3,584 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 agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 567-labs/instructor python.useinstructor.com structured outputs for llms | 14,098 | Claude Code | 1 | 3,148 tok |
| StarTrail-org/LEANN arxiv.org [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. En | 13,775 | Claude Code | 1 | 2,437 tok |
| mrexodia/ida-pro-mcp plugins.hex-rays.com AI-powered reverse engineering assistant that bridges IDA Pro with language models through | 13,379 | Claude Code | 1 | 1,135 tok |
| simonw/llm llm.datasette.io Access large language models from the command-line | 12,709 | Codex, OpenCode | 1 | 100 tok |
| axolotl-ai-cloud/axolotl docs.axolotl.ai Go ahead and axolotl questions | 12,668 | Claude Code, Codex, OpenCode | 2 | 3,197 tok |
| jina-ai/reader jina.ai Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/ | 12,238 | Claude Code | 1 | 2,542 tok |
| cocoindex-io/cocoindex cocoindex.io Incremental engine for long horizon agents 🌟 Star if you like it! | 11,827 | Claude Code, Codex, OpenCode | 5 | 6,373 tok |
| EKKOLearnAI/hermes-studio ekkostudio.xyz Ekko Studio is a local-first AI workspace for multi-agent chat, coding, and visual workflo | 11,628 | Codex, OpenCode | 1 | 586 tok |
| MiniMax-AI/MiniMax-H3 | 11,511 | Codex | 1 | — |
| spinabot/brigade brigade.spinabot.com Brigade — Your personal intelligence, built enterprise-grade | 11,371 | Codex, OpenCode | 1 | 3,380 tok |
| StarTrail-org/PixelRAG arxiv.org https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel- | 10,855 | Claude Code | 1 | 371 tok |
| skypilot-org/skypilot skypilot.ai The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one | 10,799 | Claude Code, Codex, OpenCode | 2 | 3,959 tok |
| huggingface/ml-intern huggingface.co Archived — ML Intern is no longer maintained. Continue with HuggingChat. | 10,788 | Codex, OpenCode | 1 | 1,040 tok |
| microsoft/vscode-copilot-chat code.visualstudio.com Copilot Chat extension for VS Code | 9,940 | Claude Code, Codex, GitHub Copilot | 6 | 7,048 tok |
| NVIDIA/garak discord.gg the LLM vulnerability scanner | 9,887 | Codex, OpenCode | 1 | 1,415 tok |
| pycaret/pycaret pycaret.org Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + Rea | 9,857 | Claude Code, Codex, OpenCode | 9 | 4,649 tok |
| modelcontextprotocol/modelcontextprotocol modelcontextprotocol.io Specification and documentation for the Model Context Protocol | 9,624 | Claude Code, Codex, OpenCode | 2 | 1,064 tok |
| oumi-ai/oumi oumi.ai Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM! | 9,425 | Claude Code, Codex, OpenCode | 2 | 508 tok |
| MervinPraison/PraisonAI praison.ai Private AI agents for highly regulated teams, and for anyone who wants AI on their own com | 9,322 | Codex, OpenCode | 1 | 1,086 tok |
| mark3labs/mcp-go mcp-go.dev A Go implementation of the Model Context Protocol (MCP), enabling seamless integration bet | 9,225 | Codex, OpenCode | 1 | 464 tok |
| rikkahub/rikkahub rikka-ai.com RikkaHub is an Android APP that supports for multiple LLM providers. | 8,666 | Claude Code, Codex, OpenCode | 7 | 1,646 tok |
| osaurus-ai/osaurus osaurus.ai Own your AI. The native macOS harness for AI agents -- any model, persistent memory, auton | 8,132 | Codex, OpenCode | 1 | 3,019 tok |
| NirDiamant/Prompt_Engineering diamant-ai.com 22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamenta | 7,926 | Codex, OpenCode | 1 | 767 tok |
| ed-donner/llm_engineering Repo to accompany my mastering LLM engineering course | 7,890 | GitHub Copilot | 1 | 90 tok |
| xerrors/Yuxi xerrors.github.io A self-hosted multi-tenant knowledge agent platform: unified RAG, knowledge graphs, multi- | 7,613 | Claude Code, Codex, OpenCode | 2 | 2,299 tok |
| traceloop/openllmetry traceloop.com Open-source observability for your GenAI or LLM application, based on OpenTelemetry | 7,523 | Claude Code | 1 | 636 tok |
| NVIDIA-NeMo/Guardrails docs.nvidia.com NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM | 7,439 | Claude Code, Codex, OpenCode | 2 | 2,438 tok |
| Zipstack/unstract unstract.com LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Work | 7,421 | Claude Code | 4 | — |
| gepa-ai/gepa gepa-ai.github.io Optimize prompts, code, and more with AI-powered Reflective Optimization | 7,295 | Claude Code, Codex, OpenCode | 3 | 452 tok |
| kvcache-ai/Mooncake kvcache-ai.github.io Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. | 6,988 | Claude Code, Codex, OpenCode | 5 | 320 tok |
| stagewise-io/stagewise stagewise.io The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and r | 6,832 | Claude Code, Codex, OpenCode | 11 | 1,611 tok |
| airweave-ai/airweave airweave.ai Open-source context retrieval layer for AI agents | 6,545 | Claude Code | 1 | 1,738 tok |
| jacob-bd/gemini-notebook-mcp-cli Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context P | 6,466 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 9,380 tok |
| vllm-project/semantic-router vllm-sr.ai An open, programmable decision layer for models and compute. | 6,402 | Codex, GitHub Copilot, OpenCode | 2 | 1,164 tok |
| jihe520/MathModelAgent mathmodel.top 🤖📐 An Agent and skills designed for mathematical modeling, automatically completing math | 6,296 | Claude Code | 3 | 1,377 tok |
| ikaijua/Awesome-AITools ikaijua.github.io Collection of AI-related utilities. Welcome to submit pull requests / Collection of practi | 6,277 | Codex, OpenCode | 1 | 1,716 tok |
| Helicone/helicone helicone.ai 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and expe | 6,269 | Claude Code, Codex, Cursor, OpenCode | 3 | 5,269 tok |
| PrefectHQ/marvin marvin.mintlify.app an ambient intelligence library | 6,206 | Claude Code | 1 | 242 tok |
| bethington/ghidra-mcp Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headle | 6,133 | Claude Code, Codex, OpenCode | 2 | 19,786 tok |
| lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t | 6,124 | Claude Code, Codex, OpenCode | 2 | 3,727 tok |
| cloudflare/agents developers.cloudflare.com Build and deploy AI Agents on Cloudflare | 5,956 | Codex, OpenCode | 1 | 2,311 tok |
| areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. | 5,901 | Claude Code, Codex, OpenCode | 27 | 4,525 tok |
| maziyarpanahi/openmed openmed.life Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you co | 5,781 | Codex, OpenCode | 1 | 1,960 tok |
| OpenBMB/UltraRAG ultrarag.github.io A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines | 5,737 | Claude Code, Codex, OpenCode | 2 | 4,162 tok |
| NVIDIA/Model-Optimizer nvidia.github.io A unified library of SOTA model optimization techniques like quantization, distillation, p | 5,540 | Claude Code, Codex, OpenCode | 2 | 2,609 tok |
| homeassistant-ai/ha-mcp homeassistant-ai.github.io The Unofficial and Awesome Home Assistant MCP Server | 5,446 | Claude Code, Codex, OpenCode | 3 | 3,318 tok |
| Marker-Inc-Korea/AutoRAG Your Personal Librarian Agent. Ask anything on your computer, organize files, remember imp | 5,327 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 16,986 tok |
| modelcontextprotocol/go-sdk modelcontextprotocol.io The official Go SDK for Model Context Protocol servers and clients. Maintained in collabor | 5,314 | Codex, OpenCode | 1 | 563 tok |
| Kiln-AI/Kiln kiln.tech Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthe | 5,256 | Claude Code, Codex, OpenCode | 15 | 2,163 tok |
| pytorch/executorch executorch.ai On-device AI across mobile, embedded and edge for PyTorch | 5,145 | Claude Code | 2 | — |