Awesome AI Agent Stack
A curated, layer-by-layer map of the tools I actually use to build AI agents — from the coding agent in your terminal down to the model serving the tokens.
Browse the website · Suggest a tool
3,000+ tools across 29 categories, ranked by GitHub stars. Each section is split into sub-groups by what the tools do. Every entry passes a mechanical bar: real, public, not archived, and actively maintained (pushed in the last 12 months); new additions also need 1,000+ stars. Every link is re-checked against the GitHub API, and projects under 10,000 stars that stop being maintained are pruned. Organized as a stack so you can find the right tool for each layer of an agent system.
On the website you can search every tool, sort any category by stars, and see the most-starred projects in each layer. It rebuilds from this README on every change.
If this list saves you time, give it a star — it helps other builders find it.
┌──────────────────────────────────────────────────────────────┐
│ Coding Agents & Harnesses → Skills & Context Engineering │ ← how you build
├──────────────────────────────────────────────────────────────┤
│ Agent Frameworks → Memory → RAG → MCP / Tools │ ← what you build with
├──────────────────────────────────────────────────────────────┤
│ Sandboxes & Browsers → Document Ingestion → Workflows │ ← what agents act on
├──────────────────────────────────────────────────────────────┤
│ Gateways & Routing → Free LLM APIs → Local Inference │ ← where tokens come from
├──────────────────────────────────────────────────────────────┤
│ Evaluation, Observability & Review → Reference Systems │ ← how you ship
└──────────────────────────────────────────────────────────────┘
Contents
- Coding Agents & Harnesses
- Skills, Plugins & Context Engineering
- Agent Frameworks & Orchestration
- Memory & Persistent Context
- RAG & Retrieval
- MCP Servers & Tool Integration
- Sandboxes, Browsers & Computer Use
- Document Processing & Data Ingestion
- Workflow Automation
- Model Gateways & Routing
- Free LLM APIs & Free Tiers
- Local Models, Inference & Hardware
- Evaluation, Observability & Code Review
- Production Architectures & Reference Systems
- UI & Application Layer
- Learning Path
- Voice, Speech & Audio
- Vision & Multimodal
- Image, Video & Creative Generation
- Computer Use & GUI Agents
- Structured Output, Guardrails & Safety
- Chat UIs & Application Layer
- Deployment, Serving & MLOps
- Data, Datasets & Synthetic Data
- Domain Agents: Finance, Healthcare, Research & More
- Assistants, Copilots & Personal Agents
- Interpretability, Alignment & Research
- Developer Tools & Utilities
- Other Awesome Lists
Coding Agents & Harnesses
The agent that writes the code. Pick one, learn it deeply.
Terminal coding agents
- anthropics/claude-code - Anthropic's terminal coding agent; the reference harness most of this list is built around.
- openai/codex - OpenAI's lightweight terminal coding agent.
- google-gemini/gemini-cli - Gemini in the terminal with a generous free tier.
- anomalyco/opencode - Open-source, provider-agnostic coding agent with a polished TUI.
- Aider-AI/aider - Pair-programming in the terminal with git-native edits; the original open coding agent.
- QwenLM/qwen-code - Alibaba's open-source terminal coding agent with MCP support.
- Gitlawb/openclaude - Open Claude Code-compatible harness that runs on any provider.
- deepseek-ai/deepseek-harness - Plugin-first agent harness from DeepSeek.
- earendil-works/pi - AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI.
- shareAI-lab/learn-claude-code - Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1.
- 1jehuang/jcode - Memory-efficient terminal coding agent for repo work.
- aws/amazon-q-developer-cli - AWS terminal coding agent with AWS service integration.
- build-with-groq/groq-code-cli - Lightweight terminal coding agent for Groq models.
- can1357/oh-my-pi - Terminal coding agent with anchored edits and subagents.
- CodebuffAI/freebuff - Free AI coding agent for the terminal.
- CommandCodeAI/command-code - Terminal coding agent supporting multiple model providers.
- dhanji/g3 - Minimal terminal coding agent with multi-model support.
- esengine/DeepSeek-Reasonix - Terminal coding agent tuned for DeepSeek models.
- gi-dellav/zerostack - Lightweight Rust coding agent with Git worktrees and ACP.
- github/copilot-cli - GitHub's terminal coding agent for repo tasks and commands.
- Hmbown/Codewhale - Rust terminal coding agent with MCP, worktrees, and subagents.
- gptme/gptme - Terminal agent that codes, browses, and runs autonomously.
- Kuberwastaken/claurst - Agentic coding assistant for builders who ship.
- letta-ai/letta-code - Stateful terminal coding agent with persistent memory.
- MayDay-wpf/snow-cli - Terminal coding agent for OpenAI, Gemini, Claude workflows.
- MoonshotAI/kimi-code - Moonshot's terminal coding agent with MCP support.
- mistralai/mistral-vibe - Mistral's terminal coding agent with planning and delegation.
- Nano-Collective/nanocoder - Local-first terminal coding agent with bring-your-own-model.
- neovateai/neovate-code - Terminal coding agent for codegen, fixes, and headless runs.
- plandex-ai/plandex - Plan-first terminal coding agent for large codebases.
- solvyxtech/molt - Coding agent refusing unproven done claims with receipts.
- superagent-ai/grok-cli - Open-source terminal coding agent for the Grok API.
- SWE-agent/mini-swe-agent - Minimalist terminal coding agent for SWE tasks.
- tailcallhq/forgecode - Terminal pair programmer with multi-provider model support.
- truffle-ai/dexto - Terminal coding agent with local-first tool execution.
- vinhnx/VTCode - Rust terminal coding agent with native sandboxing.
- vercel-labs/fx - Small embeddable Zig coding agent with a Unix-like CLI.
- XiaomiMiMo/MiMo-Code - Xiaomi's terminal coding agent with skills and worktrees.
- xai-org/grok-build - xAI terminal coding agent with full-screen interface.
- vstorm-co/pydantic-deepagents - Self-hosted terminal coding assistant and Python framework for deep agents.
- charmbracelet/crush - Glamourous agentic coding for all.
- stakpak/agent - Terminal AI coding agent for agentic software engineering.
- Tura-AI/tura - Coding agent harness with terminal and editor integrations.
- vybestack/llxprt-code - Multi-provider AI coding assistant CLI for terminal workflows.
- fuxicodex/Fuxi - FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routi.
- codewhale-hq/Codewhale - Open-source Rust agent engine and terminal client for Codewhale, with provider choice, tools, approvals and receipts.
IDE, editor & desktop agents
- cline/cline - Autonomous coding agent inside VS Code with human-in-the-loop approvals.
- continuedev/continue - Open-source coding agent.
- Kilo-Org/kilocode - Open-source agentic coding platform for VS Code and JetBrains; the Roo Code successor.
- intitni/CopilotForXcode - The first GitHub Copilot, Codeium and ChatGPT Xcode Source Editor Extension.
- TabbyML/tabby - Self-hosted AI coding assistant with autocomplete, chat, and RAG.
- avante-corp/avante.nvim - Cursor-style AI coding features for Neovim.
- baiyuscc13724-max/deepseek-harness-desktop - Desktop client for the DeepSeek Harness coding workbench.
- coder/claudecode.nvim - Neovim bridge making it a first-class Claude Code IDE.
- olimorris/codecompanion.nvim - ACP-based AI chat and coding assistant for Neovim.
- PawanOsman/OpenCursor - VS Code coding agent with agentic chat and semantic search.
- stagewise-io/stagewise - Agentic IDE with code editing and app previews.
- warpdotdev/warp - Agentic terminal combining a modern shell with coding agents.
- trypear/pearai-master - Open-source AI-native code editor (PearAI).
- winfunc/opcode - Desktop GUI for Claude Code: custom agents and sessions.
- Exafunction/windsurf.nvim - Native Windsurf Neovim plugin with completions and chat.
- zed-industries/zed - High-performance editor with built-in agentic coding.
- editor-code-assistant/eca - Editor-agnostic AI pair programming server and protocol.
- github/CopilotForXcode - GitHub's official Copilot coding assistant for Xcode.
- NanmiCoder/cc-haha - Local-first cross-platform desktop workspace for Claude Code / agents: multi-agent, Git worktrees, code diffs, skill marketplace, multi-mode.
- zhukunpenglinyutong/desktop-cc-gui - Multi-engine AI coding desktop client (Tauri). Claude Code, Codex, Gemini, OpenCode, DeepSeek Harness and more in one GUI.
- CoderLuii/HolyClaude - AI coding workstation: Claude Code + web UI + 8 AI CLIs + headless browser + 50+ tools.
Autonomous software engineers
- OpenHands/OpenHands - Autonomous software-development agent platform with sandboxed execution.
- aaif-goose/goose - Extensible open-source agent that installs, runs and tests code with any LLM.
- Significant-Gravitas/AutoGPT - The project that started the autonomous-agent wave; now a platform for building agents.
- coleam00/remote-agentic-coding-system - Run coding agents remotely with a persistent workspace.
- ai-christianson/RA.Aid - Autonomous dev agent that plans, edits, and validates.
- AndyMik90/Aperant - Autonomous multi-session AI coding with verification.
- aws-samples/remote-swe-agents - AWS samples for running SWE agents remotely.
- bytedance/trae-agent - ByteDance's software engineering agent for repo tasks.
- ColeMurray/background-agents - Self-hosted background coding system for repo tasks.
- HKUDS/DeepCode - Agentic coding system turning specs into code and sites.
- imbue-ai/sculptor - Imbue's coding agent with verification harnesses.
- langchain-ai/open-swe - Async coding agent working tasks in isolated environments.
- PrimeIntellect-ai/prime-agent - Self-improving coding agent for long-running tasks.
- Pythagora-io/gpt-pilot - AI developer that plans, writes, and debugs whole apps.
- stitionai/devika - Autonomous software engineer that plans and writes apps.
- SWE-agent/SWE-agent - Autonomous agent that resolves real GitHub issues.
- wrtnlabs/autobe - Backend coding agent generating compiler-validated TypeScript servers.
- chaitin/MonkeyCode - AI coding platform for teams.
General-purpose agent harnesses
- NousResearch/hermes-agent - Self-improving general-purpose agent with a large skills ecosystem.
- openclaw/openclaw - Cross-platform agent that operates the OS, not just the editor.
- agentlas-ai/Agentlas-OS - Local-first OS staffing specialist agent teams per task.
- truefoundry/trueforge - Open-source agent harness that turns an LLM into a working agent runtime.
- autonomous-ai/openharness - Harness to run all your coding agents across all your machines.
- androoAGI/starnet - Local-first desktop agent harness where agents work in a pixel-art station.
- InsForge/InsForge - The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting,.
- XiaoDuoYa/codex-with-chatgpt - ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.
- teaql/teaql-agent-kit - A model-mediated harness for reliable agentic software development.
- maxritter/pilot-shell - Professional context and harness engineering for Claude Code and OpenAI Codex. Build production-grade software with spec-driven development,.
- badlogic/pi-mono - AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI.
- All-Hands-AI/OpenHands - 🙌 OpenHands: AI-Driven Development.
- dohooo/helmor - Open-source local workbench for multi-agent software development.
Multi-agent orchestration on top of coding agents
- stablyai/orca - Agentic Development Environment for running fleets of parallel coding agents.
- Yeachan-Heo/oh-my-claudecode - Teams-first multi-agent orchestration layer for Claude Code.
- code-yeongyu/oh-my-openagent - Graph-based multi-agent workflows triggered from a single prompt.
- openai/codex-plugin-cc - Delegate review or tasks from Claude Code to Codex.
- asheshgoplani/agent-deck - Kanban-style TUI for running parallel coding agents.
- AutoMaker-Org/automaker - Autonomous coding agent orchestrator for multi-agent builds.
- awslabs/cli-agent-orchestrator - AWS Labs harness for orchestrating CLI coding agents.
- Charlie85270/Dorothy - TUI dashboard for parallel Claude Code sessions.
- coder/xum - A desktop app for isolated, parallel agentic development.
- Dicklesworthstone/ntm - Named tmux manager coordinating AI coding agents.
- dagger/container-use - Isolated dev environments for parallel coding agents.
- gastownhall/gastown - Terminal multi-agent coding orchestrator.
- generalaction/emdash - Open-source agentic development environment for running coding agents in parallel.
- getpaseo/paseo - Parallel coding agent orchestrator for Claude and Codex.
- herdrdev/herdr - Agent-aware multiplexer for building agentic coding systems.
- johannesjo/parallel-code - Run multiple coding agents in parallel workspaces.
- launchapp-dev/animus-cli - Orchestrator running multi-model dev teams from YAML.
- looptroop-ai/LoopTroop - Local AI coding orchestration for repo-scale work.
- madarco/agentbox - Run coding agents in parallel sandboxed VMs.
- mixpeek/amux - Control plane running dozens of parallel coding agents.
- nimbalyst/nimbalyst - Open-source visual workspace for Claude Code, Codex, and OpenCode.
- nwiizo/ccswarm - Swarm manager orchestrating Claude Code sessions in worktrees.
- Orkas-AI/Orkas - Local-first desktop AI workforce coordinating coding agents.
- penso/arbor - Multi-agent coding orchestration in the terminal.
- proliferate-ai/proliferate - Agent IDE for Claude Code, Codex, and Gemini in parallel.
- pungme/superagent-desktop - macOS desktop giving coding agents a browser and simulator.
- raysonmeng/agent-bridge - Local bridge for Claude Code and Codex collaboration.
- sahithvibudhi/vibe-tree - Execute Claude Code tasks in parallel git worktrees.
- simion/termic - Terminal multiplexer for agent coding sessions.
- smtg-ai/claude-squad - Manage multiple Claude Code agents from one unified TUI.
- standardagents/dmux - tmux-based multiplexer for parallel agent sessions.
- stravu/crystal - Desktop app running parallel Claude Code sessions.
- subsy/ralph-tui - TUI runner for Ralph-style autonomous coding loops.
- superset-sh/superset - Agentic IDE orchestrating 100+ coding agents in parallel.
- tempestai-dev/tempest - Tauri desktop running CLI coding agents in parallel.
- YoanWai/agent-manager - Go TUI running coding agents side by side in tmux.
- iOfficeAI/AionUi - Desktop cowork app that runs Claude Code, Codex, OpenCode and other agents.
- manaflow-ai/cmux - Ghostty-based macOS terminal with vertical tabs and notifications for coding agents.
- openchamber/openchamber - Agentic development environment built on the OpenCode agent.
- alvinunreal/oh-my-opencode-slim - Lean multi-agent suite for OpenCode with model mixing and auto delegation.
- darrenhinde/OpenAgentsControl - Plan-first agent framework with approval-gated execution for coding workflows.
- codeaholicguy/ai-devkit - Control plane for managing and standardizing AI coding agents.
- BloopAI/vibe-kanban - Get 10X more out of Claude Code, Codex or any coding agent.
- AgentsMesh/AgentsMesh - AI agent workforce platform; run hundreds of coding agents across machines.
- chaitanyagiri/munder-difflin - Local multi-agent harness driving your Claude Code and Codex subscriptions.
- coleam00/Archon - Open-source harness builder for AI coding agents.
- mattpocock/sandcastle - Orchestrate sandboxed coding agents in TypeScript.
- omnigent-ai/omnigent - Meta-harness orchestrating Claude Code, Codex, Cursor, and custom agents.
- openai/symphony - Turns project work into isolated, autonomous implementation runs.
- Untrivial-ai/agent-orchestrator - Run and supervise teams of coding agents from planning to merge.
- max-sixty/worktrunk - Git worktree CLI built for running AI coding agents in parallel.
- mvschwarz/openrig - Persistent teams of Claude Code, Codex and Pi agents with roles and shared context.
- Gaurav-Gosain/tuios - Terminal window manager that tracks what your agents are doing.
- zeronsh/zeron - Native control plane for Claude Code, Codex, Cursor and other coding agents.
- SeemSeam/claude_codex_bridge - Visible multi-agent CLI workspace for mixing Codex, Claude, Gemini, Kimi, Qwen, Cursor, Copilot, Pi, OpenCode, and other AI coding agents.
- agent-of-empires/agent-of-empires - Manage multiple Claude Code, OpenCode agents from either TUI or Web for easy access on mobile. Also supports Mistral Vibe, Codex CLI, Gemini.
- HarnessMD/munder-difflin - an open-source alternative to the dots, bots and muses of the world, run an office of claude code/codex like agents on your laptop, sandboxe.
- kungfu-systems/kungfu - Your agents don’t hand off the work. Kungfu keeps the same Work moving across Codex, Claude, OpenCode, and your own execution surface.
- the-open-engine/zeroshot - Runs coding agents as a graph: one agent implements, independent agents review, failures go to repair, and nothing ships until the checks pa.
Remote control & session monitoring
- amantus-ai/vibetunnel - Share terminal agent sessions over the web.
- Dimillian/CodexMonitor - macOS menu-bar monitor for Codex CLI sessions.
- kbwo/ccmanager - Session manager for Claude Code with usage tracking.
- omnara-ai/omnara - Remote monitoring and control for coding agents.
- rustykuntz/clideck - Phone-friendly dashboard for CLI coding agents.
- slopus/happy - Mobile client for monitoring Claude Code sessions.
- soul-sol/agent-watch - Stall detection for background Claude Code and Codex jobs.
- pacifio/atlas - Source control for agents that tracks and queries changes from multiple coding agents.
- tiann/hapi - App for driving Codex, Claude Code and OpenCode sessions from anywhere.
- backnotprop/plannotator - Visually annotate and review coding agent plans and diffs, and share them.
- siteboon/claudecodeui - Use Claude Code on mobile and web via CloudCLI.
- stefanprodan/cctop - Live top-style monitor for Claude Code sessions.
- tomasz-tomczyk/crit - A feedback loop between you and your agent: review plans and diffs fast.
- ewsun22/codex-manager - Desktop control center for OpenAI Codex sessions.
- pingdotgg/t3code - Mobile, web and desktop control surface for the coding agents on your machine.
- Louis-CFM/coucou - Notch companion that watches your coding agents and alerts you.
- chenhg5/cc-connect - Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Disco.
- eneskirca/nodeterm - Node-based terminal manager for AI coding agents — tmux-backed terminals and parallel agent sessions as draggable nodes on an infinite pan/z.
- happier-dev/happier - Web, Desktop & Mobile client and orchestrator for Codex, Claude Code, OpenCode, Pi, Cursor, Grok, Antigravity, Kimi, Augment Code, Qwen, ful.
- AltanS/collie - Herdr mobile client for iPhone and Android. A self-hosted PWA to drive Claude Code, Pi, Codex and OpenCode in Herdr, tmux or zellij from you.
- Ataraxy-Labs/opensessions - tmux sidebar for coding agents — Amp, Claude Code, Codex, OpenCode. Per-thread markers, local HTTP API, live session state.
Account, session & proxy managers
- farion1231/cc-switch - Desktop switcher for Claude Code, Codex, OpenCode and friends.
- musistudio/claude-code-router - Route Claude Code requests across models and providers.
- heyhuynhgiabuu/proxypal - Expose your chat subscriptions as local OpenAI-compatible endpoints.
- badrisnarayanan/antigravity-claude-proxy - Proxy Antigravity-provided Claude/Gemini models to any client.
- starbaser/ccproxy - Hook any Claude Code request, modify responses, route custom models.
- lbjlaq/Antigravity-Manager - Account manager and one-click switcher for Antigravity.
CI & GitHub Actions
- anthropics/claude-code-action - Official Claude Code GitHub Action for CI automation.
- github/gh-aw - GitHub Agentic Workflows for running agents in CI.
- google-github-actions/run-gemini-cli - GitHub Action running Gemini CLI in workflows.
- openai/codex-action - Official Codex GitHub Action for automated coding tasks.
App builders
- dyad-sh/dyad - Local desktop AI app builder that iterates on full-stack code.
- onlook-dev/onlook - Open-source visual editor with AI app generation.
- Nutlope/llamacoder - Open-source Claude Artifacts clone generating apps with Llama.
- stackblitz-labs/bolt.diy - Prompt, run, edit, and deploy full-stack web applications using any LLM you want!.
- abi/screenshot-to-code - Turn a screenshot into clean HTML/Tailwind/React.
Protocols & standards
- agentsmd/agents.md - Open standard for AGENTS.md agent instructions.
- agentclientprotocol/agent-client-protocol - Protocol connecting editors to coding agents.
Skills, Plugins & Context Engineering
What you put in front of the agent matters more than which agent. Skills, CLAUDE.md files, methodology.
Skill frameworks & methodology
- obra/superpowers - Agentic skills framework and development methodology (brainstorm → plan → TDD → review).
- addyosmani/agent-skills - Production-grade engineering skills from Addy Osmani.
- garrytan/gstack - Garry Tan's opinionated Claude Code toolset.
- affaan-m/ECC - Harness performance-optimization system: skills, instincts, evals.
- eyaltoledano/claude-task-master - AI task-management system that drops into Cursor, Claude Code or Lovable.
- OthmanAdi/planning-with-files - File-based persistent planning for long-running agent tasks.
- HKUDS/OpenSpace - Skill-management layer for agents.
- skainguyen1412/antigravity-superpowers - Superpowers workflows ported to Antigravity.
- bmad-code-org/BMAD-METHOD - Breakthrough Method for Agile Ai Driven Development.
- danielmiessler/Fabric - Fabric is an open-source framework for augmenting humans using AI. It provides a modular system.
- SuperClaude-Org/SuperClaude_Framework - Framework enhancing Claude Code with commands, personas, and token-efficient modes.
- EveryInc/compound-engineering-plugin - Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more.
- revfactory/harness - Meta-skill that designs agent teams and generates the skills they use.
- tony/claude-code-riper-5 - RIPER-5 autonomous coding mode for Claude Code.
- imbue-ai/blueprint - Planning copilot for coding agents.
- NeoLabHQ/context-engineering-kit - Hand-crafted skills for domain-driven architecture and subagent-driven development.
- automazeio/ccpm - Project management skill system using GitHub Issues and worktrees.
- TexasBedouin/vibe-check - Turns a vague idea into a buildable plan, then guides the build.
- google-labs-code/design.md - A format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a.
- jnMetaCode/superpowers-zh - 🦸 AI 编程超能力 · 中文增强版 — superpowers（250k+ ⭐）完整汉化 + 4 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemin.
Autonomous loops (Ralph)
- ClaytonFarr/ralph-playbook - Comprehensive guide to running autonomous AI coding loops with Ralph.
- frankbria/ralph-claude-code - Autonomous AI development loop for Claude Code with exit detection.
- mikeyobrien/ralph-orchestrator - Improved Ralph Wiggum implementation for autonomous agent orchestration.
- muratcankoylan/ralph-wiggum-marketer - Autonomous AI copywriter plugin built on the Ralph methodology.
- snwfdhmp/awesome-ralph - Curated resources on the Ralph autonomous-loop coding technique.
Behavior-shaping skills (single-file, high leverage)
- multica-ai/andrej-karpathy-skills - A single
CLAUDE.mddistilled from Karpathy's guidance. - DietrichGebert/ponytail - Makes the agent think like the laziest senior dev: YAGNI, stdlib first, shortest diff.
- JuliusBrussee/caveman - Cut ~65% of output tokens by making the agent talk terse.
- ayghri/i-have-adhd - Stops the agent burying the answer; answer-first output.
- Leonxlnx/taste-skill - Gives your AI good taste; stops boring, generic output.
- conorbronsdon/avoid-ai-writing - Audits and rewrites content to remove AI writing patterns.
- hardikpandya/stop-slop - Removes AI tells from prose before it reaches the reader.
- op7418/Humanizer-zh - Removes AI-generated stylistic traces from text (Chinese edition).
- tjboudreaux/cc-thinking-skills - 28 eval-informed mental models and critical-thinking skills for agents.
- human-avatar/skills-for-humanity - Structured reasoning methods from history's rigorous thinkers, as skills.
- pbakaus/impeccable - Design language that makes coding agents better at frontend design.
- danyuchn/asd-ste100-skill - Simplified Technical English rules as a skill for clearer agent-facing writing.
- Spielewoy/autoprompt-skill - Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.
Official skill collections
- anthropics/skills - Anthropic's official Agent Skills repo; the reference implementation of the Agent Skills standard.
- vercel-labs/agent-skills - Vercel's official collection of agent skills.
- anthropics/knowledge-work-plugins - Official plugins for non-coding knowledge work.
- anthropics/claude-plugins-official - Official, Anthropic-managed directory of high-quality Claude Code plugins.
- google/skills - Agent skills for Google products and technologies.
- hashicorp/agent-skills - Official skills and plugins for HashiCorp products.
- qdrant/skills - Agent skills for Qdrant vector search: scaling, quality, and monitoring.
- anthropics/financial-services - Anthropic's reference agents, skills and data connectors for financial services.
- cursor/plugins - Cursor's plugin specification and official plugins.
- openai/plugins - OpenAI's official plugin collection.
- greensock/gsap-skills - Official AI skills for GSAP. These skills teach AI coding agents how to correctly use GSAP (GreenSock Animation Platform), including best pr.
- google-labs-code/stitch-skills - A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility.
- slavingia/skills - Claude Code skills based on The Minimalist Entrepreneur by Sahil Lavingia.
Security skills
- agamm/claude-code-owasp - OWASP Top 10:2025 and ASVS 5.0 secure-coding skill.
- BehiSecc/VibeSec-Skill - Helps Claude write secure code and prevent common vulnerabilities.
- gadievron/raptor - Turns Claude Code into an offensive and defensive security agent.
- jthack/ffuf_claude_skill - Lets Claude drive FFUF for web fuzzing workflows.
- trailofbits/skills - Trail of Bits skills for security research, vulnerability detection, and audits.
- anthropics/claude-code-security-review - AI-powered security review GitHub Action that analyzes code changes for vulnerabilities.
- NVIDIA/SkillSpector - Security scanner for AI agent skills: detects vulnerabilities and prompt injection.
- cso1z/claude-ip-guard - Hook plugin for IP-based access control and account protection.
- cloudflare/security-audit-skill - Coding-agent skill for multi-phase security audits with verified findings.
- SnailSploit/Claude-Red - Library of offensive-security skills for Claude.
Domain & workflow skills
- K-Dense-AI/scientific-agent-skills - Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by.
- AlmogBaku/debug-skill - Gives your agent a real debugger: breakpoints, stepping, inspection.
- antonbabenko/terraform-skill - Terraform and OpenTofu skill: modules, CI/CD, and production patterns.
- bradautomates/claude-video - Lets Claude watch any video: downloads, extracts frames, transcribes.
- coreyhaines31/marketingskills - Marketing skills: CRO, copywriting, SEO, analytics, and growth.
- gooseworks-ai/goose-skills - Growth and GTM skills plus data APIs for Claude Code, Codex, and Cursor.
- guia-matthieu/clawfu-skills - 172 expert marketing skills for AI agents, served via the ClawFu MCP server.
- Jeffallan/claude-skills - 67 specialized skills turning Claude Code into an expert full-stack pair programmer.
- jnMetaCode/agency-agents-zh - 277 plug-and-play AI expert roles for 20+ tools across 20 departments.
- Li-Evan/Bloom - Socratic AI tutor skill grounded in Bloom's 2-sigma research.
- mhattingpete/claude-skills-marketplace - Skills for software engineering: Git automation, testing, and code review.
- muratcankoylan/Agent-Skills-for-Context-Engineering - Collection of skills for context engineering and multi-agent architectures.
- mvanhorn/last30days-skill - Researches any topic across Reddit, X, YouTube, and HN from the last 30 days.
- Orchestra-Research/AI-Research-SKILLs - Open-source library of AI research and engineering skills for any model.
- pasky/chrome-cdp-skill - Hooks your agent into your live Chrome session over CDP.
- rampstackco/claude-skills - Stack-agnostic skills covering the website lifecycle: brand, SEO, dev, ops, growth.
- sanjay3290/ai-skills - 24 cross-platform skills for Claude Code, Cursor, Codex, and Gemini CLI.
- SerhiiKorniienko/bullshit-detector - Fact-checks the internet claim-by-claim with a 0-10 BS score.
- skills-directory/skill-codex - Skill that delegates prompts to Codex from Claude Code.
- wrsmith108/linear-claude-skill - Skill for managing Linear issues, projects, and teams via MCP and SDK.
- zarazhangrui/codebase-to-course - Skill turning any codebase into an interactive HTML course.
- zxkane/aws-skills - Plugins and skills for AWS development: IaC, serverless, cost ops, AgentCore.
- kepano/obsidian-skills - Agent skills that teach agents to use Obsidian CLI and open file formats.
- phuryn/pm-skills - Marketplace of 100+ product management skills, commands and plugins for agents.
- czlonkowski/n8n-skills - Claude Code skill set for building reliable n8n workflows.
- Weizhena/Deep-Research-skills - Structured deep research skill for Claude Code, OpenCode and Codex.
- Donchitos/Claude-Code-Game-Studios - Turns Claude Code into a game dev studio with 49 agents and 72 skills.
- VoltAgent/awesome-claude-code-subagents - Collection of 100+ specialized Claude Code subagents.
- mattpocock/skills - Matt Pocock's engineering skills from his own agents directory.
- msitarzewski/agency-agents - Specialized agent personas covering engineering, design, marketing and more.
- nextlevelbuilder/ui-ux-pro-max-skill - Agent skill with design intelligence for building UI/UX across platforms.
- VoltAgent/awesome-design-md - DESIGN.md files from popular design systems for coding agents to follow.
- tt-a1i/archify - Agent skill that turns ideas, plans or codebases into interactive diagrams.
- earthtojake/text-to-cad - Gives coding agents CAD modeling abilities.
- neilsonnn/image-blaster - Image-to-world skill set for Claude.
- humanlayer/skills - HumanLayer's Claude Code skills for diagrams, visual PRs and more.
- WorldFlowAI/everything-claude-code - Claude Code toolkit of agents, commands, skills, rules and hooks.
- rehan-remade/universal-modder - Skills and tools that let Claude Code mod almost any PC game.
Hooks, status lines & usage tracking
- ccusage/ccusage - Track Claude Code usage and token spend from the terminal.
- disler/claude-code-hooks-multi-agent-observability - Real-time monitoring of agents through hook events.
- disler/claude-code-hooks-mastery - Master Claude Code hooks with patterns and examples.
- egorfedorov/claude-context-optimizer - Tracks token usage and wasted context, saving 30-50% on API costs.
- karanb192/claude-code-hooks - Hooks plus an installable marketplace: safety, cost, observability.
- kenryu42/cc-safety-net - Pre-execution guard blocking destructive git and filesystem commands.
- leeguooooo/claude-code-usage-bar - Status line with 5h/7d usage, reset countdowns, model, context window.
- mag123c/toktrack - Ultra-fast token and cost tracker for LLM usage.
- luoyuctl/agenttrace - Local-first TUI auditing agent sessions: cost, latency, failures.
- Owloops/claude-powerline - Vim-style powerline status line for Claude Code.
- shanraisshan/claude-code-hooks - Hooks that announce agent activity with voice feedback.
Context compression & management
- headroomlabs-ai/headroom - Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens.
- jia-gao/leanctx - Drop-in prompt compression cutting token bills 40-60%.
- microsoft/LLMLingua - Prompt compression up to 20x with minimal information loss.
- parcadei/Continuous-Claude-v3 - Context management via hooks: ledgers, handoffs, no context pollution.
- yvgude/lean-ctx - Context intelligence tooling for AI systems.
- mksglu/context-mode - Context window optimizer that sandboxes tool output for AI coding agents.
- ZongqianLi/500xCompressor - [ACL 2025] 500xCompressor: generalized prompt compression for LLMs.
- marv1nnnnn/llm-min.txt - Min.js-style compression of tech docs for LLM context.
- wilpel/caveman-compression - Caveman Compression: semantic compression for LLM context.
- ojuschugh1/sqz - Context compression for AI coding agents, compressing tool output.
- ooples/token-optimizer-mcp - Measure token savings per coding agent and optimize context.
- sci-m-wang/OpenCE - OpenCE: community toolkit to implement and evaluate context engineering.
- Context-Engine-AI/Context-Engine - Agentic context compression suite delivered over MCP.
- Ahren09/SARA - [ACL 2026] SARA: selective and adaptive context compression.
- microsoft/acon - ACON: optimizing context compression for long-context LLMs.
- snchimata/tokenfold - Private, provider-neutral, reversible context compression for LLMs.
- yzhangchuck/Sentinel - Sentinel: lightweight, interpretable context compression for LLMs.
- Supercompress/Supercompress - Query-aware context compression for LLMs, cutting about 65% of tokens.
- dshakes/distil - Compression with a quality contract: cache-aware and causally pruned.
- Adityapal67/context-graph-compressor - Convert long AI conversations into portable conversation state graphs.
Prompt engineering
- KhazP/vibe-coding-prompt-template - Templates for PRDs, tech designs and MVP workflows.
- f/prompts.chat - f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free.
- dair-ai/Prompt-Engineering-Guide - Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
- anthropics/prompt-eng-interactive-tutorial - Anthropic's interactive prompt engineering tutorial.
- langgptai/LangGPT - Structured prompt framework for becoming a prompt expert.
- NirDiamant/Prompt_Engineering - 22 prompt engineering techniques with hands-on notebooks.
- promptslab/Promptify - Prompt engineering and versioning toolkit for structured output.
- promptslab/Awesome-Prompt-Engineering - Hand-curated prompt engineering resources and guides.
- ianarawjo/ChainForge - Visual environment for battle-testing prompts against LLMs.
- gepa-ai/gepa - AI-powered reflective optimization for prompts and code.
System prompt collections
- x1xhlol/system-prompts-and-models-of-ai-tools - Leaked system prompts of Cursor, Devin, Claude Code and others; study how the pros prompt.
- asgeirtj/system_prompts_leaks - Extracted system prompts from Anthropic, OpenAI and Google products.
- Piebald-AI/claude-code-system-prompts - Complete collection of Claude Code system prompts and tool definitions.
Guides & best practices
- coleam00/context-engineering-intro - Practical introduction to context engineering.
- shanraisshan/claude-code-best-practice - From vibe coding to agentic engineering.
- danielrosehill/Claude-Code-Projects-Index - Index of starter templates and projects for Claude Code.
- ithiria894/awesome-claude-code-workflows - Workflow recipes combining hooks, MCP, skills, agents, and CLAUDE.md.
- jasontang-ai/Context-Engineering - Guide to filling the context window with just the right information.
- kousen/claude-code-training - Slides and demos for a Claude Code training course.
- loulanyue/awesome-claude-notes - Community notes: agents, commands, skills, hooks, and workflows.
- OneRedOak/claude-code-workflows - Battle-tested workflows from day-one Claude Code use.
- wesammustafa/Claude-Code-Everything-You-Need-to-Know - Practical guide with mental models and copy-paste examples.
- ykdojo/claude-code-tips - 45+ tips for getting the most out of Claude Code.
- VILA-Lab/Dive-into-Claude-Code - Systematic analysis of Claude Code for designing agent systems.
- zebbern/claude-code-guide - Setup, commands, workflows, agents, skills, and tips from beginner to power user.
Plugin & skill directories
- hesreallyhim/awesome-claude-code - The canonical Claude Code resource list.
- ComposioHQ/awesome-claude-skills - Curated Claude Skills.
- alirezarezvani/claude-skills - 380+ skills, agents and plugins.
- heilcheng/awesome-agent-skills - Tutorials, guides and skill directories.
- quemsah/awesome-claude-plugins - Plugin adoption metrics across GitHub.
- awesome-opencode/awesome-opencode - Plugins, themes and agents for OpenCode.
- 0xNyk/awesome-hermes-agent - Skills, plugins and memory providers for Hermes.
- ai-boost/awesome-harness-engineering - Tools, patterns and evals for agent harnesses.
- sickn33/agentic-awesome-skills - Local, agent-first control plane for skill catalogs.
- jeremylongshore/tons-of-skills-marketplace - Model-agnostic skills marketplace with a canonical layout.
- wshobson/agents - Multi-harness plugin and skill marketplace for Claude Code, Codex, Cursor, OpenCode, and Copilot.
- PatrickJS/awesome-cursorrules - The definitive collection of .cursorrules for every stack.
- rohitg00/awesome-claude-code-toolkit - 135 agents, 35 skills, 176+ plugins, and 20 hooks for Claude Code.
- VoltAgent/awesome-openclaw-skills - 5,400+ OpenClaw skills, filtered and categorized.
- standardbeagle/standardbeagle-tools - Claude Code marketplace plugins: browser, code intelligence, tools.
Spec-driven development
- Fission-AI/OpenSpec - Spec-driven development (SDD) for AI coding assistants.
- github/spec-kit - Toolkit to help you get started with Spec-Driven Development.
- buildermethods/agent-os - Spec-driven development system with codebase standards.
Codebase context & packing
- yamadashy/repomix - Packs an entire repository into one AI-friendly file for LLM context.
- coderamp-labs/gitingest - Turn any GitHub URL into a prompt-friendly codebase extract.
- mohsen1/yek - Fast Rust tool serializing repo files for LLM consumption.
- mufeedvh/code2prompt - CLI converting a codebase into one prompt with tree, templates, token count.
- repoprompt/repoprompt-ce - Native macOS context-engineering app for AI coding agents.
- zilliztech/claude-context - Code search MCP that makes an entire codebase context for coding agents.
- oraios/serena - Coding agent toolkit with semantic code understanding.
- cyberchitta/llm-context.py - Share code with LLMs via MCP or clipboard, with rule-based customization.
- vercel-labs/opensrc - Fetch source code for npm packages to give AI coding agents deeper context.
Skill tooling & rules sync
- activeloopai/hivemind - Turns coding-agent session traces into reusable skills across agents.
- agent-sh/agnix - Linter for agent configs: validates SKILL.md, CLAUDE.md, hooks, and MCP definitions.
- hqhq1025/skill-optimizer - Lifecycle toolkit: mine workflows, audit skills, and personalize from session data.
- sentient-agi/EvoSkill - Automatically discovers and synthesizes reusable skills from failed trajectories.
- tigerless-labs/autoharness - Self-learning skill layer for Claude Code that distills sessions into skills.
- iflytek/skillhub - Self-hosted agent skill registry for publishing and versioning skill packages.
- greyhaven-ai/autocontext - Recursive self-improving harness for agent success.
- dyoshikawa/rulesync - Utility CLI syncing agent rules across coding tools.
- Gentleman-Programming/gentle-ai - Configures the coding agents you already use, including Claude Code and Cursor.
- Piebald-AI/tweakcc - Customize Claude Code's system prompts, toolsets, and themes.
- pchalasani/claude-code-tools - Productivity tools for Claude Code, Codex-CLI, and similar agents.
- xingkongliang/skills-manager - Desktop app to manage and sync agent skills across 50+ coding tools.
- virgiliojr94/book-to-skill - Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
- titanwings/distilly - Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill（原同事 Skill）.
- ciembor/agent-rules-books - AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and.
- Spark-To-Paper-Skills/paperjury - Pre-submission AI review stress-test for research papers. A Claude Code skill: review, verdict, revise, verify.
- ranxianglei/billion-context - A context-compression plugin for small context windows (a 100K context is enough), token savings (5x fewer tokens), and month-long single se.
Agent Frameworks & Orchestration
Build your own agents and multi-agent systems.
Core frameworks
- langchain-ai/langgraph - Graph-based stateful agent orchestration; the default for production Python agents.
- langchain-ai/langchain - The original LLM application framework and integration ecosystem.
- pydantic/pydantic-ai - Type-safe agent framework from the Pydantic team; great for structured outputs.
- openai/openai-agents-python - OpenAI's lightweight multi-agent SDK with handoffs and guardrails.
- google/adk-python - Google's Agent Development Kit for Gemini and beyond.
- anthropics/anthropic-sdk-python - Official Claude SDK; tool use, streaming and the Agent SDK.
- crewAIInc/crewAI - Role-playing multi-agent crews with tasks and processes.
- microsoft/autogen - Conversational multi-agent framework from Microsoft Research.
- huggingface/smolagents - Minimal agents that write code as actions.
- run-llama/llama_index - Data framework for connecting LLMs to your data; strong agentic RAG.
- deepset-ai/haystack - Production-oriented pipelines for RAG and agents.
- stanfordnlp/dspy - Program, don't prompt: optimize prompts and weights declaratively.
- agno-agi/agno - Build, run, and manage agent platforms.
- langchain-ai/deepagents - The batteries-included agent harness.
- microsoft/agent-framework - Microsoft's framework for building, orchestrating and deploying agents.
- agentscope-ai/agentscope - Build agents you can see, understand and trust.
- microsoft/semantic-kernel - Microsoft's SDK for building LLM agents into .NET, Python, and Java apps.
- strands-agents/harness-sdk - AWS's official open-source agent SDK for Python and TypeScript, any model or cloud.
- ag2ai/ag2 - AG2 (formerly AutoGen): the open-source AgentOS for multi-agent applications.
- anthropics/claude-agent-sdk-python - Official Python SDK for building Claude-powered agents.
- i-am-bee/beeai-framework - Build production-ready AI agents in Python and TypeScript.
- Upsonic/Upsonic - Build autonomous AI agents in Python.
- Eigenwise/atomic-agents - Build AI agents atomically with modular, composable components.
- Forethought-Technologies/AutoChain - Build lightweight, extensible, and testable LLM agents.
- jackmpcollins/magentic - Seamlessly integrate LLMs as plain Python functions.
- Mirascope/mirascope - The LLM anti-framework: minimal abstractions over provider APIs.
- langroid/langroid - Harness LLMs with multi-agent programming in Python.
- SylphAI-Inc/AdalFlow - Library to build and auto-optimize LLM applications.
- The-Pocket/PocketFlow - 100-line LLM framework where agents can build agents.
- TencentCloudADP/youtu-agent - Simple agent framework built to work well with open-source models.
- evalstate/fast-agent - Build and evaluate agents with MCP, skills, ACP and A2A support.
- QwenLM/Qwen-Agent - Agent framework on Qwen with function calling, MCP, and code execution.
- microsoft/Agents-for-python - Microsoft 365 Agents SDK for Python.
- andrewyng/openworker - Andrew Ng's open agentic-worker framework.
- lastmile-ai/mcp-agent - Build effective agents with Model Context Protocol and simple workflows.
- emcie-co/parlant - Interaction control harness for building reliable customer-facing agents.
- RasaHQ/rasa - Open-source machine learning framework for text and voice assistants.
- aurelio-labs/semantic-router - Superfast semantic decision-making for routing between agents and tools.
- humanlayer/humanlayer - Human-in-the-loop layer so coding agents solve hard problems safely.
- griptape-ai/griptape - Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
- PrefectHQ/marvin - Ambient intelligence library for agentic data workflows.
- modelscope/ms-agent - MS-Agent: a lightweight framework to empower agentic execution of complex tasks.
- microsoft/agent-lightning - The absolute trainer to light up AI agents.
- google/ax - Google's open agentic orchestration runtime.
- cobusgreyling/loop-engineering - Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (insp.
- superplanehq/superplane - Open source factory for one-shot engineering.
- Q00/ouroboros - Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server,.
- ageerle/ruoyi-ai - Enterprise-grade AI agent framework with multi-provider LLM management, secure knowledge bases and high-precision RAG, visual workflow orche.
- ApodexAI/FrontierAgent - 🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS.
- Intelligent-Internet/ii-agent - II-Agent: a new open-source framework to build and deploy intelligent agents.
- yomorun/yomo - 🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.
TypeScript & JavaScript frameworks
- mastra-ai/mastra - Mastra is the modern TypeScript framework for AI-powered applications and agents.
- genkit-ai/genkit - Google's open-source framework for agentic apps in JS, Go, Python, and Dart.
- elizaOS/eliza - TypeScript framework for autonomous agents across chat, social, and on-chain integrations.
- anthropics/anthropic-sdk-typescript - Official TypeScript SDK for Anthropic APIs and agent tooling.
- anthropics/claude-agent-sdk-typescript - Official TypeScript SDK for building Claude-powered agents.
- google/adk-js - Google's open-source, code-first TypeScript toolkit for building agents.
- inngest/agent-kit - Build multi-agent networks in TypeScript with deterministic routing.
- kaiban-ai/KaibanJS - JavaScript-native framework for building multi-agent teams.
- langchain-ai/langchainjs - The agent engineering platform for JavaScript and TypeScript.
- openai/openai-agents-js - Lightweight framework for multi-agent workflows and voice agents.
- VoltAgent/voltagent - AI agent engineering platform on open-source TypeScript.
- vercel/eve - The open framework for building agents.
- withastro/flue - The sandbox agent framework.
- open-multi-agent/open-multi-agent - Self-hosted TypeScript agent runtime with durable approvals and run records.
- cloudflare/agents - Build and deploy AI agents on Cloudflare's edge network.
- daydreamsai/daydreams - TypeScript toolkit for building commerce-focused AI agents.
- bradygaster/squad - AI agent teams for any project, in TypeScript.
Go, Java, Rust, Ruby & other languages
- 0xPlaygrounds/rig - Modular Rust library for building scalable LLM-powered applications.
- agenticenv/agent-sdk-go - Durable execution framework for AI agents in Go.
- agentscope-ai/agentscope-java - Build distributed, production-grade, long-running agents in Java.
- aixgo-dev/aixgo - AI-native agent framework for Go.
- BoxcarsAI/boxcars - Composable Ruby framework for building applications with LLMs.
- cloudwego/eino - ByteDance's Go framework for LLM/AI application development.
- embabel/embabel-agent - JVM agent framework for predictable, enterprise-grade agents.
- geminik23/ai-agents - Declarative Rust agent framework: one YAML defines any agent.
- google/adk-go - Google's open-source, code-first Go toolkit for building agents.
- google/adk-java - Google's open-source, code-first Java toolkit for building agents.
- JetBrains/koog - JVM framework for predictable, fault-tolerant, enterprise agents.
- langchain4j/langchain4j - Idiomatic Java library for building LLM applications.
- LLPhant/LLPhant - Comprehensive PHP generative AI framework with agent support.
- patterns-ai-core/langchainrb - Build LLM-powered applications in Ruby.
- prism-php/prism - Unified interface for working with LLMs in Laravel.
- rhgs/crewai-go - Idiomatic Go port of CrewAI for collaborative autonomous agents.
- Shopify/roast - Structured AI workflows made easy in Ruby.
- spring-projects/spring-ai - Application framework for AI engineering on Spring.
- tmc/langchaingo - LangChain for Go: the easiest way to write LLM programs in Go.
- crmne/ruby_llm - Ruby-native AI framework for chat, agents, tools and media through one API.
- agentjido/jido - Autonomous, distributed agent framework for Elixir.
- trpc-group/trpc-agent-go - Go framework for production agents with graph workflows, tools and memory.
- alibaba/spring-ai-alibaba - Agentic AI framework for Java developers.
- 11fsociety/encom - Open-source AI agent framework; single-binary Rust daemon with TypeScript skills.
- thClaws/thClaws - Open-source AI agent harness in native Rust: GUI, CLI, and headless.
- GCWing/OpenBitFun - OpenBitFun combines a high-performance agent runtime written in Rust with a polished desktop application. It pairs the depth of a Code Agent.
Multi-agent systems
- bytedance/deer-flow - An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the.
- OpenBMB/ChatDev - ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration.
- FoundationAgents/MetaGPT - The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming.
- 2FastLabs/agent-squad - Flexible framework for managing multiple AI agents and complex conversations.
- camel-ai/camel - Pioneering multi-agent framework for role-playing autonomous agents.
- camel-ai/owl - Optimized workforce learning for general multi-agent assistance.
- FoundationAgents/OpenManus - Open-source generalist multi-agent framework.
- HKUDS/ClawTeam - Agent swarm intelligence with one-command full automation.
- kyegomez/swarms - Enterprise-grade multi-agent orchestration framework.
- openai/swarm - Educational framework for ergonomic, lightweight multi-agent orchestration.
- VRSEN/agency-swarm - Reliable multi-agent orchestration framework.
- OpenBMB/IoA - Open framework for collaborative AI agents across organizations.
- openagents-org/openagents - The collaboration OS for AI agents.
- multica-ai/multica - Make humans and AI agents work as one team; open-source and self-hostable.
- MervinPraison/PraisonAI - Multi-agent framework for building always-on AI workforces.
- yyyy231209/ai-company-framework - Open-source multi-agent orchestration for running an AI company.
- Zerone-Laboratories/RIGEL - Multi-agentic AI assistant and builder.
- NeuroLift-Technologies/nlt-otoi - Multi-agent orchestration with user-defined terms of interaction.
- sipyourdrink-ltd/bernstein - Declarative governance and orchestration framework for AI agents.
- GammaLabTechnologies/harmonist - Portable agent orchestration with mechanical protocol enforcement.
- block/buzz - Hive-mind communication platform for coordinating agent swarms.
- aden-hive/hive - Multi-agent harness for production AI workloads.
- ruvnet/ruflo - Agent harness for deploying multi-player swarms and autonomous workflows.
- cft0808/edict - OpenClaw multi-agent orchestration with nine specialized agents and dashboard.
- CelestoAI/agentor - Open-source Claude managed-agents platform for building agent teams.
- compozy/compozy - Operating system for AI agents that plugs into your existing agent CLIs.
- GoogleCloudPlatform/scion - Open orchestration platform for teams of AI agents and their people.
- Runfusion/Fusion - Software factory: multi-node agents building software around the clock.
- phodal/routa - Workspace-first multi-agent coordination with shared specs and Kanban.
- hfadhlullah/kaizen - Agents show the plan first, then a second agent reviews the work.
- paperclipai/paperclip - The open-source app everyone uses to manage agents at work.
- zhayujie/CowAgent - Open-source super AI assistant and self-evolving agent harness.
- openakita/openakita - Open-source AI assistant framework with skills and agent architecture.
- TokenRhythm/opensquilla - Token-efficient AI agent with higher intelligence density per budget.
- OrchestratorInc/agent-orchestrator - Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud.
- RunMaestro/Maestro - Agent Orchestration Command Center.
- stellarlinkco/myclaude - Multi-agent orchestration workflow (Claude Code Codex Gemini OpenCode).
- Kocoro-lab/Shannon - A production-oriented multi-agent orchestration framework.
- rcortx/kiwiq - Production-grade multi-agent orchestration platform - JSON-defined agents, multi-tier memory, and built-in observability. Battle-tested on 2.
- Mininglamp-OSS/octo-server - 🐙 The Go backend powering OCTO — an open workplace built for humans × AI agents. REST & WebSocket APIs, Lobster (AI agent) orchestration, an.
- crestalnetwork/intentkit - IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
- nextlevelbuilder/goclaw - GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at.
- MaxMiksa/Auto-Company - AI company framework for continuous autonomous work: 14 AI agent role definitions that research, decide, and code within human-configured goals.
- jnMetaCode/agency-orchestrator - 🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id.
- 777genius/agent-teams-ai - You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the.
- nrslib/takt - TAKT Agent Koordination Topology - Define how AI agents coordinate, where humans intervene, and what gets recorded — in YAML.
Visual & low-code builders
- langgenius/dify - Visual builder for agentic workflows and RAG pipelines with a rich tool ecosystem.
- langflow-ai/langflow - Drag-and-drop builder for LangChain flows and agents.
- inkeep/agents - Build agents in a visual builder or TypeScript SDK with two-way sync.
- botpress/botpress - Open-source hub to build and deploy GPT/LLM agents.
- dust-tt/dust - Custom AI agent platform to speed up knowledge work.
- i-am-bee/agentstack - Deploy and share agents on open infrastructure, free from vendor lock-in.
- paradigmxyz/centaur - Frontier agentic infrastructure you own; open-source agent cloud.
- coze-dev/coze-studio - An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze.
- melih-unsal/DemoGPT - 🤖 Create agentic apps in a second with your prompts. Everything you need to create an LLM Agent - tools, prompts, frameworks, and models - a.
Agent protocols & interoperability
- a2aproject/a2a-js - Official JavaScript SDK for the Agent2Agent (A2A) protocol.
- a2aproject/a2a-python - Official Python SDK for the Agent2Agent (A2A) protocol.
- a2aproject/a2a-go - Official Go SDK for the Agent2Agent (A2A) interoperability protocol.
- agent-network-protocol/AgentNetworkProtocol - Open protocol for agent communication, discovery, and identity.
- agntcy/dir - Distributed announce and discovery service for multi-agent systems.
- agntcy/oasf - Open Agentic Schema Framework for interoperable agent definitions.
- Coral-Protocol/coral-server - CoralOS: registry, runtime, and payments between your agents and production.
- fetchai/uAgents - Fast, lightweight framework for decentralized autonomous agents.
- google-agentic-commerce/AP2 - Google's open protocol for secure, interoperable agent payments.
- projnanda/adapter - SDK for building agents on MIT's NANDA Internet-of-Agents network.
- valory-xyz/open-autonomy - Framework for creating autonomous agent services.
- a2aproject/A2A - Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
- google/A2A - Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
- GetBindu/Bindu - Bindu: The identity, communication, and payments layer for AI agents.
- wang2122/sprix-sage-router - Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.
Durable execution & background agents
- temporalio/temporal - Durable workflow engine; the right way to run long-lived agents that must survive crashes.
- inngest/inngest - Event-driven durable functions with first-class AI step support.
- conductor-oss/conductor - Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents.
- julep-ai/julep - Durable, composable AI agents with crash-and-resume flows.
- loopx-project/loopx - Control plane with durable state kernel for long-horizon agents.
- restatedev/restate - Resilient applications with durable workflows that tolerate any failure.
- ThousandBirdsInc/chidori - Agent framework where every run is durable, replayable and resumable.
Azure AI Foundry
-
Azure-Samples/get-started-with-ai-agents - Deploy an agent web app with Azure AI Foundry.
-
jonathanscholtes/azure-ai-foundry-agentic-workshop - Hands-on Foundry agent workshop.
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Azure-Samples/app-service-agentic-langgraph-foundry-python - LangGraph + Foundry agents on App Service.
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MSFT-Innovation-Hub-India/LangGraph-Foundry-HostedAgent-TravelAgent - Multi-agent customer support as a hosted Foundry agent.
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scholarly360/From-Zero-to-Microsoft-Foundry-Creating-Agents-Via-AI-Projects-Library - Agents via the Azure AI Projects SDK.
-
google-antigravity/antigravity-sdk-python - A Python library for building AI agents that leverage the full power of Google Antigravity.
-
YGYOOO/WorldX - One sentence creates an AI-driven world — generate maps, characters, and watch stories emerge on their own. 一句话生成一个AI自主驱动的世界.
-
Fei2411/DeepSeek-Bot - A team of long-lived bots for DeepSeek Harness, with main bots, bot-to-bot messages and group chats.
-
BuilderIO/agent-native - A framework for building agentic apps.
-
openJiuwen-ai/jiuwenswarm - Intelligent AI agent built on openJiuwen; brings LLM capabilities to your fingertips.
-
onestardao/WFGY - Open-source framework for AI reasoning, RAG, agents, and real-world workflows.
-
Fei2411/DeepSeek-Bot - A team of long-lived bots for DeepSeek Harness, with main bots, bot-to-bot messages and group chats.
Memory & Persistent Context
Agents forget between sessions unless you give them somewhere to remember.
Memory layers & frameworks
- mem0ai/mem0 - Drop-in memory layer for agents and apps.
- letta-ai/letta - Stateful agents with self-editing memory (formerly MemGPT).
- getzep/graphiti - Temporal knowledge graphs for agent memory.
- topoteretes/cognee - Memory built from knowledge graphs plus vector search.
- supermemoryai/supermemory - Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
- MemTensor/MemOS - Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and.
- volcengine/OpenViking - Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
- TencentCloud/TencentDB-Agent-Memory - TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs.
- memodb-io/memobase - User Profile-Based Long-Term Memory for AI Chatbot Applications.
- MemPalace/mempalace - The best-benchmarked open-source AI memory system. And it's free.
- getzep/zep - Zep | Examples, Integrations, & More.
- MemMachine/MemMachine - Open-source long-term memory layer for AI agents with MCP server support.
- langchain-ai/langmem - Long-term memory SDK for agents.
- memvid/memvid - Single-file memory layer for AI agents in Rust with ultra-low-latency recall.
- vectorize-io/hindsight - Hindsight: agent memory that learns from outcomes.
- MemoriLabs/Memori - Agent-native memory infrastructure: an LLM-agnostic memory layer.
- NevaMind-AI/memU - Personal memory across agents.
- EverMind-AI/EverOS - One portable, local-first memory layer for every AI agent.
- plastic-labs/honcho - Memory library for building stateful agents.
- aiming-lab/SimpleMem - [ICML'26] SimpleMem: efficient lifelong memory for LLM agents.
- memodb-io/Acontext - Agent Skills as a Memory Layer.
- BAI-LAB/MemoryOS - [EMNLP 2025] MemoryOS: a memory operating system for personalized AI.
- kayba-ai/agentic-context-engine - Make your agents learn from experience.
- import-ai/omnibox - Anywhere, anything to memory, memory to anything.
- ClaudioDrews/memory-os - A 7-layer memory operating system for persistent agent memory.
- kitfunso/hippo-memory - Biologically-inspired memory for AI agents with decay and retrieval strength.
- agiresearch/A-mem - A-MEM: Agentic Memory for LLM Agents.
- FjgarciaMac/AIrecall - Drop-in long-term memory layer for AI agents: episodic plus semantic.
- Siddhant-K-code/distill - Context intelligence layer for LLM agents with persistent memory.
- kael-bit/engram-rs - Memory engine for AI agents with a 3-layer time-decay axis.
- spectrayan/spector - Memory backbone for AI agents: four-tier working, episodic, semantic store.
- Kyros-494/kyros-ai - Kyros: the memory OS for AI agents, secure and self-hosted.
- zensation-ai/zenbrain - Agent memory for LLM agents with 7 neuroscience-inspired layers.
- dog-last/E-mem - [ICML 2026] E-mem: multi-agent episodic context reconstruction.
- alibaizhanov/mengram - Human-like memory for AI agents: semantic, episodic, and procedural.
- memseekai/memseek - Open source declarative context engine for AI agents.
- moorcheh-ai/memanto - Memory layer for AI agents.
- Mirix-AI/MIRIX - Multi-agent personal assistant with long-term memory of on-screen activity.
- FlowElement-xinliuyuansu/m_flow - Bio-inspired cognitive memory engine for graph RAG.
- LycheeMem/LycheeMem - Lightweight long-term memory for LLM agents.
- neo4j-labs/agent-memory - Graph-native memory system for AI agents backed by Neo4j.
- tigerless-labs/agent-memory - Long-term agent memory runtime with Markdown as the source of truth.
- yuzi001a/hippocampus-memory - Local-first, source-preserving long-term memory runtime for agents.
- xzf-thu/VoiceMem - Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right br.
Memory for coding agents
- lucasrosati/claude-code-memory-setup - Obsidian plus Graphify persistent memory setup for Claude Code.
- thedotmack/claude-mem - Persistent cross-session context for Claude Code and other agents.
- rohitg00/agentmemory - Persistent memory for coding agents, benchmarked on real workloads.
- CaviraOSS/LongMemory - Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
- akitaonrails/ai-memory - Long-term memory for agent coding CLIs with cross-vendor handoff.
- campfirein/byterover-cli - ByteRover CLI: the portable memory layer for autonomous coding agents.
- mex-memory/mex - Team memory for engineers and their AI agents, living in your repo.
- tickernelz/opencode-mem - OpenCode plugin giving coding agents persistent memory locally.
- 0xK3vin/MegaMemory - Persistent project knowledge graph for coding agents via MCP.
- jaredrhod/ai-memory-vault - Give your AI a real, persistent memory.
- okf-memory/okf-agent-memory - Git-native persistent memory for AI coding agents.
- DragonShadows1978/AI-AfterImage - Episodic memory for AI coding agents: recall of code and decisions.
- dvquy13/qrec - Session recall engine: persistent daemon with BM25 plus vector hybrid.
- zilliztech/memsearch - Persistent unified memory layer shared across Claude Code, Codex and other agents.
- vshulcz/deja-vu - Searchable session history memory for coding agents.
- cytostack/openwolf - Portable project memory across Claude Code, Codex and OpenCode with token accounting.
- cortexkit/magic-context - Self-managing memory and unbounded context for coding agent sessions.
- omega-memory/omega-memory - Persistent memory for AI coding agents.
- Gentleman-Programming/engram - Agent-agnostic persistent memory for coding agents with SQLite and an MCP server.
- gastownhall/beads - Beads - A memory upgrade for your coding agent.
- rohitg00/pro-workflow - Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees,.
Memory MCP servers
- Dataojitori/nocturne_memory - Lightweight, rollbackable, visual long-term memory server for MCP.
- C-Bjorn/MegaMem - Transform your Obsidian vault into a knowledge graph served over MCP.
- LeandroPG19/Memorys - Persistent memory MCP server for AI agents in Rust with 19 tools.
- PlateerLab/synaptic-memory - Knowledge graph plus MCP tool server for LLM agents with hybrid retrieval.
- doobidoo/mcp-memory-service - Persistent memory for agent pipelines and Claude, served over MCP.
- Janadasroor/pg-mnemosyne-mcp - PostgreSQL-backed MCP server for agent memory, task tracking, and coordination.
Knowledge & code graphs
- Graphify-Labs/graphify - Turn a codebase plus its docs, schemas and PDFs into a queryable graph.
- Egonex-AI/Understand-Anything - Interactive knowledge graphs from any code.
- tirth8205/code-review-graph - Local-first code-intelligence graph so agents read only what matters.
- colbymchenry/codegraph - Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini.
- andrewyng/context-hub - Shared context hub for agents.
- garrytan/gbrain - Self-wiring knowledge graph brain for AI agents with hybrid search.
- 2aronS/agent-git - Git-based knowledge management system for AI agents.
- neo4j-labs/meta-knowledge-graph - Self-improving, harness-agnostic memory layer for AI agents on Neo4j.
- memgraph/memgraph - Real-time graph database with Cypher.
- DeusData/codebase-memory-mcp - Code intelligence MCP server that indexes codebases into a persistent graph.
- Ar9av/obsidian-wiki - Framework for agents to build and maintain an Obsidian wiki as a digital brain.
Benchmarks & papers
- TeleAI-UAGI/Awesome-Agent-Memory - Systems, benchmarks and papers on agent memory.
- AutoTrustAI/PaperGuru-Benchmark - Lifecycle-aware memory benchmark for long-horizon LLM agents.
- InternLM/EMemBench - [EMNLP 2026] EMemBench: interactive episodic memory benchmark.
Graph databases
- neo4j/neo4j - Graph database for connected data.
- arangodb/arangodb - Multi-model NoSQL database for graphs and documents.
- dgraph-io/dgraph - Distributed GraphQL-native graph database.
- JanusGraph/janusgraph - Distributed graph database on Cassandra and HBase.
- vesoft-inc/nebula - Distributed graph database for large graphs.
- FalkorDB/FalkorDB - Super-fast graph database built on GraphBLAS for sparse graph operations.
- HelixDB/helix-db - HelixDB: OLTP graph database with native vector and full-text search.
- orneryd/NornicDB - Distributed low-latency Graph+Vector database with temporal MVCC.
- jeffhajewski/latticedb - Embedded single-file knowledge graph database with vector search.
- arun1729/cog - Embedded graph database for Python living inside your process.
Storage backends
- surrealdb/surrealdb - Multi-model cloud database in Rust.
- redis/redis - In-memory data store for cache and state.
- valkey-io/valkey - Open-source Redis fork for in-memory data.
- dragonflydb/dragonfly - Drop-in Redis replacement built for scale.
- etcd-io/etcd - Distributed key-value store for configuration.
- apache/zookeeper - Coordination service for distributed systems.
- spacejam/sled - Embedded database in Rust.
- skytable/skytable - NoSQL database with a focus on simplicity.
- tikv/tikv - Distributed transactional key-value database.
- vitessio/vitess - Database clustering for horizontal MySQL scaling.
- cockroachdb/cockroach - Distributed SQL database that scales.
- apache/cassandra - Distributed NoSQL wide-column store.
RAG & Retrieval
Vector databases, search engines, embeddings and the frameworks that ground answers in your own data.
Vector databases
- chroma-core/chroma - Embedded, zero-config vector store; the right default for prototypes.
- qdrant/qdrant - Rust vector database with filtering and hybrid search; production-ready.
- pgvector/pgvector - Vector similarity search inside Postgres; skip a new database if you already run Postgres.
- lancedb/lancedb - Serverless, file-based vector database on Lance columnar format.
- milvus-io/milvus - Distributed vector database for billion-scale workloads.
- weaviate/weaviate - Vector database with built-in vectorizers and hybrid search.
- alibaba/zvec - A lightweight, lightning-fast, in-process vector database.
- VexDB-THU/VexDB-Lite - A cross-platform vector database integrable into existing applications.
- vearch/vearch - Distributed vector search for AI-native applications.
- vdaas/vald - Vald: a highly scalable distributed vector search engine.
- dingodb/dingo - A multi-modal vector database supporting upserts and vector queries.
- endee-io/endee - A high-performance vector database built for billions of vectors.
- philippgille/chromem-go - Embeddable vector database for Go with a Chroma-like interface.
- oceanbase/seekdb - The AI-native search database for agent storage, unifying vector search.
- Stevenic/vectra - Local vector database for Node.js, Pinecone-like but file-based.
- epsilla-cloud/vectordb - A high-performance vector database leveraging parallel graph computing.
- sdan/vlite - A fast vector database built in numpy.
- Semafind/semadb - No-fuss multi-index hybrid vector database and search engine.
- nuclia/nucliadb - NucliaDB, the AI search database for RAG.
- infiniflow/infinity - AI-native database for LLM applications with vector and full-text search.
- objectbox/objectbox-java - On-device database for Android and JVM with vector search.
Vector search libraries
- eminsk/nanovector - The SQLite of vector search and episodic memory for AI agents in ~120KB.
- spotify/annoy - Approximate nearest neighbors for static vectors.
- facebookresearch/faiss - A library for efficient similarity search and clustering of dense vectors.
- unum-cloud/USearch - Fast open-source search and clustering engine for vectors and more.
- nmslib/hnswlib - Header-only C++/Python library for fast approximate nearest neighbors.
- microsoft/DiskANN - Vector indexing library for fast, fresh, and filtered search at scale.
- sqliteai/sqlite-vector - SQLite-Vector: cross-platform, ultra-efficient SQLite extension.
- StarTrail-org/LEANN - Storage-efficient vector index for running RAG over personal data on a laptop.
- RyanCodrai/turbovec - Rust vector index with Python bindings built on TurboQuant compression.
Search engines
- quickwit-oss/tantivy - Full-text search engine library in Rust.
- elastic/elasticsearch - Distributed search and analytics engine.
- opensearch-project/OpenSearch - Search and analytics suite, Apache 2.0 fork.
- apache/solr - Enterprise full-text search platform.
- searxng/searxng - Free metasearch engine aggregating results without tracking or profiling.
- meilisearch/meilisearch - A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
- marqo-ai/marqo - Ecommerce Search and Discovery - marqo.ai.
- vespa-engine/vespa - Large-scale AI search platform for hybrid text and vector retrieval at internet scale.
- typesense/typesense - Fast typo-tolerant search engine with vector and hybrid search plus built-in RAG.
- manticoresoftware/manticoresearch - Open-source search database for full-text, vector, and hybrid search.
- oramasearch/orama - A complete search engine and RAG pipeline for browser and server.
- DeepBlueDynamics/lume - A small, crazy-fast hybrid search engine written in Rust.
- nixiesearch/nixiesearch - Hybrid search engine combining text and semantic search.
- cameodb/cameodb - CameoDB: the unified hybrid-search database engine.
- paradedb/paradedb - Postgres extension adding BM25 full-text search and hybrid retrieval.
- MinishLab/semble - Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read.
- ItzCrazyKns/Perplexica - Vane is an AI-powered answering engine.
Embeddings, rerankers & search
- huggingface/sentence-transformers - Standard library for embedding models and cross-encoder rerankers.
- FlagOpen/FlagEmbedding - BGE embeddings and rerankers; strong open baselines.
- AnswerDotAI/RAGatouille - ColBERT late-interaction retrieval made easy.
- xhluca/bm25s - Fast BM25 in Python for the lexical half of hybrid search.
- NovaSearch-Team/RAG-Retrieval - Unify efficient fine-tuning of RAG retrieval: embeddings and rerankers.
- castorini/rank_llm - RankLLM: Python toolkit for reproducible information retrieval research.
- ielab/llm-rankers - Document ranking with large language models: pointwise, listwise, and setwise.
- huggingface/text-embeddings-inference - A blazing fast inference solution for text embeddings models.
- castorini/pyserini - Pyserini: Python toolkit for reproducible IR research with sparse and dense retrieval.
- michaelfeil/infinity - Infinity: high-throughput, low-latency serving for embeddings and rerankers.
- superlinked/sie - Open-source inference server and production cluster for agent models.
- AnswerDotAI/rerankers - Unified API for reranker models in retrieval pipelines.
- dorianbrown/rank_bm25 - BM25 ranking for lexical search in Python.
- stanford-futuredata/ColBERT - Late-interaction neural retrieval for RAG.
- qdrant/fastembed - Fast, lightweight Python library for state-of-the-art text embeddings.
RAG frameworks & techniques
- neuml/txtai - All-in-one AI framework for semantic search and LLM orchestration.
- OSU-NLP-Group/HippoRAG - [NeurIPS'24] RAG framework inspired by human long-term memory for deeper multi-hop reasoning.
- carriex/recomp - RECOMP: compress and selectively augment retrieved documents for RAG.
- HKUDS/RAG-Anything - All-in-one multimodal RAG framework.
- NirDiamant/RAG_Techniques - Advanced RAG techniques, each with runnable code.
- Shubhamsaboo/all-rag-techniques - Every RAG technique, implemented simply.
- pguso/rag-from-scratch - Build RAG from scratch with local models, no black boxes.
- jamwithai/production-agentic-rag-course - Production agentic RAG course.
- upstash/context7 - Up-to-date library documentation served to LLMs and editors.
- pathwaycom/pathway - Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
- pathwaycom/llm-app - Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.
- The-Vibe-Company/quivr - Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG.
- onyx-dot-app/onyx - Open Source AI Platform - AI Chat with advanced features that works with every LLM.
- infiniflow/ragflow - RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses.
- zylon-ai/private-gpt - Complete API layer for private AI applications on local models: RAG, skills, tools, MCP.
- VectifyAI/PageIndex - PageIndex: Document Index for Vectorless, Reasoning-based RAG.
- llmware-ai/llmware - Unified framework for enterprise RAG pipelines with small specialized models.
- OpenBMB/UltraRAG - Low-code MCP framework for building complex, innovative RAG pipelines.
- Azure/GPT-RAG - Enterprise-grade accelerator for agentic RAG on Azure.
- memfreeme/memfree - MemFree: hybrid AI search engine and AI page generator.
- ggozad/haiku.rag - Agentic RAG for local and self-hosted document search with hybrid retrieval.
- notadev-iamaura/OneRAG - Production-ready RAG framework with 1-line config swaps for providers.
- MoMoM101/RAG-ReActAgent - Retrieval-augmented generation system with a ReAct agent loop.
- flamehaven01/Flamehaven-Filesearch - Self-hosted RAG search engine: 34 formats, BM25 plus hybrid search.
- hanxiao/searchbox - Airgapped closed-corpus QA: a self-hosted agent explores documents and answers.
- nshkrdotcom/rag_ex - Elixir RAG library with multi-LLM routing across Gemini, Claude, and OpenAI.
- weizhepei/InstructRAG - [ICLR 2025] InstructRAG: instructing RAG via self-synthesized rationales.
- Tencent/WeKnora - LLM knowledge platform that turns documents into queryable RAG and agent workflows.
- MODSetter/SurfSense - Privacy-focused open source NotebookLM alternative with RAG over your own sources.
- zilliztech/deep-searcher - Deep research over private data using reasoning models and vector search.
- labring/FastGPT - FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of.
- Minima-AI-Inc/minima - On-premises conversational RAG with configurable containers.
- netease-youdao/QAnything - Question answering over documents with a web UI.
- SciPhi-AI/R2R - Production-ready agentic RAG system with a dashboard.
- morphik-org/morphik-core - Open-source multimodal retrieval engine for documents, images and video.
Graph RAG
- HKUDS/LightRAG - Simple, fast graph-based RAG.
- microsoft/graphrag - Microsoft's graph-based RAG for global questions over corpora.
- OpenSPG/KAG - Logical-form-guided reasoning and retrieval framework over knowledge graphs.
- benmaster82/Kwipu - Ask questions across your Markdown notes using fully local Graph RAG.
- pingcap/autoflow - Graph RAG-based conversational knowledge base.
- NVIDIA/context-aware-rag - Context-aware RAG library for knowledge graph ingestion and retrieval.
- vitali87/code-graph-rag - The ultimate RAG for your monorepo: query and edit multi-language codebases.
- hhy-huang/HiRAG - [EMNLP'25] HiRAG: easy-to-use Graph RAG with hierarchical retrieval.
- raphaelmansuy/edgequake - High-performance GraphRAG inspired by LightRAG.
- 1517005260/graph-rag-agent - GraphRAG agent fusing GraphRAG, LightRAG, and Neo4j graph construction.
- automataIA/graphrag-rs - GraphRAG-rs: high-performance Rust implementation of GraphRAG.
- LHRLAB/HyperGraphRAG - [NeurIPS 2025] HyperGraphRAG: retrieval-augmented generation over hypergraphs.
- bibinprathap/VeritasGraph - VeritasGraph: open-source knowledge graph and GraphRAG framework.
- DerwenAI/strwythura - Strwythura: construct entity-resolved knowledge graphs from structured data.
- PorunC/CodeWiki - CodeWiki: knowledge platform analyzing repositories into AST graphs.
- Muvon/octocode - Structural code intelligence for AI agents: semantic search and knowledge graphs.
- gibram-io/gibram - GibRAM: in-memory knowledge graph server designed for retrieval.
- lyon-industries/graphrag-workbench - Interactive 3D visualization of knowledge graphs generated by GraphRAG.
- Abhishek-Aditya-bs/CodeGraph - GraphRAG over any codebase: a Neo4j knowledge graph of code entities.
- FareedKhan-dev/agentic-knowledge-graph - Knowledge-graph RAG built from structured metadata instead of LLM extraction.
- hanjiale/Temporal-GraphRAG - Official code for 'RAG Meets Temporal Graphs': time-sensitive modeling.
- yonk-labs/pg-raggraph - PostgreSQL-native GraphRAG: vector search, full-text, and knowledge graphs.
- awslabs/unified-kg-rag-on-aws - AWS-native knowledge graph RAG framework unifying graph-retrieval approaches.
- machuangtao/LLM-KG4QA - [EMNLP2025] LLM-KG4QA: large language models and knowledge graphs for QA.
- AmirhosseinHonardoust/Graph-RAG-Engine - An explainable AI system combining graph intelligence and vector search.
- Aliu-AiRobot/ESEILANE - High-performance knowledge graph engine for AI, LLMs, and GraphRAG.
- intuit/infigraph - AST-powered code intelligence engine: graph database plus hybrid semantic search.
- neo4j-labs/llm-graph-builder - Builds Neo4j knowledge graphs from unstructured documents using LLMs.
Semantic caching
- zilliztech/GPTCache - Semantic cache for LLMs, fully integrated with LangChain and LlamaIndex.
- aqstack/mimir - A drop-in proxy caching LLM API responses using semantic similarity.
- messkan/prompt-cache - Cut LLM costs by up to 80% with sub-millisecond cached responses.
- sensoris/semcache - Semantic caching layer for your LLM applications.
- vcache-project/vCache - Reliable and efficient semantic prompt caching with vCache.
- botirkhaltaev/semanticcache - A Go library for semantic caching with LRU eviction.
- nickleodoen/ferrocache - A distributed semantic cache service for LLM applications.
- zakariaf/RAG-Cache - High-performance LLM query cache with semantic search.
- Cozymori/VectorWave - One decorator for semantic caching plus golden-data regression testing.
- mpaymenremora/CacheCraft - Semantic cache strategy bench: replay recorded request traces.
RAG evaluation & benchmarks
- zilliztech/VectorDBBench - Benchmark suite for vector databases.
- hseb-benchmark/hseb - HSEB: benchmark for hybrid search engines.
- xmpuspus/kb-arena - Benchmark 19 retrieval architectures: vector, contextual, and knowledge-based.
- agentset-ai/reranker-eval - Benchmarking rerankers in a RAG pipeline on accuracy metrics.
- RUC-NLPIR/FlashRAG - Python toolkit for reproducing and benchmarking efficient RAG pipelines.
MCP Servers & Tool Integration
The Model Context Protocol is the USB-C of agent tooling.
Protocol & SDKs
- PrefectHQ/fastmcp - The fast, Pythonic way to build MCP servers and clients.
- punkpeye/fastmcp - TypeScript framework for building MCP servers.
- ArcadeAI/arcade-mcp - MCP server framework and tool-development library for agent capabilities.
- modelcontextprotocol/modelcontextprotocol - The MCP specification.
- modelcontextprotocol/python-sdk - Official Python SDK.
- modelcontextprotocol/typescript-sdk - Official TypeScript SDK.
- modelcontextprotocol/go-sdk - Official Go SDK for building MCP servers and clients.
- mark3labs/mcp-go - Go SDK for building MCP servers and clients with LLM applications.
- modelcontextprotocol/rust-sdk - Official Rust SDK for building MCP servers and clients.
- modelcontextprotocol/csharp-sdk - Official C# SDK for building MCP servers and clients.
- modelcontextprotocol/java-sdk - Official Java SDK for building MCP servers and clients.
- modelcontextprotocol/swift-sdk - Official Swift SDK for building MCP servers and clients.
- modelcontextprotocol/kotlin-sdk - Official Kotlin SDK for building MCP servers and clients.
- mcp-use/mcp-use - The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
- SatyamSingh8306/mcp_arena - Python library for building MCP servers with intelligent agent orchestration.
- tadata-org/fastapi_mcp - Exposes FastAPI endpoints as authenticated MCP tools.
- agentrpc/agentrpc - Universal RPC layer connecting AI agents to functions in any language.
Inspectors & dev tools
- modelcontextprotocol/inspector - Visual debugger for MCP servers.
- MCPJam/inspector - Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
- wong2/mcp-cli - A CLI inspector for the Model Context Protocol.
- arcadeai-labs/smithery-cli - Install, manage and develop MCP servers and skills for agents.
Gateways, proxies & hosting
- IBM/mcp-context-forge - AI gateway, registry, and proxy unifying MCP, A2A, and REST/gRPC APIs.
- sparfenyuk/mcp-proxy - A bridge between Streamable HTTP and stdio MCP transports.
- punkpeye/mcp-remote - Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.
- stacklok/toolhive - Enterprise-grade platform for running and managing MCP servers.
- agentgateway/agentgateway - Agentic proxy and gateway for AI agents, MCP servers and A2A.
- metatool-ai/metamcp - MCP Aggregator, Orchestrator, Middleware, Gateway in one docker.
- ascending-llc/jarvis-registry - Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, acc.
Tool integration platforms
- ComposioHQ/composio - 250+ pre-built tool integrations with auth handled for you.
- Klavis-AI/klavis - MCP integration platform for connecting agents to tools at scale.
- cporter202/agentic-ai-apis - 2,000+ production APIs across agents, models and MCP servers.
- superdesigndev/treg - Hub for agent tools and API credentials, OpenRouter-style.
- oomol-lab/open-connector - Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
- aipotheosis-labs/aci - ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function ca.
Clients & directories
- punkpeye/awesome-mcp-clients - Curated collection of MCP clients.
- punkpeye/awesome-mcp-servers - The definitive MCP server directory.
- modelcontextprotocol/registry - Official community registry for MCP servers.
- microsoft/mcp-for-beginners - Curriculum on MCP fundamentals.
Servers
- roomi-fields/notebooklm-mcp - Google NotebookLM over MCP plus a local HTTP REST API.
- modelcontextprotocol/servers - Model Context Protocol Servers.
- github/github-mcp-server - Official GitHub MCP server.
- HKUDS/CLI-Anything - Make any software agent-native by wrapping it as a CLI.
- bethington/ghidra-mcp - Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforceme.
- zinja-coder/jadx-ai-mcp - Plugin for JADX to integrate MCP server.
- jgravelle/jcodemunch-mcp - Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Wor.
- LaurieWired/GhidraMCP - MCP Server for Ghidra.
- Waishnav/devspace - Minimal Coding Agent Harness on MCP for ChatGPT, Claude, Hermes, Grok Bot, OpenClaw.
Database & data servers
- googleapis/mcp-toolbox - MCP Toolbox for Databases.
- raw-labs/mxcp - Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure.
- supabase/mcp - Official Supabase MCP server connecting AI assistants to your projects.
- qdrant/mcp-server-qdrant - An official Qdrant Model Context Protocol (MCP) server implementation.
- designcomputer/mysql_mcp_server - A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases.
- ClickHouse/mcp-clickhouse - Connect ClickHouse to your AI assistants.
- elastic/mcp-server-elasticsearch - Official Elasticsearch MCP server for natural-language search and analytics.
- neondatabase/mcp-server-neon - MCP server for interacting with Neon Management API and databases.
- domdomegg/airtable-mcp-server - Airtable MCP server letting AI systems interact with your Airtable bases.
- redis/mcp-redis - The official Redis MCP Server is a natural language interface designed for agentic.
- motherduckdb/mcp-server-motherduck - Local MCP server for DuckDB and MotherDuck.
- kiliczsh/mcp-mongo-server - A Model Context Protocol Server for MongoDB.
- isaacwasserman/mcp-snowflake-server - MCP server for Snowflake with read/write operations and insight tracking.
- ergut/mcp-bigquery-server - A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery.
- weaviate/mcp-server-weaviate - Official Weaviate MCP server for vector search and data management.
- LucasHild/mcp-server-bigquery - A Model Context Protocol server that provides access to BigQuery.
- jparkerweb/mcp-sqlite - Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction.
- edwinbernadus/nocodb-mcp-server - MCP server for the NocoDB open-source database.
- datastax/astra-db-mcp - MCP server for Astra DB database workloads.
- pinecone-io/pinecone-mcp - Official Pinecone MCP server for managing vector database projects.
- iunera/druid-mcp-server - Comprehensive MCP server for Apache Druid cluster management and analysis.
- couchbase/mcp-server-couchbase - MCP server connecting AI agents to Couchbase and Capella.
- JaviMaligno/postgres_mcp - PostgreSQL MCP server with Docker-friendly connectivity.
- kosminus/querywise-mcp - MCP server and CLI for natural-language database queries via a semantic layer.
- prest/prest - Instant REST and MCP APIs for PostgreSQL and MySQL 8, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a.
- timescale/pg-aiguide - MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
Cloud & DevOps servers
- awslabs/mcp - Open source MCP Servers for AWS.
- Flux159/mcp-server-kubernetes - MCP Server for kubernetes management commands.
- cloudflare/mcp-server-cloudflare - Cloudflare's official MCP server for managing Workers, KV, R2, DNS, and more.
- containers/kubernetes-mcp-server - Model Context Protocol (MCP) server for Kubernetes and OpenShift.
- grafana/mcp-grafana - MCP server for Grafana.
- getsentry/sentry-mcp - An MCP server for interacting with Sentry via LLMs.
- TencentCloudBase/CloudBase-AI-Toolkit - Backend for AI coding agents on CloudBase: database, auth, functions, and MCP.
- strowk/mcp-k8s-go - MCP server connecting to Kubernetes.
- aliyun/alibabacloud-devops-mcp-server - MCP server for Alibaba Cloud Yunxiao DevOps platform interaction.
- StacklokLabs/mkp - MKP is a Model Context Protocol (MCP) server for Kubernetes.
- thunderboltsid/mcp-nutanix - MCP Server for Nutanix.
- Aiven-Open/mcp-aiven - Model Context Protocol server for Aiven.
- spre-sre/lumino-mcp-server - AI-powered SRE observability engine for Kubernetes and OpenShift diagnostics.
- idosal/git-mcp - Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project.
- getsentry/MobileBuildMCP - A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Browser, search & scraping servers
- microsoft/playwright-mcp - Browser automation over MCP using accessibility snapshots.
- executeautomation/mcp-playwright - Playwright MCP server for browser and API automation in AI IDEs.
- exa-labs/exa-mcp-server - Official Exa MCP server for web search, crawling, and research tools.
- blazickjp/arxiv-mcp-server - Local MCP server for arXiv literature work with LaTeX and BibTeX support.
- apify/apify-mcp-server - Official Apify MCP server exposing thousands of web scrapers and crawlers.
- brightdata/brightdata-mcp - All-in-one MCP server for public web access and data collection.
- superagents-lab/search1api-mcp - Official Search1API MCP server for web search, news, and crawling.
- tinyfish-io/agentql-mcp - MCP server integrating AgentQL's structured web data extraction.
- ihor-sokoliuk/mcp-searxng - Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client.
- scrapeless-ai/scrapeless-mcp-server - Scrapeless Mcp Server.
- ChanMeng666/server-google-news - MCP server for Google News search via SerpAPI with categorization and multi-language support.
- damionrashford/RivalSearchMCP - Deterministic research MCP server with multi-engine web and social search.
- adawalli/nexus - MCP Server to make searching openrouter easy.
- angheljf/nyt - MCP server for searching and reading New York Times articles.
- uju777/coupang-mcp - MCP server for Coupang product search with price comparison and Rocket delivery filter.
- uju777/mcp-server-naver-search - MCP server for Naver Search (Shopping, Cafe, News). Essential for Korean users.
- firecrawl/firecrawl-mcp-server - Official Firecrawl MCP server for web scraping and search.
- hangwin/mcp-chrome - Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assis.
- epiral/bb-browser - Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
- KnockOutEZ/wigolo - The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
- feder-cr/invisible_playwright_mcp - Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected brow.
Productivity, files & business servers
- korotovsky/slack-mcp-server - Feature-rich Slack MCP server with channels, DMs, and smart history fetch.
- haris-musa/excel-mcp-server - A Model Context Protocol server for Excel file manipulation.
- makenotion/notion-mcp-server - Official Notion MCP Server.
- MarkusPfundstein/mcp-obsidian - MCP server that interacts with Obsidian via the Obsidian rest API community plugin.
- mark3labs/mcp-filesystem-server - Go server implementing Model Context Protocol (MCP) for filesystem operations.
- Softeria/ms-365-mcp-server - A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office.
- suekou/mcp-notion-server - A Model Context Protocol server for connecting Notion to MCP-compatible clients.
- onebirdrocks/ebook-mcp - MCP server for EPUB and PDF eBook interaction with LLMs.
- mamertofabian/mcp-everything-search - MCP server exposing Voidtools Everything instant file search to AI clients.
- efforthye/fast-filesystem-mcp - High-performance MCP server for secure filesystem access.
- siva010928/multi-chat-mcp-server - Google Chat MCP server letting AI assistants join team conversations.
- feuerdev/keep-mcp - MCP server for Google Keep.
- fajarmf/slite-mcp - Model Context Protocol server for Slite integration - search and retrieve notes from your.
- k-jarzyna/mcp-miro - Miro integration for Model Context Protocol.
- iOfficeAI/OfficeCLI - Office suite built for agents to read, edit and automate documents.
- czlonkowski/n8n-mcp - Build n8n workflows from Claude, Cursor or Windsurf.
- pipeboard-co/meta-ads-mcp - Meta Ads MCP server for Claude, ChatGPT, Perplexity, and Cursor.
- gomarble-ai/facebook-ads-mcp-server - MCP server for querying and analyzing Facebook Ads performance data.
- gomarble-ai/google-ads-mcp-server - MCP server for analyzing Google Ads performance data.
- financial-datasets/mcp-server - Stock-market data over MCP.
- stripe/ai - Official Stripe SDKs, remote MCP server, and agent skills for billing-powered agents.
- paypal/agent-toolkit - PayPal agent toolkit for building AI-powered commerce experiences.
- WhiskeySockets/Baileys - WhatsApp Web API for building messaging agents.
- ip2location/mcp-ip2location-io - IP Geolocation MCP server using IP2Location.io API.
- BartWaardenburg/spaceship-mcp - MCP server for the Spaceship API: domains, DNS, contacts, listings.
- dream-num/univer - Office runtime for agents: spreadsheets, docs, slides and PDF in one place.
- jacob-bd/gemini-notebook-mcp-cli - Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.
- sooperset/mcp-atlassian - MCP server for Atlassian tools (Confluence, Jira).
- 54yyyu/zotero-mcp - Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get.
- atilaahmettaner/tradingview-mcp - TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. St.
- irinabuht12-oss/google-ads-meta-ads-mcp - Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: 2.
- stickerdaniel/linkedin-mcp-server - Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
- zcaceres/markdownify-mcp - A Model Context Protocol server for converting almost anything to Markdown.
- chrisryugj/korean-law-mcp - 법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify c.
- dsphper/lanhu-mcp - ⚡ 需求分析效率提升 200%！全球首个为 AI 编程时代设计的团队协作 MCP 服务器，自动分析需求自动编写前后端代码，下载切图.
Creative & app-control servers
- 21st-dev/magic-mcp - v0-style UI component generation inside your editor.
- grab/cursor-talk-to-figma-mcp - MCP integration between coding agents and Figma.
- ahujasid/mcp-for-blender - MCP server and addon that lets LLMs control Blender 3D.
- CoplayDev/unity-mcp - MCP bridge that gives AI assistants control of the Unity Editor.
- mrexodia/ida-pro-mcp - MCP server connecting IDA Pro to LLMs for reverse engineering.
- homeassistant-ai/ha-mcp - MCP server for controlling and managing Home Assistant.
- video-db/agent-toolkit - Agent toolkit with MCP support for building video-aware AI applications.
- GLips/Figma-Context-MCP - MCP server to provide Figma layout information to AI coding agents like Cursor.
- Coding-Solo/godot-mcp - MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
- IvanMurzak/Unity-MCP - AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tool.
- ahujasid/ableton-mcp - Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP.
- Evil0ctal/Douyin_TikTok_Download_API - 🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST.
- Ryze-AI-Adgent/open-seo-mcp-skills - Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your r.
- corsairdev/corsair - Connect your users to their apps.
Sandboxes, Browsers & Computer Use
Isolated places to run agent-written code, and the browsers and scrapers agents drive.
Sandboxes
- superradcompany/microsandbox - Fast branchable microVMs for agent workloads.
- stacklok/brood-box - Run coding agents inside hardware-isolated microVMs.
- e2b-dev/E2B - Secure cloud sandboxes for running agent-generated code.
- daytonaio/daytona - Infrastructure for running AI-generated code in isolated environments.
- TencentCloud/CubeSandbox - Instant, concurrent, secure sandboxes for agents.
- opensandbox-group/OpenSandbox - Secure, Fast, and Extensible Sandbox runtime for AI agents.
- vercel/sandbox - Official Vercel SDK and CLI for ephemeral Firecracker sandboxes that run agent code.
- cloudflare/sandbox-sdk - Official Cloudflare SDK for secure isolated containers at the edge.
- pydantic/monty - Minimal, secure Python interpreter in Rust for running LLM-written code.
- agent-infra/sandbox - All-in-one agent sandbox combining browser, shell, file system, MCP and VSCode server.
- kubernetes-sigs/agent-sandbox - Kubernetes controller for isolated, stateful sandboxes for agent workloads.
- judge0/judge0 - Robust sandboxed code execution system for humans and AI agents.
- engineer-man/piston - High performance general purpose code execution engine.
- tastyeffectco/sandboxd - Self-hosted AI app builder running agents in isolated preview sandboxes.
- gotempsh/temps - Self-hosted Rust platform with AI-agent sandboxes, gateway, and observability.
- schmitthub/clawker - AI coding agent sandbox: isolated Docker containers behind an egress firewall.
- octelium/cordium - General-purpose sandbox platform with identity-based secure access for agents.
- NVIDIA/OpenShell - NVIDIA's safe, private runtime for autonomous AI agents.
- e2b-dev/runtime - The runtime behind E2B sandboxes, runnable on your own machine.
- agent-substrate/substrate - Secure agent execution runtime for running sandboxes at high density.
- Nasiko-Labs/nasiko - Open runtime for running and securing AI agents.
- keploy/keploy - Open-source platform for creating safe, isolated production sandboxes for API, integration, and E2E testing.
- microsoft/mxc - Policy-driven, layered isolation and containment.
Isolation runtimes & dev environments
- google/nsjail - Lightweight process isolation using Linux namespaces and seccomp.
- google/gvisor - Application kernel for containers with strong syscall isolation.
- firecracker-microvm/firecracker-containerd - Runs containers as Firecracker microVMs under containerd.
- firecracker-microvm/firecracker - Secure and fast microVMs for serverless sandbox workloads.
- wasmerio/wasmer - Fast and lightweight sandboxes for apps and AI agents.
- bytecodealliance/wasmtime - Lightweight, fast, secure WebAssembly runtime for sandboxed code.
- kata-containers/kata-containers - Lightweight VMs with container UX and VM-level isolation.
- containers/bubblewrap - Unprivileged low-level sandboxing tool used by Flatpak.
- wazero/wazero - Zero-dependency WebAssembly runtime for Go developers.
- nestybox/sysbox - Next-generation runc running systemd, Docker, and Kubernetes securely.
- lima-vm/lima - Linux virtual machines focused on running containers as isolation.
- moby/moby - Collaborative container platform project behind Docker for isolation.
- docker/compose - Define and run multi-container applications with Docker.
- containerd/containerd - Open and reliable container runtime for sandbox execution.
- docker/docker-py - Python library for the Docker Engine API and container control.
- gitpod-io/gitpod - On-demand cloud development environments for secure coding.
- coder/coder - Secure remote development environments for developers and their agents.
- metalbear-co/mirrord - Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, networ.
Browser automation
- browser-use/browser-use - Let agents drive a real browser.
- microsoft/playwright - The browser automation library everything else wraps.
- browserbase/stagehand - Natural-language browser automation built on Playwright.
- vercel-labs/agent-browser - Browser automation CLI for AI agents.
- browser-use/browser-harness - Browser Harness | Self-healing harness that enables LLMs to complete any task.
- nanobrowser/nanobrowser - Open-source multi-agent Chrome extension for local-first AI web automation.
- h4ckf0r0day/obscura - Headless browser purpose-built for agents and scraping.
- ChromeDevTools/chrome-devtools-mcp - Chrome DevTools for coding agents.
- puppeteer/puppeteer - Headless Chrome and Firefox automation library for Node.js.
- browserless/browserless - Deploy headless browsers in Docker for automation and scraping.
- lightpanda-io/browser - Fast headless browser designed for AI agents and automation.
- chromedp/chromedp - Simple Go library to drive Chrome via the DevTools protocol.
- go-rod/rod - Chrome DevTools Protocol driver for Go web automation and scraping.
- cyrus-and/chrome-remote-interface - Chrome Debugging Protocol interface for Node.js.
- steel-dev/steel-browser - Batteries-included browser sandbox and API for AI agents.
- browser-use/web-ui - Web interface for running browser-use AI agents in the browser.
- browseros-ai/BrowserOS - Open source agentic browser with built-in AI agents.
- g1879/DrissionPage - Python web automation tool combining requests and browser control.
- microsoft/playwright-python - Browser automation for scraping and testing.
- autoscrape-labs/pydoll - Python library that automates Chromium browsers without a WebDriver.
- Tencent/BrowserSkill - Lets agents use your real, logged-in browser through a CLI and extension.
- lexmount/moli - Lightweight Rust headless browser built for AI agents.
Stealth & anti-detection
- Kaliiiiiiiiii-Vinyzu/patchright - Undetected Playwright fork that patches automation leaks to bypass bot detection.
- seleniumbase/SeleniumBase - Browser automation framework with stealth CDP mode, UC mode, and MCP server.
- lexiforest/curl_cffi - Python HTTP client that impersonates browser TLS, JA3, and HTTP/2 fingerprints.
- daijro/camoufox - Open-source anti-detect Firefox browser built for webscraping and AI agents.
- ultrafunkamsterdam/nodriver - Successor of Undetected-Chromedriver: fast async undetectable browser automation.
- omkarcloud/botasaurus - All-in-one framework to build undetectable scrapers with human-like browser.
- apify/impit - Rust library for browser impersonation with fetch-like API.
- CloakHQ/CloakBrowser - Stealth Chromium with source-level fingerprint patches for bot-free automation.
- cdpdriver/zendriver - Async-first undetectable web automation framework on Chrome DevTools Protocol.
- feder-cr/invisible_playwright - Undetected Playwright with stealth-patched Firefox and anti-detect fingerprints.
- ultrafunkamsterdam/undetected-chromedriver - Zero-config Selenium Chromedriver that passes bot mitigation systems.
- jo-inc/camofox-browser - Stealth headless browser for AI agents, drop-in for Puppeteer and Playwright.
Scraping & crawling
- firecrawl/firecrawl - Crawl and scrape any site into LLM-ready Markdown.
- unclecode/crawl4ai - Open-source LLM-friendly crawler.
- scrapy/scrapy - The battle-tested Python crawling framework.
- cporter202/scraping-apis-for-devs - Scraping APIs for developers.
- AhmadIbrahiim/Website-downloader - Pull the complete source of any website.
- D4Vinci/Scrapling - An adaptive Web Scraping framework that handles everything from a single request to a.
- ScrapeGraphAI/Scrapegraph-ai - Python scraper based on AI.
- apify/crawlee - Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In.
- mishushakov/llm-scraper - Turn any webpage into structured data using LLMs with Zod schemas.
- projectdiscovery/katana - Next-generation crawling and spidering framework with headless mode.
- MontFerret/ferret - Declarative data automation language and Go runtime for extraction workflows.
- scrapy-plugins/scrapy-playwright - Scrapy download handler that renders pages with Playwright.
- rmax/scrapy-redis - Redis-backed queue, scheduler, and dupefilter for distributed Scrapy crawls.
- scrapy/scrapyd - Service daemon that deploys, schedules, and runs Scrapy spiders.
- apify/crawlee-python - Python web scraping and browser automation library for reliable crawlers.
- scrapinghub/scrapyrt - HTTP API to run Scrapy spiders as on-demand scraping services.
- apify/proxy-chain - Proxy server library with SSL, SOCKS5, and upstream proxy chaining.
- mitmproxy/mitmproxy - Interactive TLS-capable intercepting HTTP proxy for developers.
- gocolly/colly - Elegant Scraper and Crawler Framework for Golang.
- alirezamika/autoscraper - Smart, automatic, fast, and lightweight web scraper for Python.
- MechanicalSoup/MechanicalSoup - A Python library for automating interaction with websites.
- spider-rs/spider - Foundational low latency web data collecting in Rust.
- apache/stormcrawler - Scalable web crawler built on Apache Storm.
- getmaxun/maxun - Turns any website into a structured API for extraction and monitoring.
- BuilderIO/gpt-crawler - Crawl a site to generate knowledge files for a custom GPT.
HTTP & HTML parsing
- aio-libs/aiohttp - Asynchronous HTTP client/server framework for asyncio in Python.
- encode/httpx - Next-generation HTTP client for Python with sync/async and HTTP/2.
- psf/requests - Simple, elegant HTTP library for Python scraping and automation.
- cheeriojs/cheerio - Fast jQuery-like library for parsing and manipulating HTML and XML.
- jhy/jsoup - Java HTML parser for editing, cleaning, scraping, and XSS safety.
- AngleSharp/AngleSharp - C# library parsing HTML5, SVG, and CSS into a W3C DOM.
- PuerkitoBio/goquery - jQuery-style HTML parsing and traversal library for Go.
- servo/html5ever - High-performance browser-grade HTML5 parser in Rust.
- Nykakin/chompjs - Parses JavaScript objects from scraped pages into Python structures.
- gawel/pyquery - jQuery-like HTML parsing library for Python scraping pipelines.
- jsdom/jsdom - JavaScript implementation of web standards for headless DOM scraping.
- lxml/lxml - The lxml XML toolkit for Python.
- rushter/selectolax - Python binding to Modest and Lexbor engines. Fast HTML5 parser with CSS selectors for Python.
- scrapy/parsel - Parsel lets you extract data from XML/HTML documents using XPath or CSS selectors.
Browser testing frameworks
- nightwatchjs/nightwatch - Node.js end-to-end testing framework built on W3C WebDriver.
- SeleniumHQ/docker-selenium - Run Selenium Grid with Chrome, Firefox, and Edge at scale.
- cypress-io/cypress - Fast, easy, and reliable end-to-end browser testing framework.
- codeceptjs/CodeceptJS - End-to-end testing framework for Node.js over WebDriver and Playwright.
- webdriverio/webdriverio - Next-gen browser and mobile automation test framework for Node.js.
- DevExpress/testcafe - Node.js tool to automate end-to-end web testing without WebDriver.
- strukto-ai/mirage - The World's First Virtual Terminal for AI Agents.
Document Processing & Data Ingestion
Getting real-world files into a form agents can use.
Document parsing & conversion
- microsoft/markitdown - Convert Office files, PDFs and more to Markdown.
- docling-project/docling - IBM's document parser with layout-aware PDF, tables and OCR; best open option for RAG ingestion.
- Unstructured-IO/unstructured - Partition and chunk any document type for LLM pipelines.
- opendatalab/MinerU - High-quality PDF-to-Markdown extraction, strong on scientific papers.
- datalab-to/marker - Fast PDF to Markdown with GPU acceleration.
- firecrawl/anydoc - Rust converter for Word, PowerPoint, Excel, EPUB, CSV and PDF to clean Markdown.
- allenai/olmocr - Toolkit for linearizing PDFs for LLM datasets/training.
- run-llama/liteparse - Fast open source document parser from LlamaIndex.
- oomol-lab/pdf-craft - Converts PDF files into other formats such as Markdown and EPUB.
- opendataloader-project/opendataloader-pdf - PDF parser that outputs AI-ready structured data.
- breezedeus/Pix2Text - Open-source tool recognizing layouts, tables, formulas, and text as Markdown.
- deepdoctection/deepdoctection - Document AI toolkit for layout analysis and information extraction.
- apache/tika - Toolkit detecting and extracting metadata and text from 1000+ file types.
- mwilliamson/python-mammoth - Convert Word documents (.docx files) to HTML.
- jgm/pandoc - Universal markup converter.
- firecrawl/pdf-inspector - Rust library for PDF classification and fast text extraction.
- KOUISAmine/file-converter-tools - Collection of file conversion utilities.
- gotenberg/gotenberg - Docker API for converting documents to PDF.
- Kozea/WeasyPrint - Convert HTML and CSS to PDF.
- paperless-ngx/paperless-ngx - Self-hosted document management with OCR.
- mayan-edms/Mayan-EDMS - Free open-source document management system with OCR and workflow support.
- xberg-io/xberg - Rust-core document intelligence extracting text, tables, and metadata.
OCR
- PaddlePaddle/PaddleOCR - Multilingual OCR toolkit.
- hiroi-sora/Umi-OCR - OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片，PDF文档识别，排除水印/页眉页脚，扫描/生成二维码。内置多国语言库。.
- naptha/tesseract.js - Pure Javascript OCR for more than 100 Languages.
- ocrmypdf/OCRmyPDF - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched.
- deepseek-ai/DeepSeek-OCR - Contexts Optical Compression.
- datalab-to/surya - High-accuracy open OCR model with layout, reading order, and table recognition in 90+ languages.
- tesseract-ocr/tesseract - Tesseract Open Source OCR Engine (main repository).
- JaidedAI/EasyOCR - Ready-to-use OCR with 80+ supported languages and writing scripts.
- RapidAI/RapidOCR - Multi-language OCR toolkits based on ONNX Runtime, OpenVINO, and PyTorch.
- madmaze/pytesseract - A Python wrapper for Google Tesseract.
- mindee/doctr - Deep-learning OCR library for document text recognition.
- sirfz/tesserocr - A Python wrapper for the tesseract-ocr API.
- manisandro/gImageReader - A Gtk/Qt front-end to tesseract-ocr.
- mittagessen/kraken - OCR engine for all the languages.
- breezedeus/CnSTD - PyTorch-based package for scene text detection and document layout analysis.
- Calamari-OCR/calamari - Line based ATR Engine based on OCRopy.
- google-research/pix2struct - Google's vision-language model for parsing screenshots and documents into structured text.
- datalab-to/chandra - OCR model for complex tables, forms and handwriting with full layout.
- bytedance/Dolphin - Document image parsing model using heterogeneous anchor prompting.
- zai-org/GLM-OCR - Accurate and fast multimodal OCR model for document understanding.
- studio-dots-ai/dots.ocr - Multilingual document layout parsing inside a single vision-language model.
- getomni-ai/zerox - OCR and document extraction powered by vision models.
- robertknight/ocrs - Rust library and CLI tool for fast OCR from images.
- dynobo/normcap - OCR powered screen-capture tool to capture information instead of images.
PDF libraries
- Stirling-Tools/Stirling-PDF - #1 PDF Application on GitHub that lets you edit PDFs on any device anywhere.
- pymupdf/PyMuPDF - High-performance Python library for PDF data extraction and manipulation.
- jsvine/pdfplumber - Plumb PDFs for detailed character, rectangle, and table extraction.
- pdfcpu/pdfcpu - PDF tooling for Go and the command line.
- py-pdf/pypdf - Pure-Python PDF library for splitting, merging, cropping, and transforming pages.
- pdfminer/pdfminer.six - Community maintained fork of pdfminer - we fathom PDF.
- qpdf/qpdf - Qpdf: A content-preserving PDF document transformer.
- pikepdf/pikepdf - A Python library for reading and writing PDF, powered by QPDF.
- camelot-dev/camelot - A Python library to extract tabular data from PDFs.
- mozilla/pdf.js - PDF rendering in the browser with JavaScript.
- 0xabu/pdfannots - Extract annotations from PDF files.
- apache/pdfbox - Java library for working with PDF documents.
- LibrePDF/OpenPDF - Open-source Java PDF library.
- PDFMathTranslate/PDFMathTranslate - AI-powered PDF translation preserving layout; supports Google, DeepL, Ollama, OpenAI.
Structured extraction
- enoch3712/ExtractThinker - ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.
- Zipstack/unstract - LLM-driven extraction of structured data from unstructured documents.
- ucbepic/docetl - A system for agentic LLM-powered data processing and ETL.
- Azure-Samples/azure-ai-content-understanding-python - Azure Content Understanding samples.
- MicrosoftLearning/mslearn-ai-information-extraction - Labs on AI-powered information extraction.
- run-llama/llama_cloud_services - Knowledge Agents and Management in the Cloud.
- bhaskatripathi/pdfGPT - PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The.
- instill-ai/instill-core - Instill Core is a full-stack AI infrastructure tool for data, model and pipeline.
- grobidOrg/grobid - Machine learning for extracting structured data from scholarly documents.
- emcf/thepipe - Extracts clean data from complex documents using vision-language models.
Chunking & data pipelines
- feyninc/chonkie - Lightweight ingestion library for fast, efficient, robust RAG pipelines.
- isaacus-dev/semchunk - Fast library for splitting text into semantically meaningful chunks.
- huggingface/datatrove - Platform-agnostic pipeline blocks for large-scale data processing.
- allenai/dolma - Data and tools for generating and inspecting OLMo pre-training data.
- ChenghaoMou/text-dedup - All-in-one text de-duplication.
- treeverse/dvc - Data Versioning and ML Experiments.
- fsspec/filesystem_spec - Unified interface to local and remote filesystems.
- piskvorky/smart_open - Stream large files from S3, GCS and HDFS.
- google/magika - AI-powered file-type detection.
- kurtmckee/feedparser - Universal feed parser for RSS and Atom.
- feyninc/chonkiejs - Type-friendly, lightweight, fast text-chunking library for TypeScript.
Media ingestion
- yt-dlp/yt-dlp - Download videos from YouTube and 1000+ sites.
- python-pillow/Pillow - Imaging library for Python.
- FFmpeg/FFmpeg - The standard toolkit for audio and video processing.
- Zulko/moviepy - Video editing with Python.
Web content extraction
- jina-ai/reader - Converts any URL into LLM-friendly text with a simple URL prefix.
- AndyTheFactory/newspaper4k - News article extraction with NLP: titles, authors, dates, summaries.
- adbar/htmldate - Fast and robust date extraction from web pages, Python or CLI.
- codelucas/newspaper - News article full-text and metadata extraction for Python 3.
- goose3/goose3 - A Python 3 compatible version of goose http://goose3.readthedocs.io/en/latest/index.html.
- mozilla/readability - A standalone version of the readability lib.
- miso-belica/jusText - Heuristic based boilerplate removal tool.
- adbar/trafilatura - Python and CLI tool for web crawling, scraping, and text extraction.
- matthewwithanm/python-markdownify - Convert HTML to Markdown.
- Alir3z4/html2text - Convert HTML to Markdown-formatted text.
- fhamborg/news-please - News-please - an integrated web crawler and information extractor for news that just works.
- scrapinghub/extruct - Extract embedded metadata from HTML markup.
- weblyzard/inscriptis - HTML to text converter preserving layout semantics.
Web archiving
- ArchiveBox/ArchiveBox - Self-hosted web archiving: saves pages as HTML, PDFs, media, and WARC.
- gildas-lormeau/SingleFile - Saves a complete web page as a single self-contained HTML file.
- webrecorder/browsertrix-crawler - High-fidelity browser-based web archiving crawler in Docker.
- webrecorder/warcio - Streaming WARC/ARC library for fast web archive IO.
Workflow Automation
No-code and code-first automation with AI steps — the glue between your agents and everything else.
AI workflow platforms
- n8n-io/n8n - Fair-code workflow automation with native AI agent nodes.
- activepieces/activepieces - Open-source automation with ~400 MCP servers built in.
- windmill-labs/windmill - Open-source developer platform for scripts, workflows and UIs.
- kestra-io/kestra - Declarative orchestration platform with AI steps.
- automatisch/automatisch - Open-source Zapier alternative.
- huginn/huginn - Agents that monitor and act on your behalf.
- simstudioai/sim - Collaborative workspace to build, deploy, and monitor AI agents.
- 1Panel-dev/MaxKB - Open-source platform for building enterprise-grade AI agents.
- PipedreamHQ/pipedream - Connect APIs remarkably fast with event-driven workflows.
- PySpur-Dev/pyspur - Visual playground for building and iterating agentic workflows.
- Ironclad/rivet - Open-source visual AI programming environment and TS library.
- bytechefhq/bytechef - Open-source AI agents and workflow automation platform.
- bytedance/flowgram.ai - Extensible workflow development framework with built-in canvas and forms.
- node-red/node-red - Low-code visual programming for event-driven applications.
- AutomaApp/automa - Browser extension that automates the web with visual blocks.
- baptisteArno/typebot.io - Self-hostable visual builder for conversational chatbots.
- browser-use/workflow-use - Create and run deterministic browser workflows from recorded actions.
- oculix-org/SikuliX1 - Automate GUIs with image-recognition-based scripting.
n8n templates & tooling
- Zie619/n8n-workflows - Large searchable archive of n8n workflows.
- wassupjay/n8n-free-templates - 200+ plug-and-play n8n templates with AI steps.
- EtienneLescot/n8n-as-code - Gives AI agents n8n node schemas and templates to build workflows as code.
- breaking-brake/cc-wf-studio - Visual workflow editor for Claude Code.
Durable workflow engines
- triggerdotdev/trigger.dev - Open-source platform for durable TypeScript AI agent tasks and workflows.
- hatchet-dev/hatchet - Postgres-backed orchestration engine for durable tasks, DAGs, and AI agents.
- dapr/dapr - Portable runtime for distributed apps with workflow orchestration.
- cadence-workflow/cadence - Distributed, durable orchestration for long-running workflows.
- Azure/durabletask - Durable Task Framework for long-running .NET orchestrations.
- dbos-inc/dbos-transact-py - Database-backed durable workflows for Python.
- golemcloud/golem - Agent-native platform for durable AI agents and services.
- Azure/azure-functions-durable-extension - Durable Functions extension for Azure Functions.
- littlehorse-enterprises/littlehorse - Business-as-code platform for microservice workflows.
- infiniticio/infinitic - Orchestration framework for durable backend processes.
- dotnet/orleans - Cloud-native .NET framework with virtual actors for workflows.
Data pipeline orchestration
- dagster-io/dagster - Orchestration platform for data, ML, and long-running agent pipelines.
- flyteorg/flyte - Dynamic, resilient orchestration for data, models, and compute.
- PrefectHQ/prefect - Workflow orchestration for resilient data and agent pipelines.
- apache/hamilton - Define testable, modular dataflows and agent pipelines in Python.
- spotify/luigi - Python module for building complex pipelines of batch jobs.
- dbt-labs/dbt - Transform data in your warehouse with SQL-based DAG pipelines.
- apache/dolphinscheduler - Modern distributed data orchestration platform.
- kedro-org/kedro - Toolbox for production-ready, reproducible data science pipelines.
- mage-ai/mage-ai - Build, run, and manage data pipelines with a notebook UI.
- apache/nifi - Data integration platform with visual flow-based programming.
- biolab/orange3 - Visual programming for interactive data analysis and ML.
- nextflow-io/nextflow - DSL for data-driven computational pipelines.
- Netflix/maestro - Netflix's workflow orchestrator for data pipelines.
- SQLMesh/sqlmesh - Scalable data transformation with backwards-compatible pipelines.
- snakemake/snakemake - Workflow management system for reproducible data analysis.
- apache/hop - Visual data orchestration platform for pipelines.
- broadinstitute/cromwell - Scientific workflow engine for simple, scalable pipelines.
- aiidateam/aiida-core - Workflow engine for computational science and provenance.
- arvados/arvados - Platform for managing biomedical big-data pipelines.
- dagucloud/dagu - Self-hostable workflow orchestrator with a web UI and DAGs.
- apache/camel - Open-source integration framework with 350+ connectors.
Task queues & schedulers
- celery/celery - Distributed task queue for Python with scheduling and retries.
- OptimalBits/bull - Premium Redis-backed queue for distributed jobs in Node.js.
- hibiken/asynq - Simple, reliable, and efficient distributed task queue in Go.
- sidekiq/sidekiq - Simple, efficient background processing for Ruby.
- rq/rq - Simple Redis-backed job queues for Python.
- healthchecks/healthchecks - Monitor cron jobs and background tasks with dead-man switches.
- agenda/agenda - Lightweight MongoDB-backed job scheduling for Node.js.
- HangfireIO/Hangfire - Easy background job processing for .NET applications.
- resque/resque - Redis-backed Ruby library for background jobs and queues.
- taskforcesh/bullmq - Message queue and batch processing for Node.js and Python.
- RichardKnop/machinery - Asynchronous task queue for Go with distributed messaging.
- quartz-scheduler/quartz - Feature-rich job scheduling library for Java.
- contribsys/faktory - Language-agnostic persistent background job server.
- coleifer/huey - A little task queue for Python backed by Redis.
- jhuckaby/Cronicle - Distributed task scheduler and runner with a web UI.
- riverqueue/river - Fast, reliable background jobs for Go on Postgres.
- Bogdanp/dramatiq - Fast and reliable background task processing for Python 3.
- timgit/pg-boss - Queue jobs in Postgres from Node.js like a boss.
- bee-queue/bee-queue - Simple, fast, robust Redis-backed task queue for Node.js.
- oban-bg/oban - Robust job processing in Elixir backed by Postgres.
- mcuadros/ofelia - Docker job scheduler, like crontab for containers.
- citusdata/pg_cron - Run periodic jobs directly inside PostgreSQL.
- python-arq/arq - Fast async job queuing and RPC in Python with Redis.
- bensheldon/good_job - Multithreaded Postgres-based Active Job backend for Rails.
- quantum-elixir/quantum-core - Cron-like job scheduler for Elixir.
- rails/solid_queue - Database-backed Active Job backend for Ruby on Rails.
- graphile/worker - High-performance Node.js/Postgres job queue.
- taskiq-python/taskiq - Distributed async task queue for Python.
- cybertec-postgresql/pg_timetable - Advanced cron-style scheduling for PostgreSQL.
- procrastinate-org/procrastinate - Postgres-based task queue for Python.
- gearman/gearmand - Application framework to farm out work to machines.
- rundeck/rundeck - Self-service operations automation and job scheduling.
- MassTransit/MassTransit - Distributed application framework and message bus for .NET.
- rebus-org/Rebus - Simple, lean service bus implementation for .NET.
- hashicorp/nomad - Flexible workload orchestrator for containers and batch jobs.
BPM & process engines
- Activiti/Activiti - Lightweight workflow and BPM platform for Java.
- flowable/flowable-engine - Compact, efficient workflow and BPM platform for Java.
- elsa-workflows/elsa-core - Workflow engine for .NET with a visual designer.
- camunda/camunda - Process orchestration framework for BPMN workflows at scale.
- kiegroup/jbpm - Business process management suite for Java.
- aelassas/wexflow - Workflow automation engine for .NET.
- ProcessMaker/processmaker - BPM core for process-based applications.
- operaton/operaton - BPMN process automation for everyone.
- imixs/imixs-workflow - Open-source BPM technology for human-centric workflows.
- bonitasoft/bonita-engine - Engine to deploy and manage process-based applications.
- cibseven/cibseven - Community BPMN platform forked from Camunda 7.
- statelyai/xstate - State machines, statecharts, and actors for complex app logic.
CI/CD & event automation
- nektos/act - Run your GitHub Actions workflows locally for fast testing.
- harness/harness - Open-source end-to-end developer platform with CI/CD pipelines.
- jenkinsci/jenkins - Extensible automation server for building and deploying software.
- dagger/dagger - Automation engine to build, test, and ship any codebase anywhere.
- tektoncd/pipeline - Cloud-native CI/CD pipeline framework for Kubernetes.
- StackStorm/st2 - Event-driven automation for auto-remediation and ChatOps.
- argoproj/argo-events - Event-driven automation framework for Kubernetes.
- knative/eventing - Event-driven application platform for Kubernetes.
- FellouAI/eko - Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai.
Model Gateways & Routing
One endpoint, many providers, automatic fallback.
AI gateways
- BerriAI/litellm - Call 100+ LLM APIs in OpenAI format with cost tracking and guardrails.
- maximhq/bifrost - Enterprise AI gateway with adaptive load balancing.
- Portkey-AI/gateway - Blazing-fast gateway with routing, caching and guardrails.
- diegosouzapw/OmniRoute - MIT gateway over 350+ providers with quota-aware fallback and token compression.
- QuantumNous/new-api - A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs.
- songquanpeng/one-api - LLM API 管理 & 分发系统，支持 OpenAI、Azure、Anthropic Claude、Google.
- mnfst/llm-gateway - Connect Your Agents And Harnesses With Any Provider.
- algorithmicsuperintelligence/optillm - Optimizing inference proxy for LLMs.
- theopenco/llmgateway - Route, manage, and analyze LLM requests across providers through one unified API.
- modelbus/one-api-pro - Enterprise-grade AI API gateway built on one-api with billing and clustering.
- Nya-Foundation/NyaProxy - Central manager for AI and web API access keys with reliability and security controls.
- Helicone/ai-gateway - Open-source AI gateway for routing LLM traffic with observability built in.
- Mirrowel/LLM-API-Key-Proxy - Universal LLM gateway with OpenAI/Anthropic-compatible endpoints and load balancing.
- adaline/gateway - Fully local SDK providing one unified interface for calling 200+ LLMs.
- labring/aiproxy - High-performance AI gateway with multi-channel management, rate limiting, and monitoring.
- TokenFlux/TokenRouter - Next-generation LLM gateway with token-aware routing.
- OctaFuse/octafuse-gateway - Self-hosted AI gateway unifying providers and keys with routing and budget controls.
- ferro-labs/ai-gateway - Unified AI gateway for 30+ LLMs with caching, guardrails, and cost controls.
- alexazhou/gt_ai_gateway - Lightweight high-performance AI gateway with protocol translation and caching.
- LeenHawk/gproxy - Rust multi-channel LLM proxy with OpenAI/Claude/Gemini-style APIs and admin console.
- inference-gateway/inference-gateway - Cloud-native gateway unifying local and cloud LLM providers behind one API.
- msmarkgu/RelayFreeLLM - REST API routing user prompts to various AI model providers.
- arcships/aimux - Rust LLM access layer exposing one API across 325 AI providers.
- yolorouter/yolorouter - Self-hosted OpenAI-compatible gateway with multi-provider failover and key rotation.
- Nayjest/lm-proxy - OpenAI-compatible HTTP LLM proxy and gateway for multi-provider inference.
- rxliuli/llm-api-proxy - OpenAI-compatible proxy for multiple LLM models deployable to edge runtimes.
- mydisha/keirouter - Blazing-fast self-hostable AI gateway with intelligent routing.
- Felix-au/OmniKey-AI-Unified-Key-Manager - Self-hosted LLM proxy and failover gateway with encrypted credential storage.
- nidjbs/go-ai-gateway - Lightweight AI gateway written in Go.
- MoyuFamily/ai-relay - Serverless AI API gateway for Vercel and Cloudflare with multi-provider fallback chains.
- Shaf2665/Hermes-router - OpenAI/Anthropic-compatible router with provider failover, key rotation, and caching.
- omarluq/cc-relay - Blazing-fast LLM API gateway written in Go.
- azrtydxb/Fastllm-proxy - Lowest-overhead production LLM router: one OpenAI-compatible endpoint for 80 providers.
- openziti/llm-gateway - Zero-trust LLM gateway with semantic routing and identity-based access control.
- Noveum/ai-gateway - Low-latency provider-agnostic AI gateway for demanding AI workflows.
- Inebrio/Routerly - Self-hosted LLM gateway routing across providers with cost tracking and budgets.
- greynewell/infermux - Lightweight multiplexer routing inference requests across providers.
- mxyhi/token_proxy - Local AI API gateway with token accounting, load balancing, and one-click setup.
- ubiomni/mrouter - Terminal-driven router: one endpoint for every model with monitoring and failover.
- zhengqia/ModelHub - Smart routing across 1000+ global model endpoints for cheaper, faster access.
- mylxsw/llm-gateway - Enterprise-grade LLM gateway with intelligent routing, failover, and a dashboard.
- 1Panel-dev/1Panel-Gateway - Enterprise AI gateway with unified access, smart routing, and compliance auditing.
- agentsmith-project/llm-universal-proxy - Universal proxy unifying access to multiple LLM providers.
- mibgb65-cloud/OmniProxy - Local token scheduler and quota monitor doubling as a desktop proxy gateway.
- ziozzang/llm-toolcall-proxy - General-purpose proxy normalizing tool-calling APIs across providers.
- flowapi-net/flow-llm-router - Token-saving LLM router with automatic provider selection.
- sxueck/llm-gateway - Lightweight distributed LLM gateway with a web UI for model management.
- MiXaiLL76/auto_ai_router - High-performance LLM proxy router with load balancing and rate limiting.
- muxi-ai/onellm - Unified interface for hundreds of LLMs with caching and fallback mechanisms.
- VonSdite/LLM_Proxy - Unified LLM proxy with custom request and response transformation.
- yatesdr/go-llm-proxy - Lightweight Go proxy for LLM API traffic.
- PriceNing/LLM-AIO-Gateway - Unified OpenAI/Anthropic/Responses gateway with vision injection for text-only models.
- cniu6/anyproxyai - Universal AI API gateway GUI for routing and converting multiple provider APIs.
- Instawork/llm-proxy - Go-based LLM proxy for cost tracking and rate limiting.
- ZiChuanLan/meta-gateway - OpenAI-compatible multi-channel LLM relay gateway with admin console.
- obirler/LLMProxy - Intelligent backend routing proxy for large language models.
- fabiojbg/LLMApiGateway - Personal LLM gateway with retries, model sequencing, and fault tolerance.
- 8monkey-ai/hebo-gateway - AI gateway framework for full control over models, routing, and lifecycle.
- shenald-dev/one-api - Single-binary OpenAI-compatible gateway for 20+ LLM providers.
- elixir-vibe/llm_proxy - Elixir-native LiteLLM alternative for multi-provider routing and fallbacks.
- llm-d/llm-d-batch-gateway - Standalone backend-agnostic OpenAI-compatible batch API processing engine.
- Lincoln-cn/JAiRouter - Production AI model gateway with load balancing, circuit breaking, and failover.
- lunargate-ai/gateway - High-performance self-hosted OpenAI-compatible AI gateway with retries.
- AlphaBitCore/nexus-gateway - Enterprise AI traffic gateway with compliance, semantic cache, and quotas.
- fridge1/llmgateway - Unified LLM API gateway and commercial platform with billing and admin console.
- mrexodia/logging-proxy - High-performance reverse proxy for logging LLM traces.
- vimalinx/LocalRouter - Loopback-first universal API gateway for local AI agents.
- mlpal-ai/mlpal-gateway - Open-source AI gateway with per-request cost metering and per-key budgets.
- Kong/kong - Cloud-native API gateway with AI proxy, routing and rate limiting for LLM traffic.
- apache/apisix - Cloud-native API gateway with AI plugins for LLM proxying, load balancing and rate limits.
- katanemo/plano - AI-native proxy and data plane with smart LLM routing and observability for agentic apps.
- ENTERPILOT/GoModel - Go AI gateway exposing a unified OpenAI-compatible API over many model providers.
- APIParkLab/APIPark - High-performance AI and API gateway for LLM API management and distribution.
- bestruirui/octopus - Self-hosted LLM API aggregation gateway that unifies many providers behind one endpoint.
- coaidev/coai - Multi-tenant AI gateway and chat platform with admin, billing and model channel management.
- astaxie/TokenHub - Private enterprise gateway that unifies AI model access, quotas and governance.
- AlephantAI/AIephant-AI-Agent-Gateway - AI agent gateway for routing, tracking, and controlling LLM usage across agents.
- RelayPlane/proxy - Local-first LLM proxy metering agent-run costs and stopping runaway spend.
- blue-pen5805/llm-proxy-on-cloudflare-workers - Serverless multi-LLM proxy built on Cloudflare Workers.
- QImageLab/cf-proxy - Zero-config reverse proxy on Cloudflare Workers for AI API traffic.
- PicoMLX/PicoAIProxy - Reverse proxy for OpenAI and Anthropic written in server-side Swift.
- justjavac/openai-proxy - Lightweight Go proxy for reaching OpenAI and ChatGPT APIs.
- vkeenan/ai-gateway - AI gateway integrating OpenAI models into Salesforce for text generation.
- pjq/sap-ai-core-llm-proxy - OpenAI-compatible LLM proxy for SAP AI Core deployments.
- invariantlabs-ai/invariant-gateway - LLM proxy for observing and debugging what AI agents are doing.
- Compresr-ai/Context-Gateway - Agentic proxy adding history compaction and context optimization to agent workflows.
- MartialBE/one-hub - OpenAI API management and distribution fork.
- theagentrouter/agent-router - Envoy-powered control plane for AI and agent traffic, formerly Envoy AI Gateway.
- kgateway-dev/kgateway - Cloud-native API gateway and AI gateway built on Envoy.
- higress-group/higress - AI-native API gateway with LLM routing, caching, and guardrails.
- tbphp/gpt-load - Self-hosted AI gateway with multi-key scheduling, failover, and usage logs.
- Veloera/Veloera - Self-hosted AI gateway for unified multi-provider LLM API management.
- zdjts/llm_proxy - Self-hosted OpenAI-compatible LLM gateway in Rust with failover.
- victornguyen247/LLM-GateWay - Go API gateway with rate limiting, caching, and guardrails.
- labiium/routiium - Self-hosted LLM reverse proxy with routing, judging, and cost tracking.
- mindfulcto-labs/apiloom-ce - High-performance Go API gateway with a unified LLM proxy.
- TonicAI/distillery - Open-source multi-provider AI gateway proxy with traffic capture and redaction.
- Continuum-AI-Corp/OrcaRouter-Lite - Self-hosted OpenAI-compatible LLM router with BYOK and a managed safety net.
- experientiallabs/experiential - Zero-markup gateway for BYOK, self-hosted and marketplace models.
- casdoor/casdoor - An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MC.
- TykTechnologies/tyk - Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol).
Smart model routers
- BlockRunAI/ClawRouter - The agent-native LLM router for autonomous agents. Every frontier model behind one wallet, <1ms.
- vllm-project/semantic-router - Programmable mixture-of-models router for heterogeneous LLM inference on vLLM.
- weave-os/router - Model router for agentic systems routing each prompt to the right model in under 50ms.
- ulab-uiuc/LLMRouter - Open-source library for routing LLM requests across models and providers.
- LanceZPF/agent-as-a-router - Reference implementations of Agent-as-a-Router for agentic model routing in coding tasks.
- NadirRouter/NadirClaw - LLM router and cost optimizer routing simple prompts to cheap models automatically.
- gargpratyush/jev-router - Routes Claude Code tasks to the cheapest capable model using Jev.
- asdecided/WayfinderRouter - CLI tool for deterministic routing of queries between local and hosted LLMs.
- llm-d/llm-d-router - Intelligent entry point routing inference requests across the llm-d serving stack.
- harrrshall/tinyrouter - Tiny 10K-parameter router learning which open-source model should answer each query.
- BillionsBobby/JevRouter - Lightweight Jev-powered router for models, tools, and subagents.
- bitrouter/bitrouter - Minimal interpretable model router that learns and adapts to agent workflows.
- peva3/SmarterRouter - Intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI.
- Francis1998/nexus-llm-router - Multi-LLM router with task-aware routing, cost optimization, and safety controls.
- microsoft/best-route-llm - Multi-sampling LLM query router cutting costs up to 60% with minimal quality loss.
- xorbitsai/xrouter-llm - Prompt-aware router predicting which model completes each request and picking the cheapest.
- izzoa/polyrouter - Self-hostable LLM router with explicit-first routing, fallbacks, and spend limits.
- cgaeking/ClawRouter - Smart LLM router with direct API keys and OpenRouter support.
- tzachbon/claude-model-router-hook - Claude Code hooks auto-switching model tier based on task complexity.
- yeliu84/pi-model-router - Pi agent extension routing each turn to the right LLM tier by intent and budget.
- marco-jardim/opencode-model-router - OpenCode plugin for automatic model-tier delegation by task weight.
Coding-agent & API translation proxies
- fuergaosi233/claude-code-proxy - Claude Code to OpenAI API Proxy.
- decolua/9router - Free AI coding router: one endpoint for 40+ providers with auto-fallback for coding agents.
- luqman-v1/9router-go - High-performance Go proxy gateway for 9Router LLM routing at 32K RPS.
- duolahypercho/codex-router - External-model router for Codex with Kimi and DeepSeek support plus safe migration.
- 1rgs/claude-code-proxy - Proxy that lets Claude Code run on OpenAI-compatible models.
- HarnessRouter/harnessrouter - Self-hosted unified interface running coding harnesses through one API with failover.
- LiteLLM-Labs/litellm-agent-control-plane - Single control plane to call coding agents and agent APIs through one interface.
- kittors/CliRelay - Self-hosted AI gateway giving coding CLIs one OpenAI/Claude/Gemini/Codex endpoint.
- routatic/proxy - Routes Claude Code requests across multiple upstreams with automatic model selection.
- MAXeaglet/commandcode-proxy - Reverse proxy exposing the Command Code API as OpenAI- and Anthropic-compatible endpoints.
- zhu327/gemini-openai-proxy - Proxy converting the OpenAI API protocol to the Google Gemini protocol.
- zuisong/gemini-openai-proxy - OpenAI-to-Google-Gemini proxy running on Deno edge infrastructure.
- google-gemini/proxy-to-gemini - Proxy sidecar accessing Gemini models via OpenAI and Ollama APIs.
- Sinholms/setup-gateway - Zero-dependency configurator deploying an OpenAI-compatible gateway for coding CLIs.
- HernanJiang/CodexRouter - Local-first Codex multi-model router with a Windows configurator.
- CaddyGlow/ccproxy-api - Local reverse proxy giving unified access to Claude and Codex through one interface.
- OrionStarAI/claudecode-vertex-proxy - Proxy letting Claude Code access Claude models through GCP Vertex AI.
- LiteLLM-Labs/litellm-rust - Minimal Rust gateway for coding agents, LiteLLM-compatible.
- tingxifa/claude_proxy - Cloudflare Workers proxy translating Claude API format to OpenAI format.
- mos1128/ccg-gateway - Multi-agent compatible LLM gateway with efficiency tooling.
- GreyGunG/grokbuild-proxy - Local self-hosted proxy bridging Grok Build to Claude Code and OpenAI formats.
- aptdnfapt/qwen-code-oai-proxy - Proxy exposing Qwen Code coder models to any OpenAI-compatible tool.
- XxxXTeam/codex-proxy - Codex API proxy service with OpenAI and Claude multi-protocol compatibility.
- nettee/gemini-cli-proxy - Wraps the Gemini CLI as an OpenAI-compatible API service.
- bigdata2211it-web/opencode-free-proxy - Proxy for OpenCode free-tier models via Zen API with OpenAI and Anthropic compatibility.
- LiteLLM-Labs/litellm-relay - Onboards coding tools onto a LiteLLM AI gateway with zero setup.
- m0n0x41d/anthropic-proxy-rs - Rust proxy converting Anthropic API requests to OpenAI-compatible format.
- klarkxy/open-console-gateway - Unified gateway managing AI subscriptions for desktop apps and coding tools.
- ypollak2/llm-router - Universal LLM router for coding tools with a free-first fallback chain.
- Able-rip/cc-VisionRouter - Transparent Claude Code proxy auto-routing image requests to multimodal models.
- arbs-io/github-copilot-llm-gateway - Copilot extension adding self-hosted open-source models to the chat experience.
- dev2k6/command-code-proxy-server - OpenAI-compatible proxy server exposing CommandCode API endpoints locally.
- BytePioneer-AI/weixin-agent-gateway - WeChat-facing AI gateway unifying OpenClaw, Codex, and Claude Code backends.
- yuseferi/opencode-litellm - OpenCode plugin adding LiteLLM proxy support with dynamic model discovery.
- superagent-ai/gateway - Tiny Rust gateway for running coding agents across model providers safely.
- KochC/opencode-llm-proxy - Local OpenCode-backed LLM gateway with streaming and tool calling.
- Lucasmantou/codex-proxy - Proxy letting Codex use any LLM, cutting costs 30-50x via cheaper providers.
- yinxulai/claude-proxy - Free proxy converting Claude API format to OpenAI format with streaming and tool calls.
- iqmeta/copilot-ollama-multi-provider-ai-proxy - Proxy running DeepSeek, Groq, Ollama, and more models inside GitHub Copilot.
- ttimasdf/pi-provider-newapi - Pi provider extension for self-hosted NewAPI gateways with cost calculation.
- promptadvisers/grokrouter - Bring-your-own-model router for Grok Bot, Codex, and OpenRouter on Mac.
- chand1012/claude-code-mlx-proxy - Proxy running Claude Code on local MLX-powered models.
- evanlong-me/nvidia-anthropic-proxy - Cloudflare Worker proxy enabling Claude Code to use NVIDIA NIM models.
- theRizwan/llm7-codex-proxy - Python proxy letting the Codex app talk to LLM7 via an OpenAI-compatible endpoint.
- luwill/Claude-Code-Model-Router - Lightweight gateway switching Claude Code to third-party AI models.
- RunMintOn/OpenCode-Qwen-Proxy - OAuth plugin using a Qwen account for OpenCode CLI models.
- 12errh/zen-proxy - Local proxy exposing OpenCode free Zen models to any agent tool.
- JichinX/codex-glm-proxy - Local proxy enabling Codex CLI to work with GLM models.
- lidge-jun/opencodex - Universal provider proxy that lets OpenAI Codex and Claude Code use any LLM backend.
- seaavey/SRouter - Local-first AI gateway connecting coding tools to multiple providers with failover.
- miztertea/nim-proxy - Tiny rate-limit-aware OpenAI-compatible proxy for the NVIDIA NIM API.
- router-for-me/CLIProxyAPI - Wraps coding-agent subscriptions as OpenAI, Gemini and Claude-compatible APIs.
- miuuyy/codex-chatgpt-web - Uses ChatGPT Web as a native model provider in Codex.
- yetone/magpie - Menu-bar app to run Codex, Claude Code and other agents on any model.
- ThinkWatchProject/ThinkWatch-Lite - Local gateway for Claude Code and Codex to switch upstreams and track cost.
- rynfar/meridian - Use Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, usage dashboard and Mac app. Antigravity preview av.
Privacy & security gateways
- dataiku/kiji-proxy - Privacy proxy that scrubs sensitive content from OpenAI requests.
- CassiopeiaCode/CosyRedactGateway - Stateless privacy gateway redacting secrets before LLM upstreams and restoring them.
- occludra/gateway - Self-hosted AI security proxy redacting PII and blocking prompt injection.
Router research & benchmarks
- ulab-uiuc/Router-R1 - Research implementation teaching LLMs multi-round routing and aggregation via RL.
- RouteWorks/RouterArena - Open framework for evaluating LLM routers with datasets, metrics, and leaderboard.
- MilkThink-Lab/RouterEval - Benchmark suite for evaluating routing strategies across LLMs.
- ynulihao/LLMRouterBench - Massive benchmark and unified framework for LLM routing research.
- ulab-uiuc/GraphRouter - Graph-based router for LLM selection from ICLR 2025 research.
Free LLM APIs & Free Tiers
Build and learn without a credit card.
Free LLM API directories
- open-free-llm-api/awesome-freellm-apis - 130+ free LLM APIs with one-click setup for Claude Code, Cursor and Codex.
- mnfst/awesome-free-llm-apis - Permanent free LLM API keys.
- nejib1/Free-LLM - Directory of free LLM APIs, synced daily.
- zebbern/no-cost-ai - 80+ free AI services for chat, image, video and voice.
- vava-nessa/free-coding-models - Find, benchmark and install 170+ free coding models from the CLI.
- guihuashaoxiang/FreeLLM-API-KeyHub - Curated list of free Chinese LLM APIs and access guides.
- amardeeplakshkar/awesome-free-llm-apis - Curated list of permanently free LLM APIs with rate limits.
- mvalentsev/awesome-free-ai-coding - Legal free LLM APIs and coding agents, probe-verified weekly.
- pacocartones/free-llm-api-hub - Continuously verified dataset of free-tier and trial-credit LLM APIs.
- alirezasafaei-dev/awesome-free-llm-apis-ir - Persian-first directory of free LLM APIs with quotas.
- freellms/free-llm-api-keys - Daily-updated directory of free LLM API keys, no credit card.
- xyzs996/free-llm-api - Verified list of free-tier limits and OpenAI-compatible endpoints.
- ma-pony/awesome-free-llm-api - Source-linked directory of free and trial LLM APIs.
- ai-resource-radar/ai-resource-radar - Daily-verified free LLM APIs, token prices, and GPU deals.
- Kyzenkms/free-ai-providers - Benchmark directory and config generator for free AI relays.
- YoannDev90/awesome-free-ai-api - List of 80 AI APIs providing models free, no card needed.
- Drvivek34/Free-API-Bazaar - Directory of free LLM and AI APIs with real limits.
- ishandutta2007/Awesome-LLM-APIS-FREE - 100+ LLM APIs to maximize free-tier utilization.
- happyyboxx/free-llm-atlas - Atlas of 46+ free LLM platforms with automated probing.
- viratk-dev/free-ai-api-directory - 100+ verified free AI APIs with zero dead links.
- tatn/awesome-free-ai-apis - Curated list of free AI and LLM API resources.
- hokithree7/freetoken - Find and verify free-access LLM API routes with dated evidence.
- felipetruman/free-llm-hub - Unified catalog of 187+ LLM APIs, engines, and gateways.
- Ashfaq-Riyaldeen/free-llm-apis - Decision-focused list of free LLM APIs in 2026.
- DevAnimecx/free-ai-agent-stack - 384 free resources for building an AI agent in 2026.
- robhunterclaude/free-llm-api-index - Free tiers for AI and LLM APIs, dated and sourced.
- Owaid0723666/free-llm-radar - Daily probes of free LLM API models for uptime.
Free-tier routers & gateways
- tashfeenahmed/freellmapi - Stack 34 free-tier providers behind one
/v1endpoint. - tayyabimam1/freellmapi - My fork with additional custom-endpoint support.
- humantonylee/free-router - Free AI model router with comparison and switching across providers.
- MrFadiAi/free-llm-gateway - OpenAI-compatible gateway aggregating 14+ free LLM providers with fallback routing.
- ClawLabsAI/free-ai-models - Daily-updated ranked list of free AI models with one OpenAI-compatible routing endpoint.
- ihsan-ramadhan/bansos-router - Keyless router serving free coding models to every coding harness via one endpoint.
- 0xzr/freellmpool - Free LLM gateway spanning 22 providers and 178 routes with keyless startup.
- Devansh-365/freellm - OpenAI-compatible gateway aggregating 8 free LLM providers with smart failover.
- GoDiao/Free-Way - Local gateway giving coding tools free access to 14+ LLM providers.
- spf0209/FreeAI-Gateway - OpenAI-compatible gateway for free AI web APIs like GLM, Kimi, and Qwen.
- thy-chan/model-gateway - AI model gateway aggregating free LLM quotas with smart polling and failover.
- markwaveio/FreeRouter - Zero-price model router built on LiteLLM for agents and OpenAI-compatible clients.
- NoelJudeNoel/open-free-router - Aggregator auto-discovering, routing, and proxying free LLM models worldwide.
- shihabshahrier/freelm - Free LLM client and gateway for Python and TypeScript over free-tier providers.
- fontesmidias/saci - Router for free-tier LLMs with fallback, quota tracking, and a model catalog.
- Artur21101965/freegate - Free multi-provider LLM proxy with automatic failover across 18 free models.
- ezzcodeezzlife/freerouter - One OpenAI-compatible endpoint with quality-waterfall routing for free LLM keys.
- somratpro/HuggingMes - Run Hermes agent free on a Hugging Face Space.
- romgX/openrelay - Hundreds of free AI model quotas with one-click access for local projects.
- mfoud444/ollamafreeapi - Free distributed API for Ollama LLMs with 50+ models and no key required.
- IngARodriguez/openapis - Free unified proxy for Claude and OpenAI APIs with 100+ models.
- spacepirate15/quantum-free-router - Zero-cost routing across free-tier model APIs with fallback chains.
- KashifKhn/gemini-proxy - Self-hosted OpenAI-compatible Gemini proxy via OAuth, no paid key.
- Corporationakht/LocalCodeCli - Local proxy for Claude Code and Codex CLIs over free providers.
- Free-The-Ai/free-ai - Free OpenAI-compatible AI API with 50+ models and streaming.
- ihuzaifashoukat/free-ai-router - 150+ free AI models across 20+ providers with automatic fallback.
- setan21/free-llm-api-router - Route requests across free LLM providers with automatic failover.
- malda231125/free-llm-gateway - AI-routed gateway for free LLM APIs with key pooling.
- rohansx/nvidia-litellm-router - Latency-based routing across 31 NVIDIA NIM models with failover.
- ferdiunal/laravel-ai-router - Laravel AI SDK provider routing across free models with failover.
- DevvGwardo/free-llm-router - Rotator proxy combining all free tiers into one endpoint.
- colombefioren/COKEY - Pool every free LLM API behind one OpenAI-compatible endpoint.
- mihir0209/AI_engine - Free AI inference router for developers, 21 providers.
- comedy1024/modelscope-auto-proxy - OpenAI-compatible proxy for ModelScope free LLMs with failover.
- tokkkie/free-model-router - Auto-rotating proxy for free OpenRouter LLMs with failover.
- SeyhmusKaya/freellmapi-extended - Free OpenAI-compatible gateway, 150+ models across 15+ providers.
- dklymentiev/free-llm-api-stack - Stack free LLM tiers behind one endpoint with failover.
- autcir/openvidia - Multi-key proxy pooling free-tier NVIDIA NIM keys with dashboard.
- SuperWang-AI/woolgate - Self-hosted AI gateway aggregating free LLM APIs.
- MajidAsghariTabrizi/free-best-router - Intelligent router discovering and ranking free AI models.
- rahamanleon/freellmapi - Free multi-provider LLM API proxy.
- WackyDawg/free-gpt-api - Free OpenAI-compatible REST API with tool calling, no key needed.
- CicadaRelay/free-llm-hub - Launch multiple free and low-friction AI gateways easily.
- Jiao77/LLMflare - Free LLM aggregation gateway on Cloudflare Workers.
- Danylizejp/freellmapi - Aggregate 34 free LLM providers into one API.
- apuslabs/steadyroute - Self-healing free LLM router for changing model pools.
- xtekky/gpt4free - Free LLM API via reverse-engineered providers.
- pollinations/pollinations - Free generative AI API for text and images.
- xiaoY233/Chat2API - Exposes official AI chat web UIs as OpenAI-compatible APIs for zero-cost model access.
- AgnesAI-Labs/AgnesAI-Models - Agnes AI gateway and model catalog with OpenAI-compatible text, image and video APIs.
- GFardad/llm-apipool - Aggregates 40+ free-tier LLM APIs into one OpenAI-compatible endpoint.
Free developer resources & hosting
- public-apis/public-apis - The classic list of free public APIs.
- cporter202/API-mega-list - Large API directory.
- ripienaar/free-for-dev - SaaS/PaaS/IaaS free tiers for developers.
- iSoumyaDey/Awesome-Web-Hosting-2026 - Free-tier vs paid hosting compared.
- DmitryScaletta/free-heroku-alternatives - Free backend hosting alternatives.
- DmitryScaletta/free-database-services - Free database services.
- DigitalPlatDev/FreeDomain - Free domain registration and DNS learning.
- AchoArnold/discount-for-student-dev - Software discounts for student developers.
- hfcorriez/agent-public-apis - Verified public APIs for agents, no keys or signup.
Local Models, Inference & Hardware
Run, fine-tune and quantize open models on your own hardware.
Serving
- ollama/ollama - Run models locally with one command; the default for development.
- ggml-org/llama.cpp - CPU/GPU inference in C++; the engine behind most local tooling.
- vllm-project/vllm - High-throughput production serving with paged attention.
- sgl-project/sglang - Fast serving with structured generation and prefix caching.
- lmstudio-ai/lms - CLI for LM Studio's local model server.
- bentoml/OpenLLM - Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
- mudler/LocalAI - LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
- mozilla-ai/llamafile - Distribute and run LLMs with a single file.
- mlc-ai/mlc-llm - Universal LLM Deployment Engine with ML Compilation.
- NVIDIA/TensorRT-LLM - NVIDIA's official optimized inference engine for LLMs on CUDA GPUs.
- kvcache-ai/Mooncake - KVCache-centric disaggregated LLM serving platform behind Moonshot AI's Kimi.
- microsoft/BitNet - Official inference framework for 1-bit LLMs.
- lyogavin/airllm - AirLLM 70B inference with single 4GB GPU.
- FlashML-org/FreeToken - Datacenter-scale model serving on your desktop for massive local models.
- vllm-project/vllm-omni - Framework for efficient inference with omni-modality models.
- Michael-A-Kuykendall/shimmy - Pure-Rust WebGPU inference engine, GGUF-native and OpenAI-API compatible.
- PaddlePaddle/FastDeploy - High-performance inference and deployment toolkit for LLMs and VLMs.
- ikawrakow/ik_llama.cpp - Fork of llama.cpp with state-of-the-art quantization formats and faster inference.
- containers/ramalama - Serve local AI models through familiar container workflows, from any model source.
- sammcj/gollama - Terminal manager for your Ollama models, written in Go.
- sybil-solutions/local-studio - Control panel for local vLLM, SGLang, llama.cpp, and exllamav3 servers.
- intentee/paddler - Open-source LLM and VLM load balancer for self-hosting at scale.
- nobodywho-ooo/nobodywho - Inference engine for running LLMs locally and efficiently on any device.
- turboderp-org/exllamav3 - Optimized quantization and inference library for LLMs on consumer GPUs.
- GradientHQ/parallax - Distributed model serving framework to build your own AI cluster anywhere.
- sgl-project/sglang-omni - High-performance serving framework for audio and unified multimodal models.
- openvinotoolkit/model_server - Scalable inference server for models optimized with OpenVINO.
- foldl/chatllm.cpp - Pure C++ implementation of several models for real-time chat on CPU and GPU.
- PaddlePaddle/Serving - Flexible, high-performance framework for serving machine learning models.
- mosecorg/mosec - High-performance ML model serving with dynamic batching and CPU/GPU pipelines.
- gavamedia/deltafin - Run the full Kimi K3 model on a single device with an OpenAI-compatible server.
- EricLBuehler/candle-vllm - Efficient platform for inference and serving of local LLMs with OpenAI-compatible API.
- ParisNeo/lollms_hub - Proxy server for managing multiple Ollama instances with key-based security.
- brontoguana/krasis - Hybrid LLM runtime for running larger models on VRAM-limited consumer hardware.
- spark-arena/sparkrun - Launch and manage LLM inference workloads on NVIDIA DGX Spark systems.
- toverainc/willow-inference-server - Self-hosted inference server for LLMs, speech-to-text, and text-to-speech.
- mudler/vllm.cpp - Community C++ engine mirroring vLLM with continuous batching and paged KV cache.
- thushan/olla - Lightweight proxy and load balancer for LLM infrastructure with failover.
- mohitsoni48/TurboLLM - Run any local LLM engine auto-tuned to your GPU with web UI and OpenAI-compatible API.
- onnx/turnkeyml - No-code CLI for accelerating ONNX model deployment workflows.
- timtoole02/Camelid - Rust-native local inference backend with evidence-gated model compatibility.
- wladimiravila/esp32s3-distributed-ai - Distributed LLM inference across ESP32-S3 boards, fully offline.
- b4rtaz/distributed-llama - Distributed LLM inference that clusters home devices to run larger models faster.
- xLLM-AI/xllm - High-performance inference engine for LLM, VLM and DiT models on diverse accelerators.
- Luce-Org/lucebox - Speculative LLM inference server tuned for heterogeneous hardware and consumer GPUs.
- syv-ai/HyperQwen - Serves large Qwen models quickly on consumer 24 GB GPUs.
- 0xShug0/audio.cpp - Pure C++ inference engine for audio models, built on ggml.
- shell-nlp/gpt_server - Open framework for production deployment of LLMs, embeddings, and rerankers.
- Tencent-Hunyuan/Hunyuan-A13B - Open fine-grained MoE model.
- kvcache-ai/ktransformers - CPU-GPU heterogeneous inference for giant MoE models on modest hardware.
- Tiiny-AI/PowerInfer - High-speed LLM serving for local deployment on consumer GPUs.
- EricLBuehler/mistral.rs - Fast, flexible LLM inference engine in Rust with an OpenAI-compatible API.
- huggingface/candle - Minimalist ML framework for Rust with CUDA and inference support.
- nomic-ai/gpt4all - Run local LLMs on any device with a desktop app and API.
- abetlen/llama-cpp-python - Python bindings for llama.cpp with an OpenAI-compatible API server.
- tracel-ai/burn - Next-generation deep learning framework for Rust: flexible and portable.
- mostlygeek/llama-swap - Reliably hot-swap models behind any OpenAI-compatible local server.
- exo-explore/exo - Run frontier AI models locally across a cluster of everyday devices.
- antirez/ds4 - Local inference engine for DeepSeek 4 on Metal, CUDA and ROCm.
- Niko1221/Strata - One-click local inference engine for Qwen models with OpenAI and Anthropic APIs.
- magnitudedev/magnitude - Agent inference engine that tunes its kernels to your hardware.
- Neroued/ninfer - High-performance single-GPU inference for selected models.
Apple Silicon & MLX
- ml-explore/mlx - Array framework for machine learning on Apple silicon.
- jundot/omlx - LLM inference server for Apple Silicon with continuous batching and SSD caching.
- ml-explore/mlx-lm - Run large language models on Apple silicon using MLX.
- Arthur-Ficial/apfel - Free on-device AI for Mac: CLI, OpenAI-compatible server, and chat.
- Blaizzy/mlx-vlm - Inference and fine-tuning of vision-language models on Mac with MLX.
- raullenchai/Rapid-MLX - Fast local AI engine for Apple Silicon with tool calling and prompt caching.
- vllm-project/vllm-metal - Community hardware plugin that enables vLLM on Apple Silicon.
- waybarrios/vllm-mlx - OpenAI-compatible LLM inference server for Apple Silicon built on MLX.
- ddalcu/mlx-serve - Native Apple Silicon LLM inference server, OpenAI and Anthropic API compatible.
- ml-explore/mlx-swift-lm - Run LLMs and VLMs on Apple silicon from Swift with MLX.
- SharpAI/SwiftLM - Native MLX Swift inference server for Apple Silicon with SSD streaming.
- ARahim3/mlx-dspark - Up to 4x faster lossless LLM decoding on Apple Silicon via speculative decoding.
- Trans-N-ai/swama - High-performance MLX-based LLM inference engine for macOS in native Swift.
- carloslfu/slotstream - Stream a 105GB mixture-of-experts model from SSD on Macs with 16 to 64GB RAM.
- Epistates/pmetal - High-performance Apple Silicon framework for local LLM inference and serving.
- youssofal/MTPLX - Fast local inference of Qwen models on Apple Silicon Macs using multi-token prediction.
- incoai/splash - Local inference engine for Apple silicon built around the specific model.
- drumih/turbo-fieldfare - Runs Gemma 4 26B-A4B in about 2 GB of RAM on M-series MacBooks.
On-device, mobile & browser
- mlc-ai/web-llm - High-performance In-browser LLM Inference Engine.
- huggingface/transformers.js - State-of-the-art Machine Learning for the web. Run Transformers directly in your browser, with no need for a server!.
- OpenBMB/MiniCPM - Small yet powerful on-device language models for phones and PCs.
- RunanywhereAI/runanywhere-sdks - Production-ready SDKs for running AI models locally on device.
- qualcomm/GenieX - Run frontier LLMs and VLMs locally across Qualcomm NPU, GPU, and CPU.
- cactus-compute/cactus - Quantization, kernels, and inference runtime for phones, wearables, and robots.
- lemonade-sdk/lemonade - Discover and run local AI apps serving optimized LLMs on your GPU or NPU.
- RightNow-AI/picolm - Run a 1-billion-parameter LLM on a $10 board with 256MB of RAM.
- withcatai/node-llama-cpp - Node.js bindings for llama.cpp to run AI models locally with JSON schema output.
- ROCm/FastFlowLM - Run LLMs on AMD Ryzen AI NPUs, purpose-built and deeply optimized.
- john-rocky/CoreML-Models - Core ML model zoo for iOS and macOS with conversion scripts and sample apps.
- callstackincubator/ai - On-device LLM execution in React Native apps with Vercel AI SDK compatibility.
- ngxson/wllama - WebAssembly bindings for llama.cpp enabling in-browser LLM inference.
- OpenSparX/MasterAgent - Build AI agents that run 100 percent on-device with sub-100ms Qualcomm NPU latency.
- kessler/gemma-gem - Run Google's Gemma model entirely on-device via WebGPU, no cloud needed.
- mybigday/llama.rn - React Native bindings for llama.cpp.
- shubham0204/SmolChat-Android - Run any GGUF small language model locally on Android devices.
- tetherto/qvac - Open-source local AI SDK for on-device inference across desktop and mobile.
- Helldez/BigMoeOnEdge - Run mixture-of-experts models bigger than RAM on a 12GB phone, CPU only.
- NotPunchnox/rkllama - Ollama alternative for Rockchip NPUs to run AI models on Rockchip devices.
- NVIDIA/TensorRT-Edge-LLM - Lightweight C++ LLM and VLM inference software for physical AI at the edge.
- zolotukhin/zinc - Zig inference engine for local LLM inference on AMD GPUs and Apple Silicon.
- NightMean/OlliteRT - Turn an Android phone into an OpenAI-compatible local LLM inference server.
- xybrid-ai/xybrid - Cross-platform on-device AI toolkit for phones, desktops, and edge devices.
- dineshsoudagar/local-llms-on-android - Guide to running Gemma, Qwen, and LLaMA locally on Android with LiteRT and ONNX.
- eleiton/ollama-intel-arc - Run Ollama, Stable Diffusion, and Whisper on Intel Arc GPUs.
- Picovoice/picollm - On-device LLM inference powered by X-bit quantization.
- google-ai-edge/LiteRT-LM - Google inference framework for running LLMs on edge and mobile devices.
- software-mansion/react-native-executorch - On-device AI inference library for React Native built on ExecuTorch.
- sauravpanda/BrowserAI - Run local LLMs and speech models directly in the browser via WebGPU.
- SciSharp/LLamaSharp - C# and .NET bindings for llama.cpp to run LLMs locally.
- off-grid-ai/OGAM - Offline mobile AI app for chat, vision, speech and image generation on-device.
- Mobile-Artificial-Intelligence/maid - Free open-source app for running llama.cpp models locally on mobile and desktop.
- AtomicBot-ai/Atomic-Chat - Local AI app and inference engine for running open-weight LLMs privately.
- cactus-compute/needle - Tiny 2-bit tool-calling model for running agents on small devices.
- alibaba/MNN - Blazing-fast lightweight inference engine for on-device and edge AI.
- Tencent/ncnn - High-performance neural network inference optimized for mobile.
- openvinotoolkit/openvino - Optimize and deploy AI inference across Intel hardware.
- google-ai-edge/mediapipe - Cross-platform ML solutions for live and streaming media.
- apple/coremltools - Tools for Core ML model conversion, editing, and validation.
- dusty-nv/jetson-containers - Machine learning containers for NVIDIA Jetson edge deployment.
- pytorch/executorch - On-device AI across mobile and embedded for PyTorch models.
- Edge0-AI/Edge0 - Streaming mixture-of-experts inference with SSD expert offload on any device.
KV cache, kernels & speculative decoding
- LMCache/LMCache - KV cache layer that accelerates LLM serving across inference engines.
- flashinfer-ai/flashinfer - Kernel library with high-performance attention kernels for LLM serving.
- thu-ml/SageAttention - Quantized attention kernels 2-5x faster than FlashAttention without accuracy loss.
- rednote-machine-learning/RedKnot - Efficient long-context LLM serving with head-aware KV cache reuse.
- 0xSero/turboquant - Near-optimal KV cache quantization for LLM inference with vLLM integration.
- Zefan-Cai/KVCache-Factory - Unified implementations of KV cache compression methods for autoregressive models.
- Zefan-Cai/R-KV - Redundancy-aware KV cache compression for reasoning models.
- sgl-project/SpecForge - Train speculative decoding models and port them to SGLang serving.
- scrya-com/rotorquant - KV cache compression via block-diagonal rotation with llama.cpp integration.
- ModelEngine-Group/unified-cache-management - Persist and reuse KV cache to speed up your LLM serving.
- SafeAILab/EAGLE - Speculative decoding implementation (EAGLE-1/2/3) for faster LLM inference.
- ovg-project/kvcached - Virtualized elastic KV cache for dynamic GPU sharing across LLM servers.
- deepseek-ai/FlashMLA - DeepSeek's efficient multi-head latent attention kernels.
- tile-ai/tilelang - Language for writing high-performance GPU and accelerator kernels.
Quantization & compression
- bitsandbytes-foundation/bitsandbytes - K-bit quantization for PyTorch to run large models on limited VRAM.
- NVIDIA/Model-Optimizer - Unified library of quantization, pruning, and distillation for model deployment.
- vllm-project/llm-compressor - Production-grade LLM compression toolkit built for vLLM inference.
- intel/neural-compressor - Low-bit quantization and sparsity toolkit for PyTorch, TensorFlow, and ONNX.
- intel/auto-round - Post-training quantization toolkit for high-accuracy low-bit LLM inference.
- Tencent/AngelSlim - Model compression toolkit engineered for usability and efficiency.
- PaddlePaddle/PaddleSlim - Open-source library for deep model compression and architecture search.
- Vahe1994/AQLM - Extreme LLM compression via additive quantization with official PyTorch code.
- ModelCloud/GPTQModel - LLM quantization toolkit with hardware acceleration for NVIDIA, AMD, and Intel.
Training & fine-tuning
- h2oai/h2o-llmstudio - No-code GUI for LLM finetuning.
- unslothai/unsloth - Fine-tune and run LLMs locally, fast and memory-efficient.
- huggingface/transformers - The model library; everything starts here.
- huggingface/peft - LoRA and other parameter-efficient fine-tuning methods.
- axolotl-ai-cloud/axolotl - Config-driven fine-tuning for many architectures.
- hiyouga/LlamaFactory - Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024).
- deepspeedai/DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
- hpcaitech/ColossalAI - Making large AI models cheaper, faster and more accessible.
- Lightning-AI/pytorch-lightning - Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
- Lightning-AI/litgpt - Hackable LLM training and finetuning codebase.
- meta-pytorch/torchtune - PyTorch-native LLM finetuning library.
- allenai/open-instruct - Open toolkit for instruction-tuning language models.
- huggingface/alignment-handbook - Robust recipes for training aligned language models.
- huggingface/open-r1 - Open reproduction of DeepSeek-R1 reasoning training.
- pytorch/pytorch - Tensors and neural networks in Python with GPU acceleration.
- tensorflow/tensorflow - Google's open-source machine learning framework.
Hardware fit & benchmarks
- AlexsJones/llmfit - One command to find which models fit your hardware.
- signerless/llm-checker - Scan your hardware and get exact runnable-model recommendations.
- Andyyyy64/whichllm - Benchmark local LLMs on your own hardware to find the one that actually runs.
- noonghunna/club-3090 - Community recipes for serving LLMs on RTX 3090, 4090, and 5090 GPUs.
- gengchaogit/llm_speedtest - Speed test tool for local LLM inference.
- uncSoft/anubis-oss - Local LLM testing and benchmarking for Apple Silicon.
- SemiAnalysisAI/InferenceX - Open-source inference benchmarking platform comparing LLM serving across hardware.
- vllm-project/guidellm - Benchmark and optimize LLM deployments for real-world inference needs.
Evaluation, Observability & Code Review
Trace, test and red-team agents, and review the code they write.
Tracing & observability
- langfuse/langfuse - Open-source LLM observability: traces, evals, prompt management; self-hostable.
- Arize-ai/phoenix - OpenTelemetry-based tracing and evaluation for LLM apps.
- traceloop/openllmetry - OpenTelemetry instrumentation for every major LLM library.
- langchain-ai/langsmith-sdk - SDK for LangSmith tracing and datasets.
- raga-ai-hub/RagaAI-Catalyst - Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features.
- evidentlyai/evidently - Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor.
- Helicone/helicone - Open-source LLM observability platform plus AI gateway with caching and cost tracking.
- openlit/openlit - OpenTelemetry-native observability and evaluation for AI and coding agents.
- jaegertracing/jaeger - CNCF distributed tracing platform; the standard trace backend for production systems.
- FailproofAI/failproofai - Observability and enforcement for AI agents in production.
- latitude-dev/latitude-llm - Observability platform for AI agents and LLM apps.
- pydantic/logfire - OpenTelemetry-native observability for AI applications.
- lmnr-ai/lmnr - LLM observability and evaluation platform (Laminar).
- pezzolabs/pezzo - Prompt management and LLM observability toolkit.
- future-agi/future-agi - AI evaluation and observability platform.
- Arize-ai/openinference - OpenTelemetry instrumentation for AI applications.
- Scale3-Labs/langtrace - OpenTelemetry-based LLM observability SDK.
- traceroot-ai/traceroot - Observability for self-improving AI agents.
- databufflabs/databuff - AI-native APM built on OpenTelemetry.
- traceloop/openllmetry-js - Open-source LLM observability for JavaScript.
- evilmartians/agent-prism - Trace visualization for AI agent runs.
- Jwuthri/Tracely-ai - Trace-native CI/CD pipelines for AI agents.
- langfuse/langfuse-js - Langfuse observability SDK for JavaScript.
- langfuse/oss-llmops-stack - Open-source LLMOps stack with observability.
- niklasfrick/spark-dashboard - GPU and LLM inference monitoring dashboard.
- inferock/inferock-bench - LLM cost-tracking proxy with verifiable receipts.
- tma1-ai/tma1 - Local-first observability for AI agents.
- Netis/heron - Agent API performance monitoring via packet probe.
- splunk/token-meter - Dashboard for AI agent token usage and cost.
- theagentplane/tokenops - Token governance for AI agent fleets.
- T-Sunm/rag-ops - LLMOps template for RAG applications.
- llmops-build/llmops - Toolkit for LLM operations.
- dunetrace/dunetrace - Reliability layer for AI agents.
- last9/gpu-telemetry - GPU observability for inference workloads.
- TechNickAI/claude_telemetry - OpenTelemetry wrapper for Claude Code CLI.
- overmind-core/overmind - Platform for continuously improving AI agents.
- alibaba/loongsuite-pilot - Telemetry collector for coding agents.
- slavaZim/episodiq - Economical human-readable logs for agentic trajectories.
- comet-ml/opik - Open-source LLM evaluation and observability platform.
- VTSTech/ACP-Agent-Control-Panel - Lightweight monitoring sidecar and web UI for AI agents.
- SigNoz/signoz - Open-source APM and observability with OpenTelemetry.
- grafana/grafana - Dashboards and alerting for metrics, logs and traces.
- MonishGosar/opentrajectory - Local-first observability for AI agents and coding-agent workflows.
- acailic/agent_debugger - Local-first agent debugger with replay and drift detection.
- KNeegcyao/agent-inspect - DevTools for AI agents: pause, step, and fork counterfactual branches.
- nyktora/noctrace - Network-tab-style waterfall visualizer for Claude Code agent workflows.
- umairinayat/AgentTrace - Open-source observability platform for tracing multi-agent AI systems.
- rajudandigam/agent-inspect - Local-first debugger capturing AI agent execution trees for CI checks.
- raghuece455/AgentMesh - Self-hosted observability, trace replay, and cost analytics for AI agents.
- AgentOps-AI/agentops - Python SDK for AI agent monitoring, cost tracking and benchmarking.
- getagentseal/codeburn - Free, local tool to track AI coding token usage and cost across 37 tools and agents (Claude Code, Cursor, Codex, Gemini and more), by model,.
- nullclaw/nullhub - Management console for the Null ecosystem — install, configure, and monitor AI agents, orchestration workflows, task pipelines, and system h.
- patoles/agent-flow - Real-time visualization of Claude Code agent orchestration — see your agents think, branch, and coordinate as they work.
- builderz-labs/mission-control - Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and operate OpenClaw, Claude Code, Codex, and other runti.
Evaluation
- promptfoo/promptfoo - Test prompts and agents like code; CI-friendly with red-teaming.
- confident-ai/deepeval - Pytest-style unit tests for LLM outputs.
- vibrantlabsai/ragas - Evaluation metrics for RAG pipelines.
- openai/evals - OpenAI's eval framework and registry.
- EleutherAI/lm-evaluation-harness - Standard framework for few-shot LLM evaluation.
- open-compass/opencompass - OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI.
- UKGovernmentBEIS/inspect_ai - LLM evaluation framework from the UK AI Security Institute with 200+ agentic benchmarks.
- microsoft/promptflow - Microsoft's toolkit for building, tracing, and evaluating LLM flows and agents.
- fivetran/great_expectations - Data validation framework for testing eval datasets and pipeline data quality.
- dataelement/bisheng - Open-source LLM application DevOps platform with evaluation.
- coze-dev/coze-loop - Agent development and optimization platform with evaluation loops.
- microsoft/prompty - Prompt asset format for creating, managing, and evaluating prompts.
- plurai-ai/intellagent - Diagnose AI agents through synthetic interactions.
- JudgmentLabs/judgeval - Continuous improvement stack for AI agent evaluation.
- relari-ai/continuous-eval - Data-driven evaluation for LLM applications.
- rhesis-ai/rhesis - Collaboration layer for reviewing agent behavior.
- alphadl/AdaRubrics - Evaluator for AI agent trajectories.
- AgentEvalHQ/AgentEval - Evaluation toolkit for .NET AI agents.
- google/litmus - LLM testing and evaluation tool with a friendly UI.
- HiThink-Research/GAGE - Unified evaluation engine for LLMs and multimodal models.
- skillberry-ai/cap-evolve - Optimize agent skills against your own evals.
- dokimos-dev/dokimos - LLM and agent evaluation for Java and Kotlin.
- TIGER-AI-Lab/RewardHarness - Self-evolving reward framework for agent evaluation.
- meshkovQA/Eval-ai-library - AI model evaluation framework with 15+ metrics.
- cristianodabc/aludel - LLM evaluation and observability for Elixir.
- paradime-io/dbt-llm-evals - Warehouse-native LLM evaluation for dbt.
- maida-ai/maida - Pre-merge behavioral regression gate for AI agents.
- ProofAgent-ai/proofagent-harness - Test harness for AI agents in CI.
- tolitius/cupel - Discover LLMs punching above their weight.
- cvs-health/uqlm - Python package for uncertainty quantification and hallucination detection in LLMs.
- raindrop-ai/workshop - Lets coding agents write and run agent evals.
- truera/trulens - Evaluation and tracking for LLM experiments and AI agents.
- Agenta-AI/agenta - LLMOps: prompt playground, management, evals and observability.
- Kiln-AI/Kiln - Build, evaluate and optimize AI systems with a desktop UI.
- open-compass/VLMEvalKit - Evaluation toolkit covering 220+ multimodal models and 80+ benchmarks.
- perezjoan/UVLM - Unified Python interface for reproducible vision-language model benchmarking.
- google-research/true - Code and data for re-evaluating factual consistency metrics.
- METR/vivaria - Platform for running agent evaluations and elicitation research.
- langwatch/langwatch - Open platform for LLM evaluations and AI agent testing.
- jameswniu/self-hosted-llm-evals-lab - Self-hosted LLM eval lab with systematic prompt ablation.
- sdivyanshu90/build-your-own-llm-evals - Typed monorepo for reproducible offline LLM and RAG evals.
- strands-agents/evals - Agent evaluation with judges, simulations, traces, and red teaming.
- vostride/agent-qa - Open-source self-improving QA agent for software teams.
- CodeEmperor7/rag-eval - Production-style AI assistant with evaluation and monitoring.
- evo-hq/evo - turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel su.
Benchmarks
- amazon-science/SWE-PolyBench - Multilingual benchmark for software engineering agents.
- jeinlee1991/chinese-llm-benchmark - Benchmark suite for Chinese large language models.
- EvolvingLMMs-Lab/lmms-eval - Evaluation toolkit for large multimodal models.
- TIGER-AI-Lab/ClawBench - Benchmark for browser-use AI agents.
- OpenBMB/UltraEval-Audio - Benchmark for audio language models.
- solis-team/XRepoTest - Repository-level test generation benchmark.
- alibaba-multimodal-industrial-ai/IndustryBench - Industrial benchmark for multimodal models.
- open-compass/GTA - Benchmark for tool-using AI agents.
- reacher-z/HarnessBench - Benchmark comparing agent harnesses on online tasks.
- PhiloLabs/agentic-vbench - Benchmark of post-production agent tasks.
- InternScience/SciEvalKit - Scientific evaluation toolkit for LLMs.
- HiThink-Research/BizFinBench - Bilingual financial benchmark for LLMs.
- HiThink-Research/MME-Finance - Multimodal finance benchmark for expert reasoning.
- whitecircle/circle-guard-bench - Benchmark for LLM guardrails.
- OpenMOSS/SWE-bench-Science - Coding agent benchmark for scientific tasks.
- OpenMOSS/ABC-Bench - Benchmark for coding agents building backend services.
- LeoYeAI/myclaw-bench - Benchmark for OpenClaw agents.
- Gen-Verse/PAST-Bench - Benchmark for recursive self-improvement in agents.
- thedataquarry/structured-outputs - Benchmark comparing structured output approaches.
- RISE-UNIBAS/humanities_data_benchmark - Benchmark suite for humanities data tasks.
- nickname21kmr/gameops-investigator - Evals for incident investigation agents.
- voratiq/voratiq - Benchmark comparing coding agents head-to-head.
- Vchitect/VBench - Benchmark suite for evaluating video generation models.
- sierra-research/tau-bench - Benchmark for tool-augmented AI agents.
- allenai/reward-bench - Benchmark for evaluating reward models for language models.
- METR/public-tasks - Suite of tasks for evaluating autonomous AI agents.
- sierra-research/tau2-bench - Benchmark for evaluating AI agents on telecom support tasks.
- SWE-bench/SWE-bench - Benchmark harness evaluating models on real-world software issues.
- THUDM/AgentBench - Multi-environment benchmark for evaluating LLMs as agents.
- UKGovernmentBEIS/inspect_evals - Maintained evaluation suites built on the Inspect AI framework.
- IBM/AssetOpsBench - AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for In.
Security & red-teaming
- meta-llama/PurpleLlama - Llama Guard and CyberSecEval for safe deployments.
- OWASP/www-project-top-10-for-large-language-model-applications - The OWASP Top 10 for LLM apps; read before shipping an agent with tools.
- ifixai-ai/iFixAi - Independent auditing platform for AI agents and models.
- Tencent/AI-Infra-Guard - AI infrastructure security evaluation and red-teaming platform.
- Justin0504/Aegis - Runtime policy enforcement for AI agents.
- getagentseal/agentseal - Security toolkit testing agents against prompt injection.
- aiverify-foundation/moonshot - Toolkit for LLM evaluation and red-teaming.
- AgentSafeLabs/safelabs-eval - Red-teaming evaluation framework for agents.
- techlab-innov/llmtrace - Zero-code LLM security and observability proxy.
- IBM/ares - AI robustness evaluation system.
- guardana/guardana - AI security verification platform.
- mintesnot-teshome/llm-verify - Detect fake AI APIs with behavioral fingerprinting.
- cyberful/cyberful - AI red-teaming for security evaluation.
- AISecurityConsortium/AIGoat - AI security playground for red-teaming practice.
- regaan/basilisk - Open-source AI red-teaming framework with prompt evolution.
- ToseaAI/llm-fingerprint-detector - Verify which LLM an API really serves.
- crucible-security/crucible - Red-teaming and security testing for LLM agents.
- delphisecurity/xaidr - Runtime security for AI agents.
- splx-ai/agentic-radar - Security scanner for agentic workflows.
- ProjectRecon/awesome-ai-agents-security - Living map of AI agent security resources.
- AI45Lab/OpenRT - Open red-teaming framework for LLM safety.
- PurCL/ASTRA - Attacking-team framework for LLM safety evaluation.
- cyberark/FuzzyAI - Automated LLM fuzzing tool for finding jailbreaks and vulnerabilities.
Fairness & governance
- Trusted-AI/AIF360 - Fairness metrics and bias-mitigation algorithms.
- Nexus-Router/nexus - Govern and secure your AI model usage.
- verifywise-ai/verifywise - AI governance platform with LLM evaluations.
- cvs-health/langfair - LLM bias and fairness assessments.
- SantanderAI/mech-gov-framework - Governance regimes for AI systems.
- JehanneDussert/govllm - Continuous LLM governance monitoring for regulated environments.
- debiai/DebiAI - Bias detection and contextual evaluation for AI projects.
Code review
- aryanbrite/openrabbit - AI code review bot posting inline PR feedback.
- antongulin/robin - Free AI code reviews on every pull request via Actions.
- james2doyle/ante-ci-bot - CI action running sub-agent reviewers on pull requests.
- joeblackwaslike/ai-review-bot - Autonomous multi-agent PR reviewer.
- mountainowl/bubo - Self-hosted agentic code review for GitHub and GitLab.
- nhatvu148/kaniscope-action - AI code review action with line-anchored inline comments.
- pgup-ai/jbot-review-action - GitHub Action for AI-powered PR reviews.
- pgup-ai/jbot-review - Agentic PR reviewer as in-repo workflow and GitHub App.
- secondsky/z.ai-code-review-bot - PR review bot with deterministic scanners and inline comments.
- alibaba/open-code-review - Hybrid deterministic + LLM code review, battle-tested at Alibaba scale.
- The-PR-Agent/pr-agent - AI pull-request review, description and improvement suggestions.
- jesseduffield/lazygit - Terminal UI for reviewing what your agent just did to git.
- sourcery-ai/sourcery - AI-powered code review and refactoring for Python.
- kodustech/kodus-ai - AI code review agent for pull requests.
- hyhmrright/brooks-lint - AI code reviews grounded in classic engineering books.
- HexmosTech/git-lrc - AI code reviews delivered on every commit.
- codexstar69/bug-hunter - Adversarial bug hunter for codebases.
- Nayjest/Gito - AI code review assistant for Git workflows.
- miracodeai/mira - Self-hosted AI code reviewer.
- devarshishimpi/codra - Self-hosted AI code review on Cloudflare Workers.
- Juror-AI/juror - AI code review agent for GitHub pull requests.
- simion/reviewd - Local AI pull request reviewer for the terminal.
- openqa-cn/codexqa - Agent skills for code review and defect scanning.
- officefloor/ImpactGate - Code review driven by change impact analysis.
- w1ckedxt/cynical-sally - Brutally honest AI code reviews with refactoring.
- mattzcarey/shippie - Extendable AI code review and QA agent for CI pipelines.
- modem-dev/hunk - Review-first terminal diff viewer for reviewing agent-written code.
- XiaoLuoLYG/GOD - Govern, Observe, Direct - a real-time control room for agent societies.
Production Architectures & Reference Systems
Complete, opinionated systems worth reading end to end.
Reference architectures
- FareedKhan-dev/production-grade-agentic-system - The seven layers of a production agentic system.
- apache/kafka - Distributed event-streaming platform; the backbone of event-driven agent systems.
- vdonthireddy/agentic-ai - Complete modular architecture for autonomous agents with local and cloud LLMs.
- Poochaman/enterprise-agentic-ai - Architectures for deploying agentic AI systems in enterprises.
- fernando-moretes/app-aws-agentic-ai-reference-architecture - Bilingual AWS agentic AI reference architecture with guardrails.
- mh-naderi/distributed-agent-orchestrator - Distributed multi-agent system on MCP and LangGraph over Kubernetes.
- vpeetla-ai/aegisai-enterprise-agent-platform - Enterprise agent governance: gateway, HITL, OPA policy, audit.
- yaalalabs/agent-kernel - Operating system for scalable enterprise AI agents.
- aws-samples/sample-stateful-agentic-ai-workflows-aurora-mcp-agentcore - Stateful agentic workflows on Aurora PostgreSQL with MCP and AgentCore.
- aws-samples/sample-agentic-cost-optimizer - Reference architecture for agentic cost optimization on AWS.
- aws-samples/sample-pellier-agentic-search-apg - Agentic AI-powered search with Aurora PostgreSQL and Bedrock AgentCore.
- mongodb-partners/mdb-temporal-pra - Production reference for durable, change-driven RAG with a deep agent.
- opena2a-org/agent-identity-management - IAM layer for AI agents: identity, authorization, audit trails.
- amd-enterprise-ai/solution-blueprints - AMD inference microservice blueprints for agentic AI on Kubernetes.
- aws-samples/sample-ai-agent-factory - Enterprise agentic AI platform blueprint on AWS with Bedrock AgentCore guardrails.
- mastroke/agentic-mlops-foundry - Reference architecture for deployable agentic AI services with eval gates and CI.
- Ismail-2001/The-Kubernetes-of-AI-Agents - Enterprise-grade agent orchestration platform on Kubernetes with evals and alerts.
- UnicoLab/agentomatic - Zero-code multi-agent API platform framework with checkpointing and observability.
- potpie-ai/potpie - Context graph of your codebase that powers AI agents across the software lifecycle.
- UnicomAI/wanwu - Enterprise multi-tenant agent platform with workflows, RAG and model management.
- TrafficGuard/typedai - TypeScript AI platform with chat, autonomous agents and a software developer agent.
- EmbeddedLLM/JamAIBase - Spreadsheet-style backend for chaining LLM cells into AI pipelines.
- heymrun/heym - Platform for building, orchestrating and monitoring agentic systems and automations.
- FareedKhan-dev/all-agentic-architectures - 35 production-grade agentic AI architectures with runnable implementations.
Templates & starter kits
- SaqlainXoas/python-ai-deployment-guide - Production deployment of Python AI apps with FastAPI.
- GoogleCloudPlatform/agent-starter-pack - Production-ready agent templates for Google Cloud with CI/CD, evals, and observability.
- google/adk-recipes - Official sample agents built with Google's Agent Development Kit.
- vercel/chatbot - Full-featured, hackable Next.js AI chatbot template built by Vercel.
- dhirajpatra/LangGraph-RAG-Agent-Local-Kubernetes-Demo - LangGraph RAG agent demo running on a local Kubernetes cluster.
- Aryakumarjaiswal/Langgraph-notion-agent - Production-ready task agent with LangGraph, Gemini, and Notion MCP.
- suresh-vutukuri/ai-agent-portfolio - Production-grade agent patterns with eval-driven development and CI.
- lkerriso/agentic-ai-local-to-kubernetes - Deploy agents from local to Kubernetes in 10 minutes.
- isathish/agenticaiframework - Agentic AI framework with Docker and Kubernetes deployment.
- bruceherve/agno-agentic-platform-starter - Starter template for Agno AgentOS with Docker and Helm.
- idkhgxyy/fastapi_starter - Production-grade FastAPI + RAG + AI agent full-stack starter with observability.
- vstorm-co/full-stack-ai-agent-template - Full-stack AI app generator: FastAPI + Next.js, agents, RAG, auth, observability.
- CollinsNyatundo/production-ai-template - Containerized 9-layer AI/RAG template with hybrid search and OpenTelemetry.
- Arty2001/agentic-saas-starter - LangGraph + FastAPI agent layer with plan approvals, evals, and a dev console.
- HongyuFu55/agent-demo - Production-ready LangGraph agent app: auth, pgvector memory, Langfuse, metrics, evals.
- Karlsk/langgraph-deepagent-agent-paltform - Production LangGraph agent platform template with auth, evals, and Docker.
Production RAG systems
- entbappy/Build-a-Complete-Medical-Chatbot-with-LLMs-LangChain-Pinecone-Flask-AWS - End-to-end medical RAG chatbot deployed to AWS.
- singhankitsrf/AgentForge-Enterprise-Agentic-RAG - Governed multi-agent RAG platform with evals and observability.
- lalithdabilpuram01/enterprise_rag-with-GCP - Enterprise RAG app with document ingestion and vector embeddings on GCP.
- ismail-yahya/production-rag-system - Production-grade enterprise RAG system with CI pipeline.
- IBM/ai4rag - RAG templates optimization engine with evaluation metrics and search-space orchestration.
- AdilShamim8/Agentic-RAG-Platform - Evaluated, secured, observable agentic RAG platform with RBAC and audit logs.
- Daksh1308-AI-ML/Production-RAG-with-Eval-Pipeline - RAG system with eval pipeline, monitoring, and deployment architectures documented.
- jt-mchorse/rag-production-kit - Production RAG reference: hybrid retrieval, reranking, citations, telemetry, evals.
- kantik001/grounded-llm - Cited RAG platform with a 99-case eval gate, hybrid search, Helm, and multi-tenancy.
- isidhartha/formula-ai-chatbot - Full-stack AI chatbot: FastAPI, React, pgvector RAG, Redis, Docker Compose.
- revan8mata/ai-integration-rag-multi - Production-style RAG chatbot backend with auth, webhooks, and rate limiting.
- aessaputra/rag-pdf-chatbot - BYOK RAG PDF chatbot monorepo with SSE streaming and production Docker setup.
- tannguyen2k1/Chatbot-with-RAG - Multi-tenant enterprise RAG chatbot with RBAC, audit logging, and Qdrant.
Example apps & use cases
- NirDiamant/agents-towards-production - Code-first tutorials for production GenAI agents.
- Shubhamsaboo/awesome-llm-apps - 100+ open-source agent, skill and RAG apps.
- ashishpatel26/500-AI-Agents-Projects - 500 agent use cases with implementations.
- Arindam200/awesome-ai-apps - RAG, agent and workflow project showcase.
- souvikmajumder26/Multi-Agent-Medical-Assistant - Multi-agent medical diagnostics assistant.
- hesamsheikh/awesome-openclaw-usecases - Real-world OpenClaw use cases.
- RUC-NLPIR/Awesome-Long-Horizon-Agents - Roadmap and papers for long-horizon agents.
- NirDiamant/GenAI_Agents - 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
- hoangsonww/EstateWise-Chapel-Hill-Chatbot - AI real estate app with auth, conversations, and property recommendations.
- bytesbala/crewai-customer-support-agent - Production-ready customer support system with CrewAI and Docker.
- VishnuAIHRschool/resolvex-ai-multi-agent-system - Enterprise multi-agent customer resolution platform with guardrails.
- vinkius-labs/crewai-mcp-lead-gen-agents - Multi-agent B2B lead generation with MCP servers.
- sinalkar/deskfleet - Multi-agent support ticket resolver with tracing, cost accounting, and CI/CD Docker setup.
- vpeetla-ai/ai-content-factory - Multi-agent content pipeline with human-in-the-loop gates and production deploy.
- coleam00/ottomator-agents - Collection of AI agent templates and automation workflows.
UI & Application Layer
Frontends, chat components, and app frameworks for putting agents in front of users.
Chat & agent UI components
- vercel/ai - Vercel AI SDK for streaming, tool-calling React/Next.js apps.
- CopilotKit/CopilotKit - Drop in-app copilots and agent UIs into React.
- assistant-ui/assistant-ui - Composable React components for chat interfaces.
- shadcn-ui/ui - Accessible React component standard behind most production AI chat frontends.
- vercel/ai-elements - AI chat component library on shadcn/ui for streaming interfaces.
- ag-ui-protocol/ag-ui - AG-UI protocol streaming agent state into any frontend.
- tambo-ai/tambo - Generative UI SDK for React: render components from LLM output.
- thesysdev/openui - Open standard and toolkit for LLM-generated UI components.
- CopilotKit/OpenGenerativeUI - Open-source framework for agents that generate interactive UI.
- TanStack/ai - Type-safe, provider-agnostic TypeScript SDK for streaming chat and tool calling.
- Simon-He95/markstream-vue - Streaming Markdown renderers for AI chat in Vue, React and other frameworks.
- nlkitai/nlux - JavaScript library for building conversational AI chat UIs.
- OvidijusParsiunas/deep-chat - Customizable embeddable AI chatbot web component.
- botfront/rasa-webchat - Feature-rich embeddable chat widget for Rasa assistants.
- ant-design/x - React toolkit for building AI chat and agent interfaces.
- vercel-labs/json-render - The Generative UI framework.
Python app frameworks
- Chainlit/chainlit - Build conversational AI UIs in minutes.
- streamlit/streamlit - Fastest way to put a Python demo in front of users.
- gradio-app/gradio - Web UIs for ML models with a few lines of Python.
- Textualize/textual - Build rich terminal UIs in Python.
- reflex-dev/reflex - Build full-stack web apps in pure Python.
- Avaiga/taipy - Python framework for AI dashboards and data apps.
- zauberzeug/nicegui - Create web UIs with Python, the nice way.
- mesop-dev/mesop - Rapidly build AI apps in Python.
- widgetti/solara - Pure-Python React-style framework for Jupyter and web apps.
- holoviz/panel - Data exploration and web app framework for Python.
- flet-dev/flet - Realtime web, mobile and desktop apps in Python only.
- plotly/dash - Data apps in Python with Plotly charts.
Starter templates
- vercel-labs/ai-sdk-starter-xai - Next.js + AI SDK chatbot starter template on xAI.
- Floe-Labs/floe-vercel-ai-starter - Vercel AI SDK starter with hard spend caps out of the box.
- cloudflare/agents-starter - Starter kit for building AI agents on Cloudflare Workers.
- Nutlope/twitterbio - Next.js + AI SDK starter generating bios with streaming UI.
- Azure-Samples/azure-search-openai-demo - RAG chat UI over your data with Azure OpenAI.
- aws-samples/bedrock-chat - Multi-model chat UI for Amazon Bedrock.
- upstash/rag-chat - RAG chatbot library and starter with a chat UI.
- Kcheesee/rag-chatbot-starter-kit - Config-driven RAG chatbot boilerplate for web and Slack.
- DayuanJiang/next-ai-draw-io - AI-assisted diagramming with draw.io in Next.js.
Web frameworks
- vercel/next.js - The React framework most production AI apps are built and deployed on.
- bigskysoftware/htmx - Dynamic HTML without writing JavaScript.
- withastro/astro - Content-focused web framework with zero-JS default.
- nuxt/nuxt - Intuitive Vue framework for full-stack apps.
- solidjs/solid - Fine-grained reactive JavaScript framework.
- remix-run/remix - Full-stack web framework focused on web fundamentals.
- sveltejs/svelte - Cybernetically enhanced web apps with tiny bundles.
- QwikDev/qwik - Instant-loading web apps with resumability.
- alpinejs/alpine - Minimal JS framework for HTML behavior.
- preactjs/preact - Fast 3kB React alternative.
- lit/lit - Simple library for building web components.
- angular/angular - Platform for building mobile and desktop web apps.
- react/react - The library for web and native user interfaces.
Backend frameworks
- fastapi/fastapi - The backend most Python agents are served from.
- django/django - Batteries-included Python web framework.
- pallets/flask - Lightweight Python WSGI web framework.
- sparckles/Robyn - Fast Python web framework with a Rust runtime.
- vitalik/django-ninja - Django REST APIs with type hints and OpenAPI.
- litestar-org/litestar - Performant Python ASGI framework.
- strawberry-graphql/strawberry - Code-first GraphQL schemas in Python.
Component libraries & styling
- xyflow/xyflow - Node-based canvas library powering agent workflow builders like Langflow.
- bradtraversy/design-resources-for-developers - Design and UI resources for developers.
- ant-design/ant-design - Enterprise-grade React UI component library.
- tailwindlabs/tailwindcss - Utility-first CSS framework.
- mui/material-ui - React components implementing Material Design.
- saadeghi/daisyui - Tailwind CSS component classes for faster UI.
- chakra-ui/chakra-ui - Simple, modular React component library.
- mantinedev/mantine - React components and hooks library.
Low-code & CMS
- Budibase/budibase - Low-code platform for business apps.
- appsmithorg/appsmith - Open-source Retool alternative for internal tools.
- ToolJet/ToolJet - Low-code framework for internal applications.
- refinedev/refine - React framework for data-driven admin panels.
- directus/directus - Open data platform wrapping any SQL database.
- strapi/strapi - Open-source headless CMS with REST and GraphQL.
- wagtail/wagtail - Django-based CMS for content-heavy sites.
- TryGhost/Ghost - Publishing platform for blogs and newsletters.
- payloadcms/payload - TypeScript headless CMS and app framework.
Learning Path
Ordered roughly from beginner to advanced.
Foundations
- microsoft/AI-For-Beginners - 12-week AI curriculum.
- microsoft/generative-ai-for-beginners - 21 lessons on building with generative AI.
- mlabonne/llm-course - LLM roadmap with Colab notebooks.
- markredito/selfstudy-roadmap-ml-ai - Self-study ML/AI roadmap.
- aadi1011/AI-ML-Roadmap-from-scratch - 0-to-100 AI/ML roadmap.
- Developer-Y/cs-video-courses - CS courses with video lectures.
- GokuMohandas/Made-With-ML - Learn how to develop, deploy and iterate on production-grade ML applications.
- microsoft/ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all.
- ageron/handson-ml3 - Code companion for Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow.
- mrdbourke/learn-huggingface - Learn the Hugging Face ecosystem: transformers, datasets, accelerate.
- gonzachiar/deep-learning-course-notebooks - Deep learning course notebooks following Geron's ML book.
- ksopyla/pytorch-course - Hands-on PyTorch course covering tensors, autograd, and networks.
- balloontip/deep-learning - Code and notebooks for Deep Learning: From Curiosity to Mastery.
- nageshnnazare/pytorch-know-hows - Practical PyTorch tips and know-hows.
- louisfb01/start-machine-learning - Complete guide to starting and improving in ML and AI.
- christophM/interpretable-ml-book - Free online book on interpretable machine learning.
- chiphuyen/dmls-book - Summaries and resources for Designing Machine Learning Systems.
- fastai/fastbook - The fast.ai deep learning book as Jupyter notebooks.
- mrdbourke/pytorch-deep-learning - Zero-to-mastery PyTorch course notebooks.
- huggingface/diffusion-models-class - Hugging Face course on diffusion models.
- trekhleb/homemade-machine-learning - ML algorithms implemented from scratch in Python.
- pytorch/tutorials - Official PyTorch tutorials and recipes.
- donnemartin/system-design-primer - Learn large-scale system design with examples.
- nilbuild/developer-roadmap - Roadmaps for developers learning any stack.
- keras-team/keras-io - Keras examples, guides and tutorials.
- pytorch/examples - Official PyTorch example projects.
- freeCodeCamp/freeCodeCamp - Full free coding curriculum from HTML to ML.
- ossu/computer-science - Complete CS degree path using free online courses.
- trekhleb/javascript-algorithms - Algorithms and data structures in JavaScript.
- DataTalksClub/mlops-zoomcamp - Free MLOps course from DataTalks.Club. Register here to get notified about the next cohort.
- TheOdinProject/curriculum - Free full-stack web development curriculum.
- udlbook/udlbook - Understanding Deep Learning, the book by Simon Prince, with notebooks.
- yandexdataschool/nlp_course - Yandex Data School's natural language processing course.
- DataTalksClub/machine-learning-zoomcamp - Free four-month course in machine learning engineering.
- rasbt/machine-learning-book - Code for Machine Learning with PyTorch and Scikit-Learn.
- ageron/handson-mlp - Notebooks on machine learning and deep learning fundamentals.
- microsoft/Data-Science-For-Beginners - Microsoft's 10-week data science curriculum.
- greyhatguy007/Machine-Learning-Specialization-Coursera - Notes and solutions for Andrew Ng's Machine Learning Specialization.
Agents & AI engineering
- microsoft/ai-agents-for-beginners - 18 lessons on building agents.
- rohitg00/ai-engineering-from-scratch - Learn it, build it, ship it.
- patchy631/ai-engineering-hub - In-depth tutorials on LLMs, RAG and agents.
- chiphuyen/aie-book - Resources for Chip Huyen's AI Engineering.
- HandsOnLLM/Hands-On-Large-Language-Models - Code for the O'Reilly book.
- ProjectProRepo/Agentic-AI - Agentic AI learning resources.
- mdhabibi/llm-search-handbook - Beginner-to-expert open course on LLMs and semantic search.
- Rishurajgautam24/prompt-engineering-course - Hands-on prompt engineering course in Jupyter notebooks.
- rajurh/foundrytoolkit-ai-agents - Foundry Toolkit with VS Code and AI agents demo.
- ellacharmed/5dgai-okf-tutor - AI tutor built for the 5-day AI agents vibe-coding course.
- brevdev/workshop-build-an-agent - Hands-on NVIDIA workshop: create, deploy, and evaluate AI agents.
- AdilShamim8/Agentic-AI-Roadmap-with-Notes-and-Projects - Comprehensive roadmap and resources for agentic AI with LangGraph.
- KhaledTurk/agentic-ai-course - Code-first course building agents with the Claude API end to end.
- WenRui-MA7238/llm-finetuning-qwen3 - LLM fine-tuning with LoRA, QLoRA, and PEFT for Qwen3.
- gauravz7/learn-mcp - Hands-on Model Context Protocol tutorial: servers, agents, skills.
- ShadowQuill/langchain-langgraph-tutorial - Structured LangChain and LangGraph tutorial with 26 runnable examples.
- psssnikhil/ai-engineering-hub - Open-source AI engineering handbook with lessons and exercises.
- Turi-Labs/AI-Agent-Learn - Resources, cookbooks, and knowledge on AI agents.
- huggingface/agents-course - The official Hugging Face agents course.
- Rubonal4649/ai-engineering-from-scratch - 260+ lessons across 20 phases covering AI engineering from scratch.
- PacktPublishing/LLM-Engineers-Handbook - Practical LLM engineer guide: fine-tuning, RAG, deployment, LLMOps.
- DataTalksClub/llm-zoomcamp - Free LLM engineering course with hands-on projects.
- langchain-ai/langchain-academy - Official LangChain and agent engineering lessons.
- DataTalksClub/data-engineering-zoomcamp - Free data engineering course with projects.
- youngyangyang04/llm-master - Chinese full-stack LLM learning path covering prompting, RAG, agents, MCP and fine-tuning.
- datawhalechina/all-in-rag - Hands-on tutorial covering the full RAG technology stack for LLM applications.
- bojieli/ai-agent-book - Open-source book on AI agent design principles with chapter code.
- Anil-matcha/ai-creator-academy - Free open curriculum for building with generative image, video and audio models.
- FareedKhan-dev/langgraph-101 - LangGraph fundamentals in notebooks.
- walkinglabs/learn-harness-engineering - Beginner tutorial on agent harness engineering, from zero to one.
- ed-donner/llm_engineering - Code for the Mastering LLM Engineering course.
- datawhalechina/deepagents-in-action - Guide to building production agents with LangChain Deep Agents (Chinese).
Cookbooks
- openai/openai-cua-sample-app - Learn how to use CUA (our Computer Using Agent) via the API on multiple computer environments.
- openai/openai-cookbook - Examples and guides for using the OpenAI API.
- anthropics/claude-cookbooks - A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
- steel-dev/steel-cookbook - Examples and guides for using the Steel API.
- nebius/token-factory-cookbook - Guides and examples for building apps with open models.
- ferro-labs/ai-gateway-cookbook - Runnable recipes for LangChain and LangGraph agents via AI gateway.
- google-gemini/cookbook - Google Gemini API examples and guides.
- GoogleCloudPlatform/generative-ai - Google Cloud generative AI samples and notebooks.
- meta-llama/llama-cookbook - Meta's recipes for inference, fine-tuning and RAG with Llama.
Build it from scratch
- analyticalrohit/llms-from-scratch - Build a GPT-style LLM from scratch in PyTorch.
- GeeeekExplorer/nano-vllm - Minimal from-scratch reimplementation of vLLM for learning how it works.
- sgl-project/mini-sglang - Compact reimplementation of SGLang that demystifies modern LLM serving.
- skyzh/tiny-llm - Build a tiny vLLM from scratch to learn LLM inference systems on Apple Silicon.
- rasbt/LLMs-from-scratch - Implement a ChatGPT-like LLM in PyTorch from scratch, step by step.
- jingyaogong/minimind - Train a 64M-parameter LLM from scratch in just 2h!.
- karpathy/nanochat - The best ChatGPT that $100 can buy.
- karpathy/micrograd - Tiny autograd engine; build backpropagation from scratch.
- MAlshurbaji/LLM-Playground-From-Scratch - Build a miniature LLM from scratch with real-world techniques.
- kunjcr2/llms-from-scratch - Explanations and code for everything LLM and machine learning.
- anchitgupt/learn_llm_code - Build an LLM from scratch in 15 runnable Python scripts.
- somilsin/Transformers_Large-Language-Models - Documented from-scratch implementations of transformers and LLMs.
- labmlai/annotated_deep_learning_paper_implementations - Paper implementations with line-by-line notes.
- lucidrains/vit-pytorch - Vision Transformer implementations for study.
Reinforcement learning
- huggingface/deep-rl-class - Official Hugging Face deep reinforcement learning course.
- mhahsler/Introduction_to_Reinforcement_Learning - University RL course with Python examples and assignments.
- denis-samatov/reinforcement-learning-course - Practical RL course from MDPs through RLHF with PyTorch.
- vwxyzjn/cleanrl - Clean single-file implementations of RL algorithms.
- DLR-RM/stable-baselines3 - Reliable reinforcement learning baselines in PyTorch.
Must-read essays & guides
- Anthropic — Building effective agents - Workflows vs agents, and the patterns that actually work.
- Anthropic — Effective context engineering - Managing what goes into the context window.
- OpenAI — A practical guide to building agents - Orchestration, guardrails and when to use agents.
- Lilian Weng — LLM Powered Autonomous Agents - The canonical survey: planning, memory, tool use.
- humanlayer/12-factor-agents - Principles for reliable LLM applications.
- The Prompt Report - Systematic survey of prompting techniques.
- Mooler0410/LLMsPracticalGuide - A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers).
Research
- Hannibal046/Awesome-LLM - Curated LLM papers and resources.
- masamasa59/ai-agent-papers - Agent papers, updated biweekly.
- kyegomez/awesome-multi-agent-papers - Best multi-agent papers.
- aishwaryanr/awesome-generative-ai-guide - GenAI research updates and interview prep.
- papers-we-love/papers-we-love - Reading group for classic CS papers.
- LAMDA-NeSy/Research-Starter-Kit - Starter guide to doing AI research and writing papers (Chinese).
Interview prep
- ffaisal93/ml_and_llm_learning - ML and LLM coding interview prep with implementations and Q&A.
- jwasham/coding-interview-university - Self-study plan for coding interviews.
- rust-lang/rustlings - Learn Rust through small interactive exercises.
- yangshun/tech-interview-handbook - Interview prep handbook for software engineers.
- kdn251/interviews - Curated interview questions and study material.
- tmgthb/Autonomous-Agents - Autonomous Agents (LLMs) research papers. Updated Daily.
- fetchai/innovation-lab-examples - 80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI:One, MCP, A.
- NirDiamant/Agent_Memory_Techniques - Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic m.
Voice, Speech & Audio
Speech-to-text, text-to-speech and voice agents.
Speech-to-text
- openai/whisper - Robust Speech Recognition via Large-Scale Weak Supervision.
- ggml-org/whisper.cpp - Port of OpenAI's Whisper model in C/C++.
- SYSTRAN/faster-whisper - Faster Whisper transcription with CTranslate2.
- m-bain/whisperX - WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization).
- NVIDIA-NeMo/Speech - NVIDIA's toolkit for building production ASR, TTS, and conversational AI.
- modelscope/FunASR - Alibaba's industrial-grade speech recognition toolkit for production ASR.
- facebookresearch/seamless_communication - Foundational models for state-of-the-art speech and text translation.
- QwenAudio/SenseVoice - Multilingual ASR with language ID, emotion and audio-event detection.
- k2-fsa/sherpa-onnx - Offline ASR, TTS, diarization, VAD and enhancement via ONNX Runtime.
- k2-fsa/sherpa - Speech-to-text server framework built on next-gen Kaldi.
- speechbrain/speechbrain - PyTorch toolkit for ASR, diarization and speech processing.
- alphacep/vosk-api - Offline speech recognition for mobile, Raspberry Pi and servers.
- espnet/espnet - End-to-end speech processing toolkit for ASR, TTS and translation.
- PaddlePaddle/PaddleSpeech - Speech toolkit: streaming ASR/TTS, punctuation, speaker verification.
- argmaxinc/argmax-oss-swift - On-device speech AI for Apple Silicon (WhisperKit).
- ufal/whisper_streaming - Real-time streaming Whisper transcription and translation.
- collabora/WhisperLive - A nearly-live implementation of OpenAI Whisper.
- speaches-ai/speaches - OpenAI-compatible speech-to-text and text-to-speech inference server.
- ahmetoner/whisper-asr-webservice - Whisper ASR exposed as a webservice API.
- KoljaB/RealtimeSTT - Low-latency speech-to-text with VAD and wake-word activation.
- Vaibhavs10/insanely-fast-whisper - Whisper transcription accelerated with transformers and optimum.
- linto-ai/whisper-timestamped - Multilingual ASR with word-level timestamps and confidence scores.
- HaujetZhao/CapsWriter-Offline - Offline hotkey-driven dictation app with high accuracy and low latency.
- moonshine-ai/moonshine - Very low-latency speech-to-text for voice agents and interfaces.
- Picovoice/cheetah - On-device streaming speech-to-text engine.
- Picovoice/leopard - On-device speech-to-text engine for private local transcription.
- kyutai-labs/hibiki - Simultaneous speech translation that adapts its flow as you speak.
- wenet-e2e/wenet - Production-first, production-ready end-to-end speech recognition toolkit.
- k2-fsa/icefall - Recipes and training pipelines for next-gen Kaldi speech models.
- QuentinFuxa/WhisperLiveKit - Real-time local speech-to-text with streaming ASR and speaker diarization.
- Blaizzy/mlx-audio - Text-to-speech, speech-to-text and speech-to-speech library built on Apple MLX.
- thewh1teagle/vibe - Offline desktop app for transcribing audio and video with Whisper.
- MahmoudAshraf97/whisper-diarization - Whisper-based speech recognition with speaker diarization.
- FluidInference/FluidAudio - CoreML speech-to-text, text-to-speech and diarization models for Apple apps.
- jhj0517/Whisper-WebUI - Web UI for generating and translating subtitles with Whisper models.
- cjpais/Handy - Offline, extensible speech-to-text desktop app.
- zachlatta/freeflow - Free, fast dictation app; an open alternative to Wispr Flow.
Text-to-speech & voice cloning
- RVC-Boss/GPT-SoVITS - 1 min voice data can also be used to train a good TTS model! (few shot voice cloning).
- jamiepine/voicebox - The open-source AI voice studio. Clone, dictate, create.
- microsoft/VibeVoice - Open-Source Frontier Voice AI.
- 2noise/ChatTTS - A generative speech model for daily dialogue.
- index-tts/index-tts - An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System.
- fishaudio/fish-speech - State-of-the-art open-source text-to-speech with rapid voice cloning.
- myshell-ai/OpenVoice - Instant multilingual voice cloning from a short reference clip.
- espeak-ng/espeak-ng - Compact open-source speech synthesizer for 100+ languages and accents.
- nari-labs/dia - 1.6B TTS model generating ultra-realistic multi-speaker dialogue in one pass.
- SparkAudio/Spark-TTS - LLM-based bilingual TTS with fine-grained voice control and cloning.
- SWivid/F5-TTS - Flow-matching TTS with faithful zero-shot voice cloning from short samples.
- KittenML/KittenTTS - State-of-the-art TTS under 25MB for CPU and edge devices.
- rany2/edge-tts - Use Microsoft Edge neural TTS voices from Python with no API key.
- yxlllc/DDSP-SVC - Real-time end-to-end singing voice conversion based on DDSP.
- RVC-Project/Retrieval-based-Voice-Conversion-WebUI - Train a voice conversion model on 10 minutes of audio via web UI.
- edwko/OuteTTS - Lightweight interface for the OuteTTS 0.5B/1B voice-cloning models.
- bshall/knn-vc - Any-to-any voice conversion with just nearest neighbors.
- SesameAILabs/csm - Conversational speech generation model for natural dialogue voices.
- QwenLM/Qwen3-TTS - Streaming TTS with voice cloning and natural-language voice design.
- KoljaB/RealtimeTTS - Convert text to speech in realtime with low latency.
- snakers4/silero-models - Pre-trained TTS models with a simple one-line inference API.
- canopyai/Orpheus-TTS - Llama-based TTS with emotion tags and ~200ms streaming latency.
- resemble-ai/chatterbox - SOTA open-source TTS with zero-shot voice cloning and emotion control.
- QwenAudio/CosyVoice - Multilingual voice generation with full inference, training and deployment stack.
- k2-fsa/OmniVoice - High-quality voice-cloning TTS supporting 600+ languages.
- debpalash/VoiceStudio - Fully-local ElevenLabs alternative: cloning, dubbing, dictation, audiobooks.
- DrewThomasson/ebook2audiobook - Convert ebooks to audiobooks with TTS and voice cloning.
- kadirnar/voicehub - Unified inference interface across many open TTS models.
- OpenBMB/VoxCPM - Tokenizer-free multilingual text-to-speech model with voice design and cloning.
- OpenMOSS/MOSS-TTS - Open-source model family for long-form speech and dialogue synthesis.
- OpenMOSS/MOSS-TTS-Nano - 100M-parameter multilingual TTS model for real-time CPU inference.
- WhisperSpeech/WhisperSpeech - Open-source text-to-speech system built by inverting Whisper.
- devnen/Chatterbox-TTS-Server - Self-hosted server and web UI for the Chatterbox TTS model.
- RVC-Project/Retrieval-based-Voice-Conversion - Real-time voice conversion with retrieval-based models.
- shirohata/vc-rs - Real-time RVC voice changer in Rust with GUI and VST3 plugin.
- Turing-Mirror/RVC-Fabric - RVC voice changer studio with a modern GUI.
Voice agents
- gradio-app/fastrtc - Turn Python functions into realtime WebRTC audio/video streams.
- livekit-examples/agent-starter-react - Complete voice AI frontend for LiveKit Agents.
- kyutai-labs/unmute - Make any text LLM listen and speak with low latency.
- microsoft/call-center-ai - AI-driven call center on Azure and OpenAI GPT.
- llmrtc/llmrtc - TypeScript SDK for realtime multimodal voice and vision agents.
- fixie-ai/ultravox - Fast multimodal LLM for real-time voice agents.
- livekit/agents - Realtime multimodal voice-agent framework on LiveKit's WebRTC infrastructure.
- pipecat-ai/pipecat - Pipeline framework for voice and multimodal conversational AI agents.
- kyutai-labs/moshi - Real-time full-duplex speech-text model for conversational voice agents.
- livekit/livekit - End-to-end realtime WebRTC stack connecting humans and AI agents.
- TEN-framework/ten-framework - Open-source framework for building conversational voice AI agents.
- bolna-ai/bolna - Build production conversational voice AI agents quickly.
- roomkit-live/roomkit - Async Python framework for multi-channel conversation agents.
- kyutai-labs/delayed-streams-modeling - Kyutai's streaming speech-to-text and text-to-speech models.
- kyutai-labs/moshi-finetune - Fine-tuning toolkit for the Moshi full-duplex spoken dialogue model.
- agent-next/call-use - Open-source runtime giving AI agents outbound phone-call ability.
- huggingface/speech-to-speech - Pipeline for building voice agents from open-source models.
- GetStream/Vision-Agents - Framework for building real-time voice and vision agents with any model.
- dograh-hq/dograh - Open-source self-hosted voice AI platform, alternative to Vapi and Retell.
- QwenAudio/qwen-audio-agent - A realtime voice runtime that keeps Agents talking, working, and present. Real-time Voice Runtime for AI Agents.
Audio processing & analysis
- facebookresearch/audiocraft - Audiocraft is a library for audio processing and generation with deep learning. It features the.
- Picovoice/porcupine - On-device wake word detection engine.
- Picovoice/cobra - On-device voice activity detection engine.
- Picovoice/falcon - On-device speaker diarization engine.
- snakers4/silero-vad - Enterprise-grade pre-trained voice activity detector.
- juanmc2005/diart - Real-time speaker diarization and audio streaming toolkit.
- pyannote/pyannote-audio - Neural building blocks for speaker diarization pipelines.
- deezer/spleeter - Source separation library with pretrained models.
- asteroid-team/asteroid - PyTorch audio source separation toolkit for researchers.
- facebookresearch/audioseal - Localized watermarking for AI-generated speech audio.
- iver56/audiomentations - Audio data augmentation library for robust real-world ML models.
- descriptinc/descript-audio-codec - State-of-the-art neural audio codec with 90x compression.
- lhotse-speech/lhotse - Tools for handling speech data in machine learning projects.
- librosa/librosa - Python library for audio and music analysis.
- MTG/essentia - C++ library for audio analysis, description and synthesis.
- pytorch/audio - Audio signal processing and transforms for PyTorch.
- aubio/aubio - Library for audio and music analysis and onset detection.
- spotify/pedalboard - Python library for audio effects and plugin processing.
- gemelo-ai/vocos - Fast high-quality neural vocoder bridging time and Fourier domains.
Telephony & SIP
- signalwire/freeswitch - Software-defined telecom stack for voice and video.
- asterisk/asterisk - The official Asterisk open-source PBX repository.
- OpenSIPS/opensips - High-performance SIP server for VoIP platforms.
- drachtio/drachtio-server - SIP call processing server controlled via Node.js applications.
- kamailio/kamailio - Open-source SIP server for large real-time communication platforms.
- sipwise/rtpengine - Media proxy for Kamailio SIP deployments.
- baresip/baresip - Modular SIP user agent with audio and video support.
- pjsip/pjproject - Multimedia communication library with a SIP stack.
- jambonz/jambonz-feature-server - Telephony feature server for the Jambonz CPaaS platform.
- OpenVoiceOS/ovos-audio - Audio output daemon for the OpenVoiceOS voice assistant.
- OHF-Voice/wyoming - Peer-to-peer protocol for Home Assistant voice assistants.
- hkjarral/AVA-AI-Voice-Agent-for-Asterisk - An open-source AI Voice Agent that integrates with Asterisk/FreePBX using Audiosocket/RTP/Websocket technology https://demo.agent678.
- NVIDIA/personaplex - PersonaPlex code.
Vision & Multimodal
Image/video understanding and vision-language models.
Vision-language models
- QwenLM/Qwen3-VL - Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
- haotian-liu/LLaVA - Large Language-and-Vision Assistant; open GPT-4V-style model.
- OpenGVLab/InternVL - Open-source multimodal model family rivaling proprietary vision-language models.
- LLaVA-VL/LLaVA-NeXT - Open-source large multimodal models for image and video understanding.
- OpenBMB/MiniCPM-V - Pocket-sized multimodal LLM for efficient image and video understanding on phones.
- NVlabs/Eagle - Frontier vision-language models trained with data-centric strategies.
- NVlabs/VILA - Vision-language models for multimodal AI across edge, data center, and cloud.
- OpenSenseNova/SenseNova-U1 - Native unified multimodal model for understanding, reasoning, and generation.
- m87-labs/moondream - Tiny vision-language model for fast image understanding on any device.
- ATH-MaaS/Ovis - Multimodal LLM architecture structurally aligning visual and textual embeddings.
- om-ai-lab/VLM-R1 - Reinforcement learning framework for visual understanding with VLMs.
- eulogik/TinyDoc-VLM - 256M-parameter document VLM that runs on CPU with ONNX export.
- andreagemelli/baguettotron-vlm - Fully reproducible sub-1B vision-language model with open training.
- microsoft/Magma - Foundation model for multimodal AI agents acting in digital worlds.
- apple-aiml-research/ml-ferret - Apple's region-aware VLM for referring expression grounding.
- jingyaogong/minimind-v - Train a small vision-language model from scratch in a couple of hours.
Detection, segmentation & tracking
- roboflow/supervision - We write your reusable computer vision tools.
- facebookresearch/segment-anything - Promptable image segmentation from Meta.
- ultralytics/ultralytics - YOLO models for detection, segmentation and tracking.
- open-mmlab/mmdetection - OpenMMLab detection toolbox.
- facebookresearch/sam2 - Meta's promptable segmentation for images and video; a vision pipeline staple.
- facebookresearch/detectron2 - Platform for object detection, segmentation, and visual recognition tasks.
- ChaoningZhang/MobileSAM - Lightweight Segment Anything variant for mobile and real-time use.
- facebookresearch/sam3 - Segment Anything Model 3: promptable segmentation for images and video.
- yujunwei04/UnSAMv2 - Self-supervised segmentation at any granularity without manual labels.
- IDEA-Research/Grounded-SAM-2 - Ground and track anything in videos using text prompts.
- roboflow/rf-detr - Real-time detection transformer, SOTA on COCO and built for fine-tuning.
- lyuwenyu/RT-DETR - Real-time detection transformer beating YOLOs on the speed-accuracy curve.
- Peterande/D-FINE - Fine-grained distribution refinement for DETR-style object detectors.
- obss/sahi - Sliced inference framework for small-object detection on large images.
- PaddlePaddle/PaddleDetection - PaddlePaddle toolkit for detection, segmentation, and tracking.
- qubvel-org/segmentation_models.pytorch - Segmentation models with 500+ pretrained convolutional and transformer backbones.
- mikel-brostrom/boxmot - Pluggable state-of-the-art multi-object tracking modules for any detector.
- blakeblackshear/frigate - NVR with real-time local object detection for IP cameras.
- roboflow/inference - Deploy computer vision models to any computer or edge device.
- google-deepmind/tapnet - DeepMind's Tracking Any Point models and benchmark.
Vision libraries & backbones
- openai/CLIP - Contrastive image-text model; the backbone of most multimodal retrieval.
- facebookresearch/dinov2 - Meta's self-supervised vision foundation model for visual perception backbones.
- mlfoundations/open_clip - Open-source implementation of CLIP with many pretrained weights.
- facebookresearch/dinov3 - Self-supervised vision transformer for dense visual features.
- rom1504/clip-retrieval - Compute CLIP embeddings and build billion-scale image search.
- illuin-tech/colpali - Train and run ColPali/ColQwen visual document retrieval models.
- facebookresearch/ImageBind - One embedding space binding images, text, audio, and more.
- pytorch/vision - Datasets, transforms, and models for computer vision.
- huggingface/pytorch-image-models - Largest collection of PyTorch image backbones with pretrained weights.
- open-mmlab/mmcv - OpenMMLab computer vision foundation library.
- kornia/kornia - Differentiable geometric computer vision library.
- rerun-io/rerun - Visualize, query, and stream multimodal robotics and vision data.
Face analysis
- deepinsight/insightface - State-of-the-art 2D and 3D face analysis toolkit.
- serengil/deepface - Lightweight face recognition and facial attribute analysis for Python.
- ageitgey/face_recognition - The simplest facial recognition API for Python and the command line.
Video understanding & agents
- OpenGVLab/InternVideo - Video foundation models and data for multimodal understanding.
- mbzuai-oryx/Video-ChatGPT - Video conversation model generating dialogue about video content.
- OpenGVLab/Ask-Anything - VideoChat: conversational video understanding with chat models.
- Breakthrough/PySceneDetect - Scene cut and transition detection for video processing pipelines.
- PyAV-Org/PyAV - Pythonic bindings for FFmpeg libraries in video ML pipelines.
- NVIDIA-AI-Blueprints/video-search-and-summarization - GPU-accelerated blueprint for video search and summarization agents.
- video-db/Director - Framework for building AI video agents and video workflows.
- HKUDS/VideoAgent - Agentic framework for video understanding, editing and creation.
Depth & 3D reconstruction
- DepthAnything/Depth-Anything-V2 - Capable foundation model for monocular depth estimation.
- ByteDance-Seed/Depth-Anything-3 - Depth and geometry from any views with a single plain transformer.
- DepthAnything/Video-Depth-Anything - Consistent depth estimation for super-long videos.
- localai-org/depth-anything.cpp - From-scratch C++17/ggml port of Depth Anything 2 and 3.
- apple-aiml-research/ml-depth-pro - Sharp monocular metric depth in under a second.
- prs-eth/Marigold - Diffusion-based monocular depth estimation repurposing image generators.
- microsoft/MoGe - Accurate monocular geometry estimation for open-domain images.
- facebookresearch/vggt - Transformer inferring cameras, depth, and 3D tracks from any views.
- HengyiWang/amb3r - Feed-forward metric-scale 3D reconstruction with backend optimization.
- colmap/colmap - Structure-from-motion and multi-view stereo reconstruction pipeline.
- isl-org/Open3D - Modern library for 3D data processing and visualization.
- facebookresearch/pytorch3d - Reusable components for deep learning with 3D data.
- nerfstudio-project/nerfstudio - Collaboration-friendly studio for neural radiance fields.
- graphdeco-inria/gaussian-splatting - Original 3D Gaussian Splatting reference implementation.
- nerfstudio-project/gsplat - CUDA-accelerated Gaussian splatting rasterization library.
- VAST-AI-Research/TripoSR - Fast 3D object reconstruction from a single image.
- harry7557558/spirula-studio - Cross-vendor 3D Gaussian Splatting trainer from video to mesh.
Image, Video & Creative Generation
Diffusion, image and video generation tooling.
Image generation UIs
- AUTOMATIC1111/stable-diffusion-webui - Stable Diffusion web UI.
- Comfy-Org/ComfyUI - The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
- lllyasviel/Fooocus - Focus on prompting and generating; Midjourney-style UI for SDXL.
- invoke-ai/InvokeAI - Creative engine for Stable Diffusion with a pro UI.
- lllyasviel/stable-diffusion-webui-forge - Stable Diffusion WebUI fork with faster inference and more features.
- vladmandic/sdnext - All-in-one WebUI for AI image/video creation and processing.
- Mooshieblob1/MooshieUI - Beginner-friendly front-end UI for ComfyUI.
- mcmonkeyprojects/SwarmUI - Modular Stable Diffusion web UI focused on power tools and speed.
- Acly/krita-ai-diffusion - Krita plugin for AI image generation, inpainting and outpainting.
- LykosAI/StabilityMatrix - Cross-platform package manager and launcher for Stable Diffusion UIs.
- MochiDiffusion/MochiDiffusion - Native macOS app for running Stable Diffusion locally.
- carson-katri/dream-textures - Stable Diffusion image and texture generation inside Blender.
- comfyanonymous/ComfyUI - The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the w.
Image models & inference
- huggingface/diffusers - State-of-the-art diffusion models for image, video and audio.
- black-forest-labs/flux - Official inference for FLUX image models.
- Stability-AI/generative-models - Stability AI generative model releases.
- apple-aiml-research/ml-stable-diffusion - Stable Diffusion with Core ML on Apple Silicon.
- ByteDance-Seed/Bagel - Open-source unified multimodal model for image generation and editing.
- Tencent-Hunyuan/HunyuanDiT - Multi-resolution diffusion transformer with fine language understanding.
- NVlabs/Sana - Efficient high-resolution text-to-image with linear diffusion transformers.
- QwenLM/Qwen-Image - Image generation foundation model with strong text rendering.
- stepfun-ai/Step1X-Edit - SOTA open-source instruction-based image editing model.
- leejet/stable-diffusion.cpp - Pure C/C++ inference for Stable Diffusion, Flux, Wan and other diffusion models.
- mflux-community/mflux - Apple MLX implementations of image and video generation models.
ComfyUI extensions
- Comfy-Org/ComfyUI-Manager - Extension manager and workflow hub for ComfyUI.
- ltdrdata/ComfyUI-Impact-Pack - Detection, detailer, and upscaling nodes for ComfyUI.
- ltdrdata/ComfyUI-Inspire-Pack - Versatile custom nodes extending ComfyUI workflows.
- Kosinkadink/ComfyUI-VideoHelperSuite - Video workflow nodes: loading, combining, and exporting.
- Kosinkadink/ComfyUI-AnimateDiff-Evolved - AnimateDiff video generation nodes for ComfyUI.
- Fannovel16/comfyui_controlnet_aux - ControlNet auxiliary preprocessors for ComfyUI.
- Kosinkadink/ComfyUI-Advanced-ControlNet - ControlNet scheduling and masking nodes for ComfyUI.
- kijai/ComfyUI-KJNodes - Handy utility and experimental nodes for ComfyUI.
- kijai/ComfyUI-WanVideoWrapper - Run WanVideo generation models inside ComfyUI.
- rgthree/rgthree-comfy - ComfyUI usability upgrades and workflow nodes.
- pythongosssss/ComfyUI-Custom-Scripts - UI enhancements and experiments for ComfyUI.
- yolain/ComfyUI-Easy-Use - Simplified nodes and presets making ComfyUI easier to use.
- 1038lab/ComfyUI-RMBG - ComfyUI nodes for AI background removal and segmentation.
- Gourieff/ComfyUI-ReActor - Fast face-swap extension node for ComfyUI.
- ssitu/ComfyUI_UltimateSDUpscale - Ultimate SD upscale tiling nodes for ComfyUI.
- MrForExample/ComfyUI-3D-Pack - Process 3D meshes and textures inside ComfyUI.
- city96/ComfyUI-GGUF - Run quantized GGUF diffusion models natively inside ComfyUI.
- ATH-MaaS/ComfyUI-Copilot - AI-powered ComfyUI assistant for workflow automation and guidance.
- SaladTechnologies/comfyui-api - Horizontally scalable ComfyUI API server with async outputs.
- Lightricks/ComfyUI-LTXVideo - ComfyUI nodes for LTX-Video text and image to video generation.
- nunchux-ai/ComfyUI-nunchaku - ComfyUI plugin for fast 4-bit quantized diffusion models via Nunchaku.
- numz/ComfyUI-SeedVR2_VideoUpscaler - ComfyUI nodes for SeedVR2 diffusion-based video and image upscaling.
- Comfy-Org/workflow_templates - Official ComfyUI template workflows.
Video generation
- calesthio/OpenMontage - World's first open-source, agentic video production system. 12 production pipelines, 100+ tools.
- showlab/Awesome-Video-Diffusion - A curated list of recent diffusion models for video generation, editing, and various other applications.
- hpcaitech/Open-Sora - Open video generation.
- Wan-Video/Wan2.1 - Alibaba's open text/image-to-video generation and video-editing model suite.
- Lightricks/LTX-Video - Lightricks' open real-time text-to-video generation model.
- mikehalleen/the-halleen-machine - Agentic system managing AI video projects via ComfyUI.
- genmoai/mochi - Open-source text-to-video generation models by Genmo.
- Tencent-Hunyuan/HunyuanVideo-1.5 - Lightweight open video generation model.
- zai-org/CogVideo - Open text-and-image-to-video generation (CogVideoX).
- Tencent-Hunyuan/HunyuanVideo - Large-scale open video generation model framework.
- SkyworkAI/SkyReels-V2 - Infinite-length AI film generation model.
- SkyworkAI/SkyReels-V3 - Multimodal video generation model.
- aigc-apps/VideoX-Fun - Flexible video generation at any resolution, from text or images.
- PKU-YuanGroup/Open-Sora-Plan - Open-source effort to reproduce Sora-class text-to-video.
- vita-epfl/Stable-Video-Infinity - Infinite-length video generation with error recycling.
- thu-ml/TurboDiffusion - 100-200x faster video diffusion inference.
- lllyasviel/FramePack - Practical long-video diffusion generation on consumer GPUs.
- LudwigKienle/ai-video-production-editor - Open-source AI video production editor with node pipelines.
- LinHao-city/StoryMind - LLM storyboard director that plans shots then generates AI films.
- harry0703/MoneyPrinterTurbo - Generates short videos from a topic with an automated LLM workflow.
- heygen-com/hyperframes - HTML-to-video rendering framework built for agents.
- meituan-longcat/LongCat-Video - Meituan's open video generation model.
- edenfunf/reelmimic - Agent crew that recreates the style of a video you show it.
- JayWebtech/autoshorts - Local desktop app that turns long recordings into vertical short clips.
- browser-use/video-use - Edit videos with coding agents.
Avatars & lip-sync
- KlingAIResearch/LivePortrait - Animate portraits into talking videos from a single photo.
- antgroup/echomimic - Lifelike audio-driven portrait animation with editable landmarks.
- jixiaozhong/Sonic - Audio-driven portrait animation with global audio perception.
- antgroup/echomimic_v3 - Unified multi-modal human animation model with 1.3B parameters.
- HumanAIGC/AnimateAnyone - Consistent controllable character animation from a single image.
- Rudrabha/Wav2Lip - Accurate lip-sync of any video to any audio.
- met4citizen/TalkingHead - JavaScript 3D talking heads with real-time lip-sync.
- chanjing-ai/Chanjing-Avatar - Open-source audio-driven 720p talking-avatar generation on Wan2.1.
- AISHIWEILAI/syncanimation - Real-time end-to-end audio-driven human animation framework.
- duixcom/Duix-Avatar - Open-source offline toolkit for AI avatars and digital human cloning.
Image editing, upscaling & restoration
- upscayl/upscayl - Free open-source AI image upscaler for desktop.
- chaiNNer-org/chaiNNer - Node-based image processing GUI for chaining upscaling tasks.
- k4yt3x/video2x - ML-based video super-resolution and frame interpolation.
- riponcm/nextgenUp - Free local AI image and video upscaler.
- Noah-1919/Fottly - Self-hosted AI image transformation and background removal service.
- danielgatis/rembg - Remove image backgrounds with AI, via CLI or library.
- sczhou/CodeFormer - Robust blind face restoration via codebook lookup transformers.
- ZhengPeng7/BiRefNet - High-resolution dichotomous image segmentation for matting.
- Akascape/Rembg-Fuse - Free open-source AI background removal plugin for DaVinci Resolve.
- pq-yang/MatAnyone - Stable video matting with consistent memory propagation.
- rizavelioglu/tryoffdiff - Virtual try-off: reconstruct garments from photos.
- tryonlabs/opentryon - Open APIs and models for virtual try-on fashion apps.
- nxnai/Voost - Unified diffusion transformer for virtual try-on and try-off.
- facefusion/facefusion - Industry-leading face swap and manipulation platform.
- hacksider/Deep-Live-Cam - Real-time face swap for live video from a single image.
- Nutlope/logocreator - Free open-source AI logo generator powered by Flux.
- Zeyi-Lin/HivisionIDPhotos - Lightweight AI ID photo maker.
- omnichar/OmniChar - AI character studio for consistent multi-model identity and LoRA training.
- zyddnys/manga-image-translator - OCR plus translation pipeline that rewrites text inside images and manga.
Training & fine-tuning
- Nerogar/OneTrainer - GUI and CLI toolkit for training and fine-tuning diffusion models including LoRA.
- kohya-ss/sd-scripts - Training scripts for DreamBooth, LoRA, and diffusion fine-tuning.
- bmaltais/kohya_ss - GUI for Kohya training scripts: DreamBooth, LoRA, and fine-tuning.
- ostris/ai-toolkit - Toolkit for fine-tuning diffusion models: LoRA and DreamBooth.
- cocktailpeanut/fluxgym - Dead-simple FLUX LoRA training UI with low VRAM support.
- UNfukashigi/SDXL-LoRA-Factory - GUI tool making SDXL LoRA training easy and intuitive.
- bghira/SimpleTuner - Fine-tuning toolkit for image, video and audio diffusion models.
Audio & music generation
- Stability-AI/stable-audio-tools - Conditional audio and music generation models.
- multimodal-art-projection/YuE - Frontier open music generation with lyrics and song structure.
- SonyResearch/Woosh - Sony's foundation model for sound effect generation.
- magenta/magenta-realtime - Open-weights live music generation model.
- xiaomi-research/controlfoley - Controllable video-to-audio generation model.
3D generation
- Tencent-Hunyuan/Hunyuan3D-2 - High-resolution 3D asset generation with diffusion models.
- microsoft/TRELLIS - Structured 3D latents for scalable and versatile 3D generation.
- Tencent-Hunyuan/HunyuanWorld-1.0 - Generate explorable 3D worlds from text or images.
- Tencent-Hunyuan/Hunyuan3D-2.1 - Image-to-3D assets with production-ready PBR materials.
- HKUDS/Paper2Slides - "Paper2Slides: From Paper to Presentation in One Click".
- hypit-ai/hypit - Clone any viral video with AI agents. Not just a script, the whole workflow: swap the face, the words, the B-roll, ship 100 variants in one.
Computer Use & GUI Agents
Agents that operate desktops, phones and apps.
Browser & desktop agents
- microsoft/magentic-ui - Experimental web-browsing agent that works across the browser.
- anthropics/claude-quickstarts - Includes the reference computer-use demo.
- alibaba/page-agent - In-page JavaScript GUI agent that controls web interfaces with natural language.
- web-infra-dev/midscene - Vision-based GUI agent for browser, mobile and desktop automation and testing.
- microsoft/fara - Family of computer use agent models from Microsoft.
- Skyvern-AI/skyvern - Automate browser based workflows with AI.
- yuruotong1/autoMate - Like Manus, Computer Use Agent(CUA) and Omniparser, we are computer-using agents.AI-driven local.
- OpenAdaptAI/OpenAdapt - Compiles a demonstrated GUI task into a program that reports VERIFIED only if an independent.
- openinterpreter/openinterpreter - A coding agent for open models like Kimi K3 and GLM 5.3.
- microsoft/UFO - UI-focused agent for Windows OS interaction.
- bytedance/UI-TARS-desktop - Desktop app for the UI-TARS GUI agent model.
- trycua/cua - Open-source computer-use stack: drivers, cross-OS VM fleets, models, and benchmarks.
- AmberSahdev/Open-Interface - Control Any Computer Using LLMs.
- mediar-ai/terminator - playwright for windows computer use.
- Jeomon/Windows-Use - An AI Agent that interacts with Windows OS at GUI level.
- CursorTouch/Windows-MCP - MCP Server for Computer Use in Windows.
- OthersideAI/self-operating-computer - A framework to enable a multimodal model to operate a computer.
- openclaw/Peekaboo - Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots.
- peakmojo/macos-visual-agent - On-device screen understanding for macOS.
- screenpipe/screenpipe - YC (S26) | Open Computer History | Record your screen continuously locally and provide.
- showlab/ShowUI-Aloha - Human-taught Computer-use Agent Designed for Real Windows and MacOS Desktops.
- askui/python-sdk - Enable AI to control your desktop, mobile and HMI devices.
- OpenGVLab/ScaleCUA - Open-sourced computer-use agent that operates across Windows, macOS, Ubuntu, and Android.
- simular-ai/Agent-S - Open agentic framework that uses computers like a human.
- TurixAI/TuriX-CUA - Computer-use agent that controls desktop apps from natural language.
- e2b-dev/open-computer-use - Computer-use agent running open-source LLMs in an E2B desktop sandbox.
- lahfir/agent-desktop - Rust CLI giving agents reliable desktop control through accessibility APIs.
- iFurySt/open-codex-computer-use - Open-source alternative to Codex computer use, with an MCP server.
- webbrain-one/webbrain - Open-source AI browser agent for Chrome and Firefox.
- feder-cr/invisible_dots - Open-source, self-hosted alternative to OpenAI Dots, Grok Bot. Built to be undetectable by anti-bot systems.
- nxtscape/nxtscape - 🌐 The open-source Agentic browser; alternative to ChatGPT Atlas, Perplexity Comet, Dia.
GUI grounding models & research
- microsoft/OmniParser - A simple screen parsing tool towards pure vision based GUI agent.
- showlab/ShowUI - Vision-language-action model for GUI agents.
- xlang-ai/OpenCUA - [NeurIPS 2025 Spotlight] OpenCUA: Open Foundations for Computer-Use Agents.
- OSU-NLP-Group/UGround - [ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents.
- THUDM/SCALE-CUA - Open-source framework for computer use agents: VeriGen verifiable task synthesis, online RL.
- mlfoundations/Gelato - 🍨 Gelato — From Data Curation to Reinforcement Learning: Building a Strong Grounding Model.
- UCSB-AI/Screen-Point-and-Read - Code repo for "Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens.
- likaixin2000/ScreenSpot-Pro-GUI-Grounding - GUI Grounding for Professional High-Resolution Computer Use.
- inclusionAI/UI-Venus - General-purpose foundation GUI agent for mobile, web, and desktop using screenshots as input.
- GUI-Libra/GUI-Libra - Official code for NeurIPS 2026 paper "GUI-Libra: Training Native GUI Agents to Reason and Act.
- Tongyi-MAI/MAI-UI - Foundation GUI agent models for real-world mobile and desktop tasks.
- ZJU-REAL/ClawGUI - Framework to train, evaluate and deploy GUI agents with online RL.
Mobile agents
- minitap-ai/mobile-use - Agent framework that operates real Android and iOS apps.
- X-PLUG/MobileAgent - Mobile-Agent: The Powerful GUI Agent Family.
- zai-org/Open-AutoGLM - An Open Phone Agent Model & Framework. Unlocking the AI Phone for Everyone.
- OpenBMB/AgentCPM-GUI - AgentCPM-GUI: An on-device GUI agent for operating Android apps, enhancing reasoning ability.
- mobile-next/mobile-mcp - MCP server for automating iOS and Android devices, emulators and simulators.
Benchmarks & environments
- ServiceNow/BrowserGym - Gym environment for building and evaluating web automation agents.
- web-arena-x/webarena - Realistic web environment benchmark for autonomous web agents.
- google-research/android_world - Official Google Research Android environment and benchmark for autonomous GUI agents.
- microsoft/WindowsAgentArena - Scalable Windows OS platform for testing and benchmarking multimodal AI agents.
- google-deepmind/android_env - RL research on Android devices.
- xlang-ai/OSWorld - Benchmark for multimodal agents acting in real computer environments.
RPA
- chelslava/rpaforge - Open source Python RPA studio with visual process designer, recorder, debugger, and orchestrator.
- iflytek/astron-rpa - Agent-ready RPA suite with out-of-the-box automation tools for individuals and enterprises.
- aisingapore/TagUI - Free RPA tool by AI Singapore.
- open-rpa/openrpa - Free Open Source Enterprise Grade RPA.
- botcity-dev/botcity-framework-core-python - BotCity Framework - Python.
- tebelorg/RPA-Python - Python package for doing RPA.
- robocorp/rpaframework - Open-source RPA libraries and tools designed for use with Robot Framework and Python.
- oculix-org/Oculix - OculiX — Visual Automation IDE. If you can see it, you can automate it.
- intra2net/guibot - A tool for GUI automation using a variety of computer vision and display control backends.
- robotframework/robotframework - Generic automation framework for acceptance testing and RPA.
Desktop automation libraries
- SeleniumHQ/selenium - The W3C WebDriver standard for browser automation that GUI agents build on.
- autokey/autokey - AutoKey, a desktop automation utility for Linux and X11.
- AutoHotkey/AutoHotkey - AutoHotkey - macro-creation and automation-oriented scripting utility for Windows.
- Jmgr/actiona - Actiona 3: cross-platform automation tool.
- pywinauto/pywinauto - Windows GUI Automation with Python (based on text properties).
- enigo-rs/enigo - Cross platform input simulation in Rust.
- yinkaisheng/Python-UIAutomation-for-Windows - Python 3 wrapper of Microsoft UIAutomation for MFC, WinForms, WPF, Qt, and browsers.
- go-vgo/robotgo - Go-native cross-platform library for RPA, GUI automation, automated testing, and computer use.
- FlaUI/FlaUI - UI automation library for .Net.
- jordansissel/xdotool - fake keyboard/mouse input, window management, and more.
- ReimuNotMoe/ydotool - Generic command-line automation tool.
- boppreh/keyboard - Hook and simulate global keyboard events on Windows and Linux.
- ra1nty/DXcam - High-performance Python screen capture library for Windows using the Desktop Duplication API.
- kwhat/libuiohook - A multi-platform C library to provide global keyboard and mouse hooks from userland.
- BoboTiG/python-mss - Ultra-fast cross-platform screenshot module in pure Python using ctypes.
- autopilot-rs/autopilot-rs - A simple, cross-platform GUI automation module for Rust.
- octalmage/robotjs - Node.js Desktop Automation.
Mobile device automation
- honeynet/droidbot - A lightweight test input generator for Android. Similar to Monkey, but with more intelligence.
- openatx/uiautomator2 - Android Uiautomator2 Python Wrapper.
- appium/appium-mcp - Appium MCP on Steroids!.
- mobile-dev-inc/Maestro - Painless E2E Automation for Mobile and Web.
- devicelab-dev/maestro-runner - Fast mobile UI test automation for Android, iOS, React Native, Flutter & Expo. Open-source.
- alibaba/tidevice - tidevice can be used to communicate with iPhone device.
- doronz88/pymobiledevice3 - Pure python3 implementation for working with iDevices (iPhone, etc...).
- Genymobile/scrcpy - Display and control your Android device.
- danielpaulus/go-ios - This is an operating system independent implementation of iOS device features. You can run UI.
- barry-ran/QtScrcpy - Android real-time display control software.
- libimobiledevice/libimobiledevice - A cross-platform protocol library to communicate with iOS devices.
- budtmo/docker-android - Android in docker solution with noVNC supported, video recording, mcp server and AI-agent.
- AirtestProject/Airtest - UI Automation Framework for Games and Apps.
- appium/appium - Cross-platform automation for mobile apps on the WebDriver protocol.
- callstack/agent-device - Mobile app automation and verification for AI coding agents.
VMs & remote desktop
- waydroid/waydroid - Waydroid uses a container-based approach to boot a full Android system on a regular GNU/Linux.
- sickcodes/Docker-OSX - Run macOS VM in a Docker! Run near native OSX-KVM in Docker! X11 Forwarding! CI/CD for OS X.
- kholia/OSX-KVM - Run macOS on QEMU/KVM. With OpenCore + Monterey + Ventura + Sonoma support now! Only.
- quickemu-project/quickemu - Quickly create and run optimised Windows, macOS and Linux virtual machines.
- novnc/websockify - Websockify is a WebSocket to TCP proxy/bridge. This allows a browser to connect to any.
- TigerVNC/tigervnc - High performance, multi-platform VNC client and server.
- apache/guacamole-server - The Apache Guacamole proxy daemon (guacd), C API (libguac), and protocol support.
- apache/guacamole-client - The Apache Guacamole web application, official extensions, and JavaScript library.
- FreeRDP/FreeRDP - FreeRDP is a free remote desktop protocol library and clients.
- Ylianst/MeshCentral - A complete web-based remote monitoring and management web site. Once setup you can install.
- FreeRDP/Remmina - Mirror of https://gitlab.com/Remmina/Remmina The GTK+ Remmina Remote Desktop Client.
- rustdesk/rustdesk - Open-source remote desktop application designed for self-hosting, an alternative to TeamViewer.
- neutrinolabs/xrdp - xrdp: an open source RDP server.
- kasmtech/KasmVNC - Modern VNC Server and client, web based and secure.
- feschber/lan-mouse - mouse & keyboard sharing via LAN.
- deskflow/deskflow - Share a single keyboard and mouse between multiple computers.
- LizardByte/Sunshine - Self-hosted game stream host for Moonlight.
- veyon/veyon - Cross-platform computer monitoring and classroom management.
- any1/wayvnc - A VNC server for wlroots based Wayland compositors.
- dwservice/agent - DWService agent for Linux, Mac and Windows.
- selkies-project/selkies - Low-Latency Accelerated Web Remote Desktop Streaming Platform for Self-Hosting, Containers.
- Xpra-org/xpra - Persistent remote applications for X11; screen sharing for X11, MacOS and MSWindows.
- rdesktop/rdesktop - 🚨 rdesktop is in need of a new maintainter. Please see the home page for more details. 🚨.
- novnc/noVNC - HTML5 VNC client for remote desktop access from any browser.
- ShawnPana/phone-harness - let your agent control your phone.
Structured Output, Guardrails & Safety
Validation, constrained decoding, jailbreak and injection defense.
Structured output
- 567-labs/instructor - Structured outputs from any LLM via Pydantic models.
- dottxt-ai/outlines - Constrained generation: guarantee JSON, regex or grammar-valid output.
- mlc-ai/xgrammar - Fast, portable structured generation engine for LLM outputs.
- guidance-ai/guidance - Microsoft's language for structured, constrained LLM generation.
- noamgat/lm-format-enforcer - Token-level filtering that enforces JSON Schema or regex output.
- microsoft/TypeChat - Natural language interfaces via types with schema-validated output.
- BoundaryML/baml - Structured-output language for building reliable LLM agents.
- google/langextract - Extracts structured information from text with precise source grounding.
- urchade/GLiNER - Lightweight NER model for extracting any entity types from text.
- mangiucugna/json_repair - Repairs malformed JSON from LLMs, APIs, logs, and user input.
- guidance-ai/llguidance - High-performance structured output and grammar-constrained decoding.
- promplate/partial-json-parser - Parses partial and incomplete JSON streamed from LLMs.
- explosion/spacy-llm - Integrates LLMs into structured NLP pipelines with spaCy.
- vamplabAI/sgr-agent-core - Schema-guided reasoning agent framework built on structured outputs.
Guardrails
- guardrails-ai/guardrails - Input/output validators for LLM applications.
- NVIDIA-NeMo/Guardrails - Programmable rails for conversational systems.
- superagent-ai/superagent - Superagent protects your AI applications against prompt injections, data leaks, and harmful.
- microsoft/agent-governance-toolkit - AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and.
- invariantlabs-ai/invariant - Guardrails for secure and robust agent development.
- archestra-ai/OpenAPPA - Deterministic guardrails that constrain agent actions without breaking them.
- ibm-granite/granite-guardian - Detects risks in prompts and responses for LLM safety.
- unitaryai/detoxify - Toxic comment classifier built on HuggingFace Transformers.
- mthamil107/prompt-shield - Prompt injection firewall with PII scanning for LLM inputs.
- data-privacy-stack/presidio - PII detection, redaction and anonymization for text and images.
- mohankrishnaganne/LLM-Evaluation-and-Guardrails-Framework - Production framework for evaluating RAG pipelines and enforcing LLM guardrails.
- royalpinto007/awesome-llm-guardrails - Curated list of open-source guardrails for LLM applications.
- baoguangsheng/fast-detect-gpt - Zero-shot detector for machine-generated text.
- cedar-policy/cedar - Policy language for fine-grained access control in applications.
- nolabs-ai/nono - Zero-trust micro sandboxes for securing agent runtimes.
- lennney/stop-that-shit - Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for A.
- a5c-ai/babysitter - Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic,.
Prompt injection defense
- agencyenterprise/PromptInject - Framework quantifying prompt robustness to injection.
- praetorian-inc/augustus - LLM vulnerability scanner for prompt injection and jailbreaks.
- liu00222/Open-Prompt-Injection - Toolkit for prompt injection attacks and defenses in LLMs.
- ethz-spylab/agentdojo - Environment evaluating prompt injection attacks on LLM agents.
- AgentPostmortem/Injection-arena - Self-hostable prompt-injection CTF game with stacked AI defenses.
- utkusen/promptmap - Security scanner for prompt injection in custom LLM applications.
Red-teaming & security scanners
- usestrix/strix - Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
- KeygraphHQ/shannon - Shannon is an AI pentester for web applications and APIs. It analyzes your source code.
- NVIDIA/garak - The LLM vulnerability scanner.
- Giskard-AI/giskard-oss - Open-Source Evaluation & Testing library for LLM Agents.
- confident-ai/deepteam - DeepTeam is a framework to red team LLMs and AI agents.
- microsoft/AI-Red-Teaming-Playground-Labs - AI Red Teaming playground labs to run AI Red Teaming trainings including infrastructure.
- msoedov/agentic_security - Agentic LLM Vulnerability Scanner / AI red teaming kit.
- Pantheon-Security/medusa - AI-first security scanner with 40k+ detection patterns.
- NuGuardAI/nuguard - AI red-teaming toolkit for prompt injections and agents.
- snyk/agent-scan - Security scanner for AI agents, MCP servers and skills.
- cisco-ai-defense/mcp-scanner - Scanner for MCP tools, prompts and supply-chain packages.
- microsoft/PyRIT - Red-teaming framework for identifying genAI risks.
- OWASP/AISVS - Testable security verification requirements for AI applications.
- thinkst/canarytokens - Canary tokens that alert when accessed, for detecting breaches.
- Trusted-AI/adversarial-robustness-toolbox - Library for ML security: evasion, poisoning, extraction, and inference attacks.
- rogue-security/rogue - Red-team platform evaluating AI agents against security policies.
- vxcontrol/pentagi - Autonomous AI agents for penetration testing.
- Autumn-27/ARTEX - Autonomous AI penetration testing system (Chinese).
Model supply-chain security
- safetensors/safetensors - Safe tensor storage format preventing arbitrary code execution.
- trailofbits/fickling - Static analyzer and decompiler for Python pickle model files.
- protectai/modelscan - Scans models for serialization attacks and unsafe code.
Chat UIs & Application Layer
Front-ends, chat interfaces and app scaffolds.
Chat apps
- Cinnamon/kotaemon - Open-source RAG tool for chatting with documents.
- chatchat-space/Langchain-Chatchat - RAG and agent chat over local LLMs with a web UI.
- xxnuo/open-coreui - Rust rewrite of Open WebUI with a much smaller memory footprint.
- outsourc-e/hermes-workspace - Web workspace with chat, terminal, memory and skills for Hermes Agent.
- LibreChat-AI/LibreChat - Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI.
- lobehub/lobehub - LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring.
- ChatGPTNextWeb/NextChat - Zero-config AI chat assistant. No API key needed — sign up and instantly chat with GPT-5.
- Mintplex-Labs/anything-llm - Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience.
- huggingface/chat-ui - Hugging Face's open chat UI; the reference self-hosted ChatGPT-style frontend.
- ai-shifu/ChatALL - Chat with all AI bots concurrently in one UI.
- GaiZhenbiao/ChuanhuChatGPT - GUI for ChatGPT API and LLMs with agents and file QA.
- MatthiasLubbertsen/HatGPT - ChatGPT-style UI clone running on HackClub AI.
- Karthik7013/chatgpt-clone - Next.js + shadcn chat app on the Vercel AI SDK.
- arc53/DocsGPT - Private RAG chat platform for documents and enterprise search.
- bionic-gpt/bionic-gpt - On-premise enterprise RAG chat with private data.
- open-webui/open-webui - Self-hosted chat UI for Ollama and OpenAI-compatible backends.
Desktop & terminal clients
- open-webui/desktop - Desktop app packaging Open WebUI for running local and remote models.
- oobabooga/textgen - Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.
- janhq/jan - Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
- CherryHQ/cherry-studio - Cross-platform AI desktop client with multi-provider support and MCP tools.
- 50BytesOfJohn/hanoki - Electron AI chat app with branching conversations.
- RunanywhereAI/runanywhere-electron - On-device LLM, vision, speech and RAG desktop app.
- adamaoc/grokforge - Electron workspace for a multi-root coding agent.
- teddashh/multi-ai-chat-desktop - Tauri app orchestrating ChatGPT, Claude, Gemini and Grok.
- Calculator5329/GatesAI-Chat - Local-first Tauri chat with Claude-Code-style agency.
- assistance-micro-design/Zileo-Chat - Multi-agent Tauri chat with MCP tools and SurrealDB.
- eaonlabs/eaon-desktop - Tauri AI chat with agent mode and an Ollama model library.
- ripperhe/Bob - macOS translation and OCR app with LLM plugins.
- nextai-translator/nextai-translator - Browser extension and desktop AI translator app.
- chatboxai/chatbox - Cross-platform desktop AI chat client for multiple providers.
- olliedoganay/AtlasChat - Desktop app for chatting with local Ollama models.
- roojs/OLLMchat - GTK and terminal Ollama chat client with tool support.
- qwersyk/Newelle - Linux virtual assistant with voice and chat interface.
- aandrew-me/tgpt - Terminal-based AI chatbot with free providers.
- Jeffser/Alpaca - GTK client for chatting with local and online AI models.
- josStorer/RWKV-Runner - Desktop manager and runner for RWKV models with OpenAI API.
- Renset/macai - Native macOS AI chat app supporting many providers.
- szczyglis-dev/py-gpt - Desktop AI assistant with chat and agent mode for many providers.
- OpenAgentPlatform/Dive - Desktop MCP host application that connects tool-calling LLMs to MCP servers.
- lencx/ChatGPT - ChatGPT desktop app for Mac, Windows and Linux.
- fathah/hermes-desktop - Desktop companion app for the Hermes AI agent.
Mobile clients
- cogwheel0/conduit - Native iOS and Android client for Open WebUI and OpenAI-compatible backends.
- jiayueshiliuqi/MoFa - Mobile-first LLM chat client for Android.
- timmyy123/LLM-Hub - Open-source mobile app for on-device LLM and media generation.
- a-ghorbani/pocketpal-ai - Run language models directly on your phone.
- gluonfield/enchanted - iOS and macOS app for private self-hosted LLMs.
- nobodywho-ooo/NobodyWho-Chat - Fully offline private AI assistant for iOS and Android.
- rikkahub/rikkahub - Android app for chatting with multiple LLM providers.
- JHubi1/ollama-app - Modern multi-platform client for Ollama chat.
- aws-samples/sample-mobile-ai-assistant - Cross-platform mobile AI assistant app built with React Native.
AI search & research
- miurla/morphic - AI-powered search engine with a generative UI.
- ItzCrazyKns/Vane - AI-powered answering engine (formerly Perplexica).
- binary-husky/gpt_academic - LLM interface optimized for paper reading and writing.
- dzhng/deep-research - AI research assistant with an iterative deep-research UI.
- u14app/deep-research - Deep research on any LLM with SSE API and MCP server.
Character & roleplay
- SillyTavern/SillyTavern - LLM frontend for power users: characters, lorebooks, extensions.
- agnaistic/agnai - Multi-user AI chat platform for fictional characters.
- kwaroran/Risuai - User-friendly LLM roleplay and character chat software.
- steve02081504/fount - Programmable agent runtime for AI characters and immersive chats.
Bots & support platforms
- father-bot/chatgpt_telegram_bot - Feature-rich ChatGPT Telegram bot frontend.
- Tiledesk/tiledesk - Open-source conversational platform with live chat and chatbots.
- NaomiProject/Naomi - Open-source platform for voice-controlled always-on assistants.
- theopenconversationkit/tock - Open-source toolkit for building conversational AI assistants.
- chatwoot/chatwoot - Open-source omnichannel live chat and support desk.
AI workspaces
-
u14app/neo-chat - Local-first AI chat workspace with agents, plugins, search and RAG.
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AppFlowy-IO/AppFlowy - AI collaborative workspace; open Notion alternative.
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toeverything/AFFiNE - Next-gen knowledge base with an AI copilot.
-
odysseus-dev/odysseus - Self-hosted AI workspace.
-
cloudflare/cloudflare-os - Agent workspace on Cloudflare Workers for documents, apps and agents.
-
tutti-os/tutti - Multi-user, multi-agent, real-time collaboration space where people and agents build together.
-
preset-io/agor - Multiplayer AI: Bring your team and agents together.
-
Team-Commonly/commonly - Open-source room for humans + cross-vendor AI agents. Every agent gets its own name, memory, skills, and workstation. Any runtime, your infr.
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alookai/alook - Rooms for people and agents.
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yincongcyincong/MuseBot - Multi-platform LLM bot for Telegram, Discord, Slack, Lark, DingTalk, WeChat and more; works with OpenAI, Gemini, DeepSeek, Doubao and others.
Deployment, Serving & MLOps
Ship and operate models and agents in production.
Model serving
- microsoft/onnxruntime - Cross-platform inference engine for serving ML models in production.
- onnx/onnx - Open standard format for portable, interoperable ML models.
- kserve/kserve - Standardized serverless inference platform on Kubernetes for predictive and generative AI.
- triton-inference-server/server - NVIDIA's multi-framework inference server with dynamic batching and ensembles.
- SeldonIO/seldon-core - MLOps framework to package, deploy, monitor, and manage production ML models.
- bentoml/BentoML - Build and serve model inference APIs, job queues, and multi-model pipelines.
- SeldonIO/MLServer - Multi-framework ML inference server with multi-model serving support.
- basetenlabs/truss - The simplest way to package and serve AI/ML models in production.
- tensorflow/serving - Flexible, high-performance serving system for machine learning models.
- replicate/cog - Containers for machine learning: package models reproducibly behind an API.
- vllm-project/production-stack - Reference system for Kubernetes-native, cluster-wide vLLM deployment.
- vllm-project/aibrix - Cost-efficient, pluggable infrastructure components for GenAI inference.
- llm-d/llm-d - Kubernetes-native distributed LLM inference with state-of-the-art performance.
- ogx-ai/ogx - OpenAI-compatible agentic API server; run any model on any infrastructure.
- ai-dynamo/dynamo - Datacenter-scale distributed inference serving framework from NVIDIA.
- xorbitsai/inference - Unified production API to serve LLMs, embeddings, and multimodal models.
- InternLM/lmdeploy - Toolkit for compressing, deploying, and serving LLMs at high throughput.
- lm-sys/FastChat - Open platform for training, serving, and evaluating large language models.
- dphnAI/sonar - Large-scale LLM inference engine, successor of the Aphrodite Engine fork.
- ServerlessLLM/ServerlessLLM - Serverless LLM serving with fast cold starts for everyone.
- predibase/lorax - Multi-LoRA inference server scaling to thousands of fine-tuned adapters.
- ModelTC/LightLLM - Lightweight, easy-to-scale, high-speed Python LLM serving framework.
- OpenNMT/CTranslate2 - Fast inference engine for Transformer models in C++ and Python.
- beam-cloud/beta9 - Ultrafast serverless GPU inference, sandboxes, and background jobs.
- vllm-project/vllm-ascend - Community hardware plugin running vLLM on Huawei Ascend NPUs.
- alibaba/rtp-llm - Alibaba's high-performance LLM inference engine.
MLOps platforms & pipelines
- kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes.
- Netflix/metaflow - Build, Manage and Deploy AI/ML Systems.
- zenml-io/zenml - ZenML : One AI Platform from Pipelines to Agents. https://zenml.io.
- ray-project/ray - Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
- skypilot-org/skypilot - Multi-cloud AI compute orchestration for training and serving.
- modal-labs/modal-client - Official SDKs for Modal's serverless GPU cloud platform.
- argoproj/argo-workflows - Kubernetes-native workflow engine for orchestrating ML and agent pipelines.
- apache/airflow - The de-facto platform for orchestrating ML and data pipelines in production.
- huggingface/huggingface_hub - Official CLI and Python client for the Hugging Face model Hub.
- dstackai/dstack - Orchestrate training and inference across GPU clouds, K8s, and bare metal.
- gpustack/gpustack - GPU cluster manager for vLLM/SGLang serving and on-demand GPU instances.
- kedro-org/kedro-viz - Visualize Kedro data and ML pipelines and track experiments.
- tensorflow/tfx - End-to-end platform for deploying production ML pipelines.
- kubeflow/pipelines - Portable, scalable machine learning workflows on Kubernetes.
- mlrun/mlrun - MLOps platform for continuous ML applications across their lifecycle.
- polyaxon/polyaxon - AI orchestration and control plane for ML workloads.
- Human-Agent-Society/reef - Serves agent traffic, records feedback, and publishes versioned weight or harness updates.
Experiment tracking
- mlflow/mlflow - The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of.
- clearml/clearml - ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data.
- wandb/wandb - The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
- marimo-team/marimo - A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a.
- kubeflow/katib - Automated hyperparameter tuning and neural architecture search on K8s.
- optuna/optuna - Automatic hyperparameter optimization framework for ML.
- aimhubio/aim - Self-hostable experiment tracker built for high-volume run comparison.
- treeverse/dvclive - Log and track ML metrics, parameters, and models with Git/DVC.
- iterative/gto - Turn any Git repository into an artifact and model registry.
- kubeflow/hub - Central model registry UI for the Kubeflow MLOps lifecycle.
- DagsHub/client - Client libraries for the DagsHub ML experiment tracking platform.
- SwanHubX/SwanLab - Experiment tracking and visualization for AI training.
Kubernetes for AI workloads
- k8sgpt-ai/k8sgpt - Giving Kubernetes Superpowers to everyone.
- kedacore/keda - Event-driven autoscaling for Kubernetes, including scale-to-zero GPU inference.
- apache/yunikorn-core - Apache YuniKorn scheduler core for big-data and ML job placement.
- volcano-sh/volcano - Cloud-native batch scheduling system for AI and HPC workloads.
- kubernetes-sigs/kueue - Kubernetes-native job queueing for batch AI and ML workloads.
- kubernetes-sigs/karpenter - Flexible, high-performance Kubernetes node autoscaler.
- NVIDIA/gpu-operator - Automates GPU provisioning, configuration, and management on Kubernetes.
- Project-HAMi/HAMi - Share heterogeneous GPUs across Kubernetes workloads efficiently.
- kubeflow/mpi-operator - Kubernetes operator for MPI-based distributed training jobs.
- kubernetes-sigs/lws - Deploy leader-worker pod groups as a unit for multi-node inference.
- kubeflow/trainer - Distributed model training and LLM fine-tuning on Kubernetes.
- kubernetes-sigs/jobset - Kubernetes-native API for distributed ML training and HPC jobs.
- ray-project/kuberay - Toolkit to run Ray AI applications on Kubernetes.
- project-codeflare/codeflare-operator - Operate Red Hat's distributed AI workload stack on OpenShift.
Edge & lightweight Kubernetes
- openshift/microshift - Small-form-factor Kubernetes optimized for edge computing.
- openyurtio/openyurt - Extend native Kubernetes to edge nodes, a CNCF project.
- kubeedge/kubeedge - Kubernetes-native edge computing framework, a CNCF project.
- k3s-io/k3s - Lightweight certified Kubernetes distribution for edge and IoT.
- k0sproject/k0s - Zero-friction lightweight Kubernetes for edge and bare metal.
- siderolabs/talos - Immutable Linux distribution purpose-built for Kubernetes.
Serverless
- knative/serving - Scale-to-zero, request-driven serverless compute on Kubernetes.
- openfaas/faas - Serverless functions made simple, on Kubernetes or faasd.
- nuclio/nuclio - High-performance serverless event and data processing platform.
- fission/fission - Fast and simple serverless functions for Kubernetes.
GitOps, CI & dev environments
- argoproj/argo-cd - GitOps continuous delivery for Kubernetes; how agents ship to clusters.
- helm/helm - The package manager for Kubernetes; the standard way to ship apps to clusters.
- fluxcd/flux2 - Open GitOps continuous delivery solution for Kubernetes.
- fluxcd/flagger - Progressive delivery operator: canary, A/B testing, blue-green.
- argoproj/argo-rollouts - Progressive delivery for Kubernetes with canary analysis.
- shipwright-io/build - Framework for building container images on Kubernetes.
- earthly/earthly - Repeatable builds with familiar Dockerfile-like syntax.
- argoproj-labs/argocd-image-updater - Automatic container image updates for Argo CD applications.
- crossplane/crossplane - Cloud-native control plane for infrastructure as code.
- werf/werf - Efficient, consistent software delivery to Kubernetes.
- GoogleContainerTools/skaffold - Easy and repeatable Kubernetes development workflows.
- tilt-dev/tilt - Define your Kubernetes dev environment as code.
- okteto/okteto - Develop your applications directly in your Kubernetes cluster.
- devspace-sh/devspace - Develop and deploy software directly inside Kubernetes.
- garden-io/garden - Spin up production-like environments for dev, test, and CI.
Data, Datasets & Synthetic Data
Data curation, labeling, synthetic generation and datasets.
Datasets
- mlabonne/llm-datasets - Curated list of datasets and tools for post-training.
- huggingface/datasets - The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools.
- tensorflow/datasets - TFDS is a collection of datasets ready to use with TensorFlow, Jax.
- mlcommons/croissant - Metadata format making ML datasets discoverable.
- huggingface/dataset-viewer - Web app for exploring Hugging Face datasets.
- togethercomputer/RedPajama-Data - Open dataset replicating LLaMA training data.
- facebookresearch/MetaCLIP - Data curation method behind Meta's CLIP models.
Labeling & annotation
- wkentaro/labelme - Image annotation with polygons and AI-assisted labeling.
- voxel51/fiftyone - Curate datasets and evaluate visual AI models.
- CVHub520/X-AnyLabeling - Desktop data labeling tool with built-in AI-assisted annotation models.
- doccano/doccano - Open source annotation tool for machine learning practitioners.
- HumanSignal/label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format.
- cvat-ai/cvat - Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual.
- snorkel-team/snorkel - Programmatic labeling for training data without hand labels.
- argilla-io/argilla - Collaboration workspace for building high-quality AI datasets.
- davidjurgens/potato - Portable annotation tool for collecting LLM and NLP training data.
- HumanSignal/Adala - Adala: Autonomous DAta (Labeling) Agent framework.
Synthetic data
- sdv-dev/SDV - Synthetic data generation for tabular data.
- Data-Centric-AI-Community/fg-data-synthetic - Synthetic data generators for tabular and time-series data.
- argilla-io/distilabel - Framework for synthetic data and AI feedback pipelines.
- Red-Hat-AI-Innovation-Team/sdg_hub - Building blocks for synthetic data generation workflows.
- mostly-ai/mostlyai - Synthetic data generation with privacy guarantees.
- joke2k/faker - Library for generating realistic fake data in Python.
- ConardLi/easy-dataset - Tool for building datasets for LLM fine-tuning, RAG and evaluation.
- NVIDIA-NeMo/DataDesigner - Generate high-quality synthetic datasets from scratch or seed data.
- rajapalagummi/SDG-Synthetic-Data-Factory - Python library generating synthetic LLM training and eval data.
- Lexsi-Labs/CuratorKIT - Data curation and synthetic data generation for LLM post-training.
Data quality & validation
- cleanlab/cleanlab - Cleanlab's open-source library is the standard data-centric AI package for data quality and.
- awslabs/deequ - Data quality verification on Spark using declarative checks.
- elementary-data/elementary - dbt-native data observability for data and analytics engineers.
- unionai-oss/pandera - Lightweight statistical data testing for dataframes.
- sodadata/soda-core - Data contracts engine for the modern data stack.
- deepchecks/deepchecks - Continuous validation tests for ML models and data.
Data processing
- Eventual-Inc/Daft - Distributed data engine for processing images, audio and other multimodal data.
- NVIDIA-NeMo/Curator - Data curation toolkit for LLM pretraining pipelines.
- datajuicer/data-juicer - Data processing system for LLM pretraining data.
- dlt-hub/dlt - Python library for building data pipelines without boilerplate.
- tobymao/sqlglot - SQL parser, transpiler and optimizer in pure Python.
- ibis-project/ibis - Python dataframe API for analytics across backends.
- dask/dask - Parallel computing library scaling Python data workflows.
- lance-format/lance - Columnar data format for ML with fast random access.
- apache/iceberg - High-performance table format for large analytic datasets.
- delta-io/delta - Open-source storage layer bringing ACID to data lakes.
- narwhals-dev/narwhals - Compatibility layer between dataframe libraries.
- airbytehq/airbyte - Open-source ELT platform with 600+ data connectors.
- Lightning-AI/litData - Streaming data loading optimized for model training.
- mosaicml/streaming - Streaming datasets for fast, multi-node training.
- webdataset/webdataset - Efficient I/O format for large deep learning datasets.
- NVIDIA/DALI - GPU-accelerated data loading and augmentation library.
- duckdb/duckdb - In-process analytical SQL engine; query Parquet and CSV at speed.
- pola-rs/polars - Blazing-fast DataFrame library for Python and Rust.
- apache/datafusion - Extensible query engine for building data pipelines in Rust.
- datachain-ai/datachain - Typed, versioned datasets over unstructured data in cloud storage.
Data versioning, catalogs & feature stores
- treeverse/dvc - Data version control for ML: version datasets and models like code.
- datahub-project/datahub - Metadata platform for data discovery, observability, and governance.
- quiltdata/quilt - Data versioning and packaging for S3-backed datasets.
- feast-dev/feast - The Open Source Feature Store for AI/ML.
- quintoandar/butterfree - Build feature stores on Spark with declarative definitions.
- treeverse/lakeFS - Git-like data version control for your data lake.
- OpenLineage/OpenLineage - Open standard for data and ML pipeline lineage metadata.
- MarquezProject/marquez - Collect, aggregate, and visualize data ecosystem metadata.
NLP libraries
- explosion/spaCy - Industrial-strength NLP pipelines in Python.
- QData/TextAttack - Framework for adversarial attacks on NLP models.
- flairNLP/flair - NLP framework with state-of-the-art sequence labeling.
- stanfordnlp/stanza - Stanford's multilingual NLP toolkit with neural pipelines.
- huggingface/setfit - Few-shot text classification with sentence transformers.
- languagetool-org/languagetool - Grammar and style checker for 30+ languages.
- MaartenGr/BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.
BI & analytics
- vega/altair - Declarative statistical visualization in Python.
- plotly/plotly.py - Interactive charts and dashboards in Python.
- metabase/metabase - Open-source BI dashboards anyone can use.
- apache/superset - Data exploration and visualization platform at scale.
- evidence-dev/evidence - Code-based BI with SQL and Markdown.
- lightdash/lightdash - BI on dbt models with version-controlled metrics.
- PostHog/posthog - Product analytics and feature flags, self-hostable.
Graph analysis libraries
- dmlc/dgl - Deep learning on graphs at scale.
- networkx/networkx - Graph analysis and algorithms in Python.
- pyg-team/pytorch_geometric - Graph neural networks in PyTorch.
- igraph/igraph - Fast graph library for R, Python and C.
- networkit/networkit - High-performance network analysis toolkit.
- gephi/gephi - Interactive graph exploration and visualization.
- rapidsai/cugraph - GPU-accelerated graph analytics.
- Qiskit/rustworkx - High-performance graph library in Rust.
- petgraph/petgraph - Graph data structures for Rust.
- graspologic-org/graspologic - Statistical analysis of network data.
Domain Agents: Finance, Healthcare, Research & More
Vertical agents and assistants for specific industries.
Finance
- TauricResearch/TradingAgents - Multi-agent LLM financial-trading framework; a good study in role-specialized agents.
- virattt/dexter - An autonomous agent for deep financial research.
- OpenBB-finance/OpenBB - Open Data Platform for analysts, quants and AI agents.
- microsoft/qlib - Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant.
- virattt/ai-hedge-fund - Multi-agent hedge fund: analyst, researcher, risk, and portfolio manager agents.
- AI4Finance-Foundation/FinGPT - Open-source finance LLMs and agents for financial data analysis.
- AI4Finance-Foundation/FinRL-Trading - AI-native modular trading infrastructure built on the FinRL-X stack.
- AI4Finance-Foundation/FinRL-Meta - Market environments and benchmarks for financial reinforcement learning.
- AI4Finance-Foundation/FinRobot - AI agent platform for financial analysis and decision support.
- HKUDS/AI-Trader - Agent-native trading platform with collective intelligence.
- huygiatrng/AlpacaTradingAgent - Multi-agent LLM trading on the Alpaca platform.
- HKUDS/Vibe-Trading - Personal trading agent with multi-agent teams.
- Kahtaf/OpenCandle - Financial investigator agent for deep market research.
- Open-Finance-Lab/AgenticTrading - LLM trading-agent research and paper-trading platform.
- YichengYang-Ethan/oracle3 - Prediction-market trading engine with Wang Transform pricing.
- ValueCell-ai/valuecell - Community multi-agent platform for financial applications.
- OpenByteInc/QuantDinger - Self-hosted AI trading platform with agent strategies and backtesting.
- The-Swarm-Corporation/AutoHedge - Autonomous hedge fund built from collaborating trading agents.
- AI4Finance-Foundation/FinRL - Deep reinforcement learning library for financial trading.
- shy3130/tick-stock-panel - Self-hosted A-share stock screening, monitoring and backtesting with LLM analysis.
- alsk1992/CloddsBot - Autonomous AI trading agent across prediction and crypto markets.
Healthcare & life sciences
- Project-MONAI/MONAI - AI Toolkit for Healthcare Imaging.
- shibing624/MedicalGPT - MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。.
- awslabs/hcls-agent-skills - 42 healthcare and life-sciences agent skills for AI scientists.
- Ediebah/clinical-insight-agent - AI data-science agent over a dbt healthcare warehouse, CI-enforced.
- Azure-Samples/healthcare-agent-orchestrator - Multi-agent healthcare accelerator focused on cancer care.
- Genentech/CLADD - RAG-enhanced collaborative agents for drug discovery.
- jackysiupuichung/virtual-biotech-scientist - Closed-loop multi-agent AI scientist for drug-target discovery.
- jinlab-imvr/MedAgent-Pro - Evidence-based multimodal medical diagnosis (ICLR 2026).
- K-Dense-AI/drug-discovery-agent-skills - Bundle of 37 drug-discovery agent skills.
- KaiChenNJ/MDTeamGPT - Self-evolving multi-agent multidisciplinary medical consultations.
- MAXNORM8650/MedAgentSim - Self-evolving multi-agent clinical simulations (MICCAI 2025).
- monk1337/Bio-Autoresearch - Karpathy-style autonomous loop for rare disease drug discovery.
- Open-Medica/open-medical-skills - Marketplace of 700+ physician-reviewed medical AI skills.
- StanfordBDHG/HealthGPT - Query Apple Health data with natural language.
- The-Swarm-Corporation/MedicalCoderSwarm - Multi-agent diagnosis and ICD-10 medical coding.
- tokisaka23/RxLM-Med-Agent - Multimodal clinical diagnostic agent with System 2 reasoning.
- wu-yc/LabClaw - 240-skill biomedical AI agent skill library.
- Wangyixinxin/MMedAgent - Multimodal medical tool-using agent (EMNLP 2024).
- wzn99/DrugPilot - LLM agent framework for drug discovery.
- yhzhu99/HealthFlow - Self-evolving multi-agent EHR analysis (npj Digital Medicine 2026).
- zaixizhang/STELLA - Self-evolving LLM agent for biomedical research.
- maziyarpanahi/openmed - Local-first healthcare AI with clinical NER and PII de-identification.
Research & science
- stanford-oval/storm - An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
- HKUDS/DeepTutor - DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.
- SakanaAI/AI-Scientist - The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery .
- Future-House/aviary - Language agent gym for scientific research tasks.
- Future-House/paper-qa - Agentic RAG over scientific literature with cited answers.
- Future-House/robin - Multi-agent system automating scientific discovery.
- HKUDS/AI-Researcher - Autonomous scientific innovation platform (NeurIPS 2025).
- Imbad0202/academic-research-skills - Claude Code skill suite covering the full academic research pipeline.
- karpathy/autoresearch - AI agents autonomously running research on single-GPU LLM training.
- mims-harvard/ToolUniverse - Ecosystem for AI scientists with 1000+ tools.
- SakanaAI/AI-Scientist-v2 - End-to-end autonomous scientific discovery via agentic tree search.
- UniPat-AI/UniScientist - Agentic research loop across 50+ disciplines.
- ziatdinovmax/SciLink - LLM agents for scientific research automation.
- CYC2002tommy/Deep-Research-Agent - 7-phase autonomous academic research pipeline skill with DOI verification.
- THU-MAIC/OpenMAIC - Multi-agent interactive classroom for immersive learning.
Deep research agents
- assafelovic/gpt-researcher - An autonomous agent that conducts deep research on any data using any LLM providers.
- jina-ai/node-DeepResearch - Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget).
- tarun7r/deep-research-agent - Multi-agent research system with credibility-scored reports.
- LearningCircuit/local-deep-research - Local deep research assistant supporting self-hosted LLMs and many search sources.
- MiroMindAI/MiroThinker - Open-source deep research agent for complex research and prediction tasks.
- Alibaba-NLP/DeepResearch - Tongyi Deep Research, an open-source web research agent.
- OpenRaiser/NanoResearch - 🦞+🔬 NanoResearch: The Autonomous AI Research Assistant.
Data analysis agents
- sinaptik-ai/pandas-ai - Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
- eosphoros-ai/DB-GPT - Open-source agentic AI data assistant for the next generation of AI + Data products.
- business-science/ai-data-science-team - Team of AI agents that performs data science and analytics tasks.
- WecoAI/aideml - AIDE: an LLM agent for machine learning engineering - the research Weco grew out of. Referenced in OpenAI MLE-bench.
Legal
- dnzengou/legal-ai-agent - Contract review API with server-validated citations.
- lowtidebuild/contract-review - Contract review agent pipeline producing redlined DOCX.
- nexu-io/open-design - 🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes t.
- Armur-Ai/Pentest-Swarm-AI - Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with.
- aiming-lab/AutoResearchClaw - Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞.
- OpenNSWM-Lab/FAROS - A blueprint-driven AutoResearch runtime for orchestrating AI research workflows from idea generation and experiments to paper writing and pe.
- beenuar/AiSOC - Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for.
- Lumiwealth/lumibot - AI agents that actually place the trade. 12 brokers, real backtests, stocks options futures forex crypto and prediction markets.
- kyky2347/ALTA - Autonomous LLM Trading Asterism — a research-only multi-agent trading platform with evidence-first research, an auditable console, Shadow si.
- GH05TCREW/pentestagent - PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.
- samugit83/redamon - Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandb.
- espressif/esp-claw - ESP-Claw, a "Chat Coding" AI agent framework for IoT devices.
- SanMuzZzZz/LuaN1aoAgent - LuaN1aoAgent is a fully autonomous AI-driven penetration testing agent powered by graph-based cognitive reasoning.
Assistants, Copilots & Personal Agents
General-purpose assistants you run yourself.
Personal agents
- Fosowl/agenticSeek - Fully local autonomous AI agent; no APIs, runs on your machine.
- HKUDS/nanobot - Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI.
- leon-ai/leon - Open-source personal assistant you self-host.
- agent0ai/agent-zero - Personal agentic framework with computer-use and multi-agent support.
- agentscope-ai/QwenPaw - Personal AI assistant workstation deployable locally or in the cloud.
- damianvtran/local-operator - Local AI agent CLI that runs tasks on your machine.
- dcSpark/shinkai-local-ai-agents - Local-first AI agent operating system with encrypted data.
- kortix-ai/suna - Open-source generalist AI agent for complex tasks.
- felinics/Memoh - Multi-agent platform giving every agent its own computer and memory.
- MarlBurroW/hivekeep - Self-hosted platform running a team of persistent personal AI agents.
- Panniantong/Agent-Reach - Agent internet capability layer connecting AI agents to live web services.
- tinyhumansai/openhuman - Local-first personal AI agent harness with persistent memory.
- RightNow-AI/openfang - Rust-built open-source Agent OS with autonomous scheduled Hands.
- rootazero/Aleph - Self-hosted personal AI assistant with a native desktop app and messaging channels.
- CharlesHAO77/EveryBuddy - Local-first desktop personal agent with personas, cron schedules, and MCP skills.
- utopusc/livinity-io - Self-hostable "Cloud AI Computer" with an AI assistant managing apps and files.
- vaenyxai/core - Self-hosted home AI agent with local memory, tasks, and your choice of model backend.
- BugraAkdemir/memo - Local-first assistant with real memory, agent tool use, and proactive habits (Go + Flutter).
- missarii/Web-Pilot - Local-first AI browser agent that browses, extracts, and downloads on your machine.
- ownpilot/OwnPilot - Privacy-first personal AI assistant platform with autonomous agents and multi-provider support.
- NeOMakinG/desktop-ai-dashboard - Open-source Tauri personal AI workspace with persistent chats and schedules.
- 0x-copilot-dev/0x-copilot - Local BYOK AI copilot; Electron desktop runs the whole stack on your machine.
- ItsNotAILABS/pocket - Host-local co-pilot runtime that opens desktop apps and the web on your PC.
- nolanmak/Jarvis - Self-hosted assistant daemon triaging email and DMs with human-approval before sending.
- opencrew-ai/oncellclaw - Personal Claude assistant in durable cloud cells; isolated, crash-proof, wakes on message.
- PeterGreenAppliedAI/Invarail - Local-model-first agent framework with router/specialist architecture and web console.
- abacusai/abacusai-bot - Open-source personal agents for WhatsApp, Telegram, Discord, with scheduled routines.
- Vexillon-ai/MIRA - Self-hosted personal AI agent with channels, voice, cron automations, and memory (Rust core).
- netease-youdao/LobsterAI - Desktop AI agent for everyday work such as data analysis and documents.
- ThinkInAIXYZ/deepchat - Desktop AI assistant connecting multiple models and tools to personal workflows.
- jayamitkatariya/personacli - Local-first personal workspace with an AI that knows your files.
- Graphene-Lab/AgentBridge - Autonomous personal AI assistant for delegating everyday tasks.
- NickMonrad/kernel-ai-assistant - Local-first Android assistant with on-device inference and semantic memory.
- samosa-ai-com/Gotcha - Fully on-device Android AI copilot turning natural language into device actions.
- spinabot/brigade - Personal AI agent runtime with enterprise-grade controls.
- TencentCloud/Octop - Self-hosted multi-user, multi-agent AI assistant.
- CopilotKit/OpenDots - Always-on AI coworkers that work across text, calls and Slack.
- eigent-ai/eigent - Eigent: The Open Source Cowork Desktop - Local and Free Alternative to Claude Cowork and Codex.
- holaboss-ai/holaOS - Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps.
- the-open-agent/openagent - ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: ht.
- nanbingxyz/5ire - 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and t.
- OpenCoworkAI/open-cowork - Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-m.
- YaoApp/yao - ✨ All your agents and workspaces in one place, on every device you own. Track tasks on a board, accessible from desktop, mobile, browser, or.
- najmuzzaman-mohammad/gawkbot - open source grok bot. gawk bots automate your menial work via AI models and build you microapps to manage the outcome, so that you have a fa.
- ghostwright/phantom - An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on.
- vellum-ai/vellum-assistant - An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets better over time.
Second brain & knowledge
- khoj-ai/khoj - Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents.
- logancyang/obsidian-copilot - THE Copilot in Obsidian.
- mindsdb/mindshub - Unified workspace where open-source AI models automate real work.
- mateaix/mateclaw - 🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spr.
CLI assistants
- simonw/llm - CLI and Python library for talking to any LLM, with plugins.
- sigoden/aichat - All-in-one LLM CLI: shell assistant, RAG, agents.
- TheR1D/shell_gpt - Command-line productivity tool powered by LLMs.
- kriserickson/ai-cli - CLI that converts natural-language requests into shell commands via LLMs.
Voice assistants & companions
- BasedHardware/omi - Open-source AI wearable companion with full software stack.
- justinprasetyo/jarvis - Voice-activated assistant on local Ollama with wake word and self-managed memory.
- Angga-29/jarvis-ai-assistant - Fully local Jarvis with voice, screen vision, web search, and a desktop orb HUD.
- OpenWhispr/openwhispr - Privacy-first voice-to-text dictation app with local Whisper and BYOK cloud models.
- yashwanth-1729/Jarvis-V2 - Voice-first personal command center with tasks, reminders, and persistent memory.
- hellotaotao/saytype - Fast Tauri tray app for hold-to-record voice dictation on Mac, Windows, and Linux.
- moeru-ai/airi - Self-hosted AI companion with voice, avatars and game-playing abilities.
- Open-LLM-VTuber/Open-LLM-VTuber - Hands-free voice chat with any LLM through a Live2D avatar.
Task-specific assistants
- career-ops-hq/career-ops - AI job-search agent that scores listings, tailors CVs, tracks applications.
- hugohe3/ppt-master - Agentic workflow that generates fully editable PowerPoint presentations.
- Mail-0/Zero - Open-source AI-driven email client with AI agents.
- mikeljc-dev/docsera - Self-hosted docs AI chat widget with citations, works with local models via Ollama.
- yikart/AiToEarn - AI content creation and auto-publishing across social platforms.
- KKKKhazix/AIHOT - Framework for a site that finds trending topics and writes daily AI reports.
- melgarafael/DeskcommCRM - Self-hosted CRM with built-in AI sales agents and WhatsApp.
Interpretability, Alignment & Research
Understanding and steering model behaviour.
Interpretability
- shap/shap - A game theoretic approach to explain the output of any machine learning model.
- TransformerLensOrg/TransformerLens - A library for mechanistic interpretability of GPT-style language models.
- decoderesearch/SAELens - Train and analyze sparse autoencoders on language models.
- openai/transformer-debugger - Tool for investigating specific behaviors of small language models.
- ndif-team/nnsight - Interpret and manipulate the internals of deep models.
- adamkarvonen/SAEBench - Benchmark suite for evaluating sparse autoencoders on language models.
- EleutherAI/sparsify - Sparse autoencoder training library for interpretability research.
- hijohnnylin/neuronpedia - Platform for exploring and interpreting neuron activations.
- jessevig/bertviz - Attention-head visualization tool for transformer models.
- inseq-team/inseq - Attribution and interpretability toolkit for sequence models.
- meta-pytorch/captum - Model interpretability and attribution library for PyTorch.
- PAIR-code/lit - Learning Interpretability Tool for visual model analysis.
- stanfordnlp/pyvene - Causal interpretability toolkit for neural network internals.
- TransformerLensOrg/CircuitsVis - Interactive visualizations of transformer circuits.
- constsynth/loupe - Research library for SAE-centered interpretability with feature dashboards.
- gwenlake/nanoSAE - Small, fast library for training sparse autoencoders on text-model activations.
- ZaheerAbbasOrakzai/transformer-internals-lab - Interactive suite for attention maps, head ablation, and logit-lens tracing.
- mi-for-the-rust-of-us/candle-mi - Rust toolkit for mechanistic interpretability on the candle ML framework.
- jacobgil/pytorch-grad-cam - Explainability methods for computer vision models, including CNNs and ViTs.
Steering & model editing
- stanfordnlp/pyreft - Python library for representation fine-tuning of LLMs.
- zjunlp/EasyEdit - Easy-to-use knowledge editing framework for LLMs.
- binhu02/repsteer - Python toolkit for representation engineering and activation steering.
- levashi/reprobe - Memory-efficient linear probes and activation steering for safety research.
- codemage05/llm-truth-steering - Linear probing and activation steering to detect truthful LLM representations.
- graphs4ai/LLM-Lobotomy - Framework for analyzing and steering political stance in LLM activations.
- smgpulse007/llm-steering - Local-first starter kit for activation steering on small language models.
- p-e-w/heretic - Automatic censorship removal for language models through abliteration.
RL & post-training
- huggingface/trl - Train transformer language models with reinforcement learning.
- modelscope/ms-swift - Scalable fine-tuning and deployment framework for large models.
- NVIDIA-NeMo/RL - Scalable RL post-training library for large language models.
- OpenRLHF/OpenRLHF - Open-source RLHF framework for training aligned LLMs.
- PKU-Alignment/align-anything - Alignment framework for any modality with human feedback.
- PrimeIntellect-ai/prime-rl - Distributed RL infrastructure for training reasoning models.
- verl-project/verl - Hybrid RL training framework for large language models.
- OpenPipe/ART - Train multi-step agents for real-world tasks with reinforcement learning.
- oumi-ai/oumi - Fine-tune, evaluate and deploy open models with SFT and RL.
- transformerlab/transformerlab-app - Open source research environment for training and evaluating LLMs.
- alibaba/ROLL - Scaling library for reinforcement learning with large language models.
- langfengQ/verl-agent - Extension of veRL for training LLM agents with RL.
- Gen-Verse/OpenClaw-RL - Train any agent with reinforcement learning from conversations.
- natolambert/rlhf-book - Textbook on reinforcement learning from human feedback.
Alignment
- PKU-Alignment/safe-rlhf - Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback.
- AI45Lab/OpenART - Open agentic red teaming toolkit for AI safety evaluation.
- AlignmentResearch/defense-in-depth-demo - Accompanying code and demo for the Defense in Depth safety paper.
- AlignmentResearch/safety-gap - Attacks and evals measuring the safety gap between mitigated and helpful-only LMs.
- AlignmentResearch/obfuscation-atlas - Maps where honesty emerges in RLVR using deception probes.
- AlignmentResearch/deception-evasion-honesty - Code for preference learning with lie detectors inducing honesty or evasion.
- AlignmentResearch/puc - Harness for studying persuasion-under-control by misaligned AI assistants.
- AlignmentResearch/AttemptPersuadeEval - Eval measuring LLM attempts to persuade across benign to harmful topics.
- AlignmentResearch/vlmrm - Uses vision-language models as zero-shot reward models for reinforcement learning.
Research
- deepseek-ai/Engram - Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models.
- ShishirPatil/gorilla - Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls).
- dair-ai/AI-Papers-of-the-Week - Highlighting the top ML papers every week.
- karpathy/nanoGPT - Minimal, hackable GPT training codebase for LLM training research.
- state-spaces/mamba - Selective state-space sequence models; the leading Transformer alternative.
- google-research/google-research - Code for Google Research papers.
- NVIDIA/cosmos - NVIDIA's open world models, datasets and tools for physical AI.
- camel-ai/oasis - 🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.
- mll-lab-nu/RAGEN - Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics.
- ray-r-ren/agent-apprenticeship - The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor age.
- Human-Agent-Society/CORAL - Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi.
Developer Tools & Utilities
Useful things that don't fit a layer.
Developer utilities
- CapSoftware/Cap - Open-source screen recording for demos and bug reports.
- OtterMind/Chat2DB - Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers.
- astral-sh/uv - Extremely fast Python package and project manager written in Rust.
- jdx/mise - Dev-tool version manager, env vars, and task runner in one binary.
- pydantic/pydantic - Data validation in Python using type hints; core of most agent frameworks.
- jd/tenacity - Python retry library with exponential backoff for flaky LLM API calls.
- hynek/stamina - Production-grade retry library for Python async and sync workloads.
- hoppscotch/hoppscotch - Open-source API development and testing ecosystem for web, desktop, and CLI.
- usebruno/bruno - Open-source API IDE for exploring and testing APIs, a Postman alternative.
- rocketride-org/rocketride-server - High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model pr.
- microsoft/foundry-dev-tools - Microsoft Foundry developer tools: build AI applications and agents with the Foundry CLI, SDKs, and VS Code toolkit.
Git & commit tools
- lemon956/aicommit - AI-powered git commit message generator.
- owayo/git-smart-commit - Smart commit messages via AI coding agents with fallback.
- qzhao19/auto-commit - AI commit message generator with conventional commits.
- di-sukharev/opencommit - Generate commit messages with an LLM.
- Nutlope/aicommits - Write git commit messages with AI.
LLM SDKs & tokenizers
- mozilla-ai/any-llm - Mozilla's unified Python SDK for calling any LLM provider through one interface.
- andrewyng/aisuite - Lightweight Python library offering one OpenAI-style API across many LLM providers.
- openai/openai-python - Official Python SDK for the OpenAI API.
- cluebbehusen/lmux - Modular Python library for unified multi-provider LLM access with cost reporting.
- MiiFlow/miiflow-agent - Lightweight unified Python SDK for 9 LLM providers with built-in agent patterns.
- openai/openai-node - Official JavaScript/TypeScript SDK for the OpenAI API.
- openai/tiktoken - Fast BPE tokenizer for OpenAI models.
- google/sentencepiece - Unsupervised text tokenizer for neural text generation.
- huggingface/tokenizers - State-of-the-art fast tokenizers optimized for research and production.
Prompt playgrounds & versioning
- hegelai/prompttools - Open-source toolkit for prompt testing and experimentation.
- chrysogonus/prompt-maker-studio - Self-hosted workspace for writing, versioning, and testing prompts.
- ale94lko/llm-workbench - Local-first multi-LLM workbench for comparing and versioning prompts.
- supernova-app/ai-playground - Test prompts across multiple AI models simultaneously.
- sekerderya/prompt-watch - Open-source LLM prompt versioning, A/B testing, and monitoring with a privacy-first SDK.
Usage metering & cost tracking
- victory-c/token-counter - Local-first CLI auditing monthly AI coding-agent token spend.
- eroslifestyle/token-ledger - Self-hosted token-usage dashboard aggregating spend across LLM providers.
- DavidAucancela/llm-observatory - Open-source dashboard tracking Claude API tokens, cost, and latency live.
- aryanjp1/costpilot - Self-hosted LLM cost analytics dashboard with budgets and forecasting.
- PioneerSquareLabs/metergraph - Self-hostable content-blind LLM cost tracking per function with dashboard.
- unkeyed/unkey - API key management platform with rate limiting and usage metering.
- openmeterio/openmeter - Real-time usage metering and billing for AI, API, and DevOps products.
Tunnels & networking
- zerotier/ZeroTierOne - Virtual networks over the internet.
- cloudflare/cloudflared - Secure tunnels to expose local services.
- tailscale/tailscale - Zero-config mesh VPN for teams.
- openziti/zrok - Zero-trust sharing over overlay networks.
- fatedier/frp - Fast reverse proxy for NAT traversal.
- ekzhang/bore - Simple TCP tunnel with a single binary.
- rathole-org/rathole - Lightweight reverse proxy for NAT traversal.
- localtunnel/localtunnel - Expose localhost to the web instantly.
Self-hosting & PaaS
- caprover/caprover - Self-hosted PaaS with one-click apps.
- coollabsio/coolify - Self-hosted Heroku and Netlify alternative.
- dokku/dokku - Docker-powered mini-Heroku.
- nextcloud/server - Self-hosted file sync and collaboration.
- portainer/portainer - Container management UI for Docker and Kubernetes.
- syncthing/syncthing - Continuous peer-to-peer file sync.
- rclone/rclone - Sync files across 70+ cloud providers.
- borgbackup/borg - Deduplicating archiver with compression.
- restic/restic - Fast, secure backup program.
- louislam/uptime-kuma - Self-hosted uptime monitoring.
- dgtlmoon/changedetection.io - Free website change detection and alerts.
- Dokploy/dokploy - Self-hostable PaaS to deploy apps and AI services with Docker.
Package registries & runtimes
- verdaccio/verdaccio - Lightweight private npm proxy registry.
- sonatype/nexus-public - Universal artifact repository manager.
- devpi/devpi - PyPI server and packaging test tool.
- dzikoysk/reposilite - Lightweight Maven repository manager.
- pypa/bandersnatch - PyPI mirror client.
- pnpm/pnpm - Fast, disk-efficient JavaScript package manager.
- oven-sh/bun - Fast all-in-one JavaScript runtime.
- denoland/deno - Secure runtime for JavaScript and TypeScript.
Other Awesome Lists
Sibling lists worth mining when you need to go deeper on a niche.
Agent & coding-agent lists
- ai-for-developers/awesome-ai-coding-tools - AI coding tools.
- filipecalegario/awesome-vibe-coding - Vibe-coding references.
- cporter202/ai-agent-tools - AI tools and utilities.
- e2b-dev/awesome-ai-agents - A list of AI autonomous agents.
- kyrolabs/awesome-agents - Awesome list of AI Agents.
- yzfly/Awesome-AGI-Agents - Curated list of AGI and autonomous agent resources.
- jim-schwoebel/awesome_ai_agents - Curated list of AI agent frameworks and tools.
- avinash201199/free-ai-agents-resources - Free AI agent learning hub with curated repos, tutorials, and courses.
- jqueryscript/awesome-coding-agent - Curated directory of AI coding agents ranked with stars and licenses.
- gabrielmoreira/awesome-ai-rabbit-holes - Opinionated rabbit-holes into coding agents, AI tooling, and the agent economy.
- crazy54/awesome-agentic-atlas - Mega-list of AI agent tools with screenshots, star counts, and install lines.
- Dmaner/awesome-agent-projects - Catalog of AI agent projects with stars, update dates, and tags.
- nibzard/awesome-agentic-patterns - Curated catalogue of agentic AI design patterns.
- vijaythecoder/awesome-claude-agents - Curated list of Claude-based agents and sub-agent dev teams.
- google-labs-code/jules-awesome-list - Curated collection of prompts for the Jules coding agent.
- haoruilee/awesome-agent-native-services - Curated catalog of agent-native services with protocol and MCP details.
- Agent-Tools/awesome-autonomous-web - Curated list of tools empowering AI agents to interact with the web.
- philfung/awesome-computer-use - Curated, opinionated list of papers and libraries for LLM computer use.
- buntys2010/awesome-ai-agents - Catalog of computer-use and browser agents with reviews and docs links.
- WenyuChiou/awesome-agentic-ai-zh - A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and ha.
- andyrewlee/awesome-agent-orchestrators - List of agent orchestrators.
- caramaschiHG/awesome-ai-agents-2026 - 🤖 The most comprehensive list of AI agents, frameworks & tools in 2026. 300+ resources · 20+ categories · Updated monthly.
- bradAGI/awesome-cli-coding-agents - Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider.
- Jenqyang/Awesome-AI-Agents - A collection of autonomous agents 🤖️ powered by LLM.
- webfuse-com/awesome-autoresearch - A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
- RyanAlberts/best-of-Agent-Harnesses - 🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.
Skills, MCP & Claude lists
- Anil-matcha/awesome-muse-connectors - Catalog of Muse integrations and connector skills.
- Appnova-EU-OU/awesome-remote-mcp-servers - Curated list of remote, hosted MCP servers needing no local setup.
- composio-community/awesome-codex-skills - Curated list of practical Codex skills for automating CLI and API workflows.
- wong2/awesome-mcp-servers - Long-running curated directory of MCP servers and related resources.
- Rodert/awesome-skill - Curated list of practical skills for Codex, Claude Code, and OpenCode.
- travisvn/awesome-claude-skills - Curated list of Claude Skills, resources and tools.
- VoltAgent/awesome-agent-skills - Curated collection of agent skills from official dev teams and community.
- github/awesome-copilot - Community instructions, agents, skills and configurations for Copilot.
- yzfly/Awesome-MCP-ZH - Chinese-language curated MCP guides, servers and clients.
- webfuse-com/awesome-claude - Curated list of things related to Anthropic Claude.
- jaw9c/awesome-remote-mcp-servers - A curated list of remote MCP servers.
AI & ML lists
- xlite-dev/Awesome-LLM-Inference - Curated papers with code on LLM inference: attention, quantization, parallelism.
- AI-Efficiency/Awesome-Model-Quantization - Curated papers, benchmarks, and tools for model quantization.
- avelino/awesome-go - Curated Go frameworks, libraries and software.
- vinta/awesome-python - Curated Python frameworks, libraries and resources.
- EthicalML/awesome-production-machine-learning - A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning.
- kelvins/awesome-mlops - Sunglasses: A curated list of awesome MLOps tools.
- KalyanKS-NLP/llm-engineer-toolkit - 120+ LLM libraries by category.
- Sumanth077/ai-engineering-toolkit - 100+ libraries for AI engineers.
- recodehive/machine-learning-repos - ML frameworks by language.
- academic/awesome-datascience - Memo: An awesome Data Science repository to learn and apply for real world problems.
- lukasmasuch/best-of-ml-python - A ranked list of awesome machine learning Python libraries. Updated weekly.
- codefuse-ai/Awesome-Code-LLM - [TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.
- uhub/awesome-llm - Curated list of LLM models, tools and resources.
- steven2358/awesome-generative-ai - Curated list of generative AI projects and services.
- josephmisiti/awesome-machine-learning - Curated ML frameworks and libraries by language.
- ChristosChristofidis/awesome-deep-learning - Curated deep learning tutorials, papers and datasets.
- keon/awesome-nlp - Curated list of NLP resources and libraries.
- AiHubCN/Awesome-Chinese-LLM - Curated collection of Chinese LLM resources.
- owainlewis/awesome-artificial-intelligence - Curated AI resources for building agentic systems.
- xueyufish/awesome-list - Curated AI list spanning skills, RAG, MLOps, safety, evals, and inference.
- Amrithasuresh/awesome-index - Meta-index of awesome AI lists ranked by stars with descriptions.
- rafska/awesome-local-llm - Curated list of platforms, tools, and resources for running LLMs locally.
- 2Anton1/awesome-ai-tools-2026 - Curated list of 300+ AI tools for writing, coding, design, and video.
- ToolkitlyAI/awesome-ai-tools - Curated directory of AI tools organized by category with descriptions.
- 26medias/awesome-ai-repos - Curated AI repos organized by domain, with stars and language tags.
- tensorchord/Awesome-LLMOps - Curated list of LLMOps tools for developers.
- dipakkr/awesome-ai-engineering - 🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluatio.
- genieincodebottle/generative-ai - Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Research, security & evaluation lists
- ContextJet-ai/awesome-llm-observability - 50+ LLM observability tools plus 26 runnable agent skills.
- thinkwee/AgentsMeetRL - Curated list of agentic reinforcement learning papers and projects.
- opendilab/awesome-RLHF - Curated list of reinforcement learning with human feedback resources.
- ottosulin/awesome-ai-security - Curated resources for AI security research.
- subinium/Awesome-Scientific-LLM-Benchmarks - Accuracy-first list of benchmarks for evaluating LLMs on scientific reasoning.
- BerSecHub/awesome-ai-red-team - Definitive resource list for offensive AI security and LLM red teaming.
- brandonhimpfen/awesome-ai-benchmarks-evaluation - Curated list of AI benchmarks, evaluation tools, datasets, and leaderboards.
- anmolksachan/AI-ML-Free-Resources-for-Security-and-Prompt-Injection - Free AI security resources: pentesting roadmap and prompt-injection tools.
- GT-RIPL/Awesome-LLM-Robotics - Comprehensive list of papers using LLMs and VLMs for robotics and RL.
- yenanjing/awesome-ai-for-science - Curated list of AI projects automating scientific research and discovery.
- JShollaj/awesome-llm-interpretability - Curated list of LLM interpretability tools, papers and resources.
- scadastrangelove/awesome-ai-security-tools - Curated list of public, research and commercial AI security tools.
- ydyjya/Awesome-LLM-Safety - Curated list of LLM safety papers, articles and resources.
General lists
- sindresorhus/awesome - The root awesome list; the index every curated list descends from.
- devtoolsd/awesome-cloud - Cloud computing resources.
- amartinson193/The-Ultimate-List-of-Free-SQL-Resources - Free SQL learning resources.
- Axorax/awesome-free-apps - Best free apps for PC and mobile.
- igorbarinov/awesome-data-engineering - Curated list of data engineering tools.
- awesomedata/awesome-public-datasets - Topic-centric list of high-quality open datasets.
- vonzosten/awesome-LangGraph - An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps.
- VoltAgent/awesome-ai-agent-papers - A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous.
Contributing
Contributions welcome — read CONTRIBUTING.md first. The bar: you have used it, it is maintained, and it fits a layer of the stack. The quickest way in is to edit this README and open a pull request; the website updates itself once it is merged.
Star history
Footnotes
Maintained by Tayyab Imam. If you reuse this list, please credit it:
Based on Awesome AI Agent Stack by Tayyab Imam.