3,706 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,374Claude Code6,573Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| XiaomiMiMo/MiMo-Code mimo.xiaomi.com MiMo Code: Where Models and Agents Co-Evolve | 12,956 | Claude Code, Codex, OpenCode | 2 | 1,172 tok |
| StarTrail-org/LEANN arxiv.org [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. En | 12,890 | Claude Code | 1 | 2,437 tok |
| The-PR-Agent/pr-agent pr-agent.ai 🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier. | 12,869 | Claude Code, Codex, OpenCode | 2 | 2,603 tok |
| simonw/llm llm.datasette.io Access large language models from the command-line | 12,468 | Codex, OpenCode | 1 | 100 tok |
| axolotl-ai-cloud/axolotl docs.axolotl.ai Go ahead and axolotl questions | 12,443 | Claude Code, Codex, OpenCode | 2 | 1,680 tok |
| semantica-agi/semantica getsemantica.ai Graph-Native Infrastructure for Context and Accountable AI Systems | 12,115 | Claude Code | 1 | — |
| jina-ai/reader jina.ai Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/ | 11,955 | Claude Code | 1 | 2,542 tok |
| mrexodia/ida-pro-mcp plugins.hex-rays.com AI-powered reverse engineering assistant that bridges IDA Pro with language models through | 11,852 | Claude Code | 1 | 1,135 tok |
| cocoindex-io/cocoindex cocoindex.io Incremental engine for long horizon agents 🌟 Star if you like it! | 11,492 | Claude Code, Codex, OpenCode | 5 | 4,383 tok |
| Arize-ai/phoenix arize.com AI Observability & Evaluation | 11,341 | Claude Code, Codex, OpenCode | 31 | 192 tok |
| EKKOLearnAI/hermes-studio hermes-studio.ai Web dashboard for Hermes Agent — multi-platform AI chat, session management, scheduled job | 10,873 | Codex, OpenCode | 1 | 586 tok |
| huggingface/ml-intern 🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML mo | 10,765 | Codex, OpenCode | 1 | 1,007 tok |
| skypilot-org/skypilot skypilot.ai The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one | 10,564 | Claude Code, Codex, OpenCode | 2 | 3,959 tok |
| microsoft/vscode-copilot-chat code.visualstudio.com Copilot Chat extension for VS Code | 9,970 | Claude Code, Codex, GitHub Copilot | 6 | 7,048 tok |
| StarTrail-org/PixelRAG arxiv.org https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel- | 9,884 | Claude Code | 1 | 371 tok |
| pycaret/pycaret pycaret.org Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + Rea | 9,834 | Claude Code, Codex, OpenCode | 9 | 4,649 tok |
| oumi-ai/oumi oumi.ai Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM! | 9,382 | Claude Code, Codex, OpenCode | 2 | 508 tok |
| modelcontextprotocol/modelcontextprotocol modelcontextprotocol.io Specification and documentation for the Model Context Protocol | 9,145 | Claude Code, Codex, OpenCode | 2 | 1,064 tok |
| NVIDIA/garak discord.gg the LLM vulnerability scanner | 9,120 | Codex, OpenCode | 1 | 1,415 tok |
| mark3labs/mcp-go mcp-go.dev A Go implementation of the Model Context Protocol (MCP), enabling seamless integration bet | 9,076 | Codex, OpenCode | 1 | 464 tok |
| MervinPraison/PraisonAI praison.ai PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping auton | 9,021 | Codex, OpenCode | 1 | 1,055 tok |
| MiniMax-AI/MiniMax-H3 | 8,125 | Codex | 1 | — |
| osaurus-ai/osaurus osaurus.ai Own your AI. The native macOS harness for AI agents -- any model, persistent memory, auton | 7,795 | Codex, OpenCode | 1 | 2,723 tok |
| microsoft/TinyTroupe LLM-powered multiagent persona simulation for imagination enhancement and business insight | 7,562 | GitHub Copilot | 1 | 2,629 tok |
| rikkahub/rikkahub rikka-ai.com RikkaHub is an Android APP that supports for multiple LLM providers. | 7,423 | Claude Code, Codex, OpenCode | 7 | 997 tok |
| traceloop/openllmetry traceloop.com Open-source observability for your GenAI or LLM application, based on OpenTelemetry | 7,413 | Claude Code | 1 | 636 tok |
| ed-donner/llm_engineering Repo to accompany my mastering LLM engineering course | 7,299 | GitHub Copilot | 1 | 90 tok |
| modelcontextprotocol/registry A community driven registry service for Model Context Protocol (MCP) servers. | 7,224 | Claude Code, GitHub Copilot | 2 | 286 tok |
| Zipstack/unstract unstract.com LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Work | 7,216 | Claude Code | 3 | — |
| kyegomez/swarms docs.swarms.world The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai | 7,132 | Claude Code | 1 | 8,544 tok |
| NVIDIA-NeMo/Guardrails docs.nvidia.com NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM | 7,072 | Claude Code, Codex, OpenCode | 2 | 2,415 tok |
| stagewise-io/stagewise stagewise.io The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and r | 6,803 | Claude Code, Codex, OpenCode | 11 | 1,611 tok |
| xerrors/Yuxi xerrors.github.io A self-hosted multi-tenant knowledge agent platform: unified RAG, knowledge graphs, multi- | 6,702 | Claude Code, Codex, OpenCode | 2 | 1,920 tok |
| airweave-ai/airweave airweave.ai Open-source context retrieval layer for AI agents | 6,566 | Claude Code | 1 | 1,738 tok |
| kvcache-ai/Mooncake kvcache-ai.github.io Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. | 6,500 | Claude Code, Codex, OpenCode | 5 | 320 tok |
| gepa-ai/gepa gepa-ai.github.io Optimize prompts, code, and more with AI-powered Reflective Optimization | 6,423 | Claude Code, Codex, OpenCode | 3 | 452 tok |
| PrefectHQ/marvin marvin.mintlify.app an ambient intelligence library | 6,194 | Claude Code | 1 | 462 tok |
| ikaijua/Awesome-AITools Collection of AI-related utilities. Welcome to submit pull requests / Collection of practi | 6,167 | Codex, OpenCode | 1 | 815 tok |
| Helicone/helicone helicone.ai 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and expe | 6,133 | Claude Code, Codex, Cursor, OpenCode | 3 | 5,269 tok |
| jacob-bd/gemini-notebook-mcp-cli Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context P | 6,028 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,523 tok |
| ModelEngine-Group/nexent modelengine-group.github.io Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes | 5,850 | Claude Code, Codex, OpenCode | 4 | 1,369 tok |
| areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. | 5,729 | Claude Code, Codex, OpenCode | 27 | 4,509 tok |
| OpenBMB/UltraRAG ultrarag.github.io A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines | 5,681 | Claude Code, Codex, OpenCode | 2 | 4,149 tok |
| lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t | 5,627 | Claude Code, Codex, OpenCode | 2 | 4,978 tok |
| vllm-project/semantic-router vllm-sr.ai A programmable Mixture-of-Models router for heterogeneous LLM inference | 5,600 | Codex, GitHub Copilot, OpenCode | 2 | 2,350 tok |
| cloudflare/agents developers.cloudflare.com Build and deploy AI Agents on Cloudflare | 5,523 | Codex, OpenCode | 1 | 2,131 tok |
| jgraph/drawio-mcp | 5,348 | Claude Code | 1 | 3,005 tok |
| maziyarpanahi/openmed openmed.life Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-de | 5,237 | Codex, OpenCode | 1 | 1,743 tok |
| MCP-UI-Org/mcp-ui mcpui.dev UI over MCP. Create next-gen UI experiences with the protocol and SDK! | 5,125 | GitHub Copilot | 1 | 1,709 tok |
| modelcontextprotocol/go-sdk modelcontextprotocol.io The official Go SDK for Model Context Protocol servers and clients. Maintained in collabor | 5,066 | Codex, OpenCode | 1 | 563 tok |