2,938 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 agents7,412Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorKiroWindsurf
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| op7418/CodePilot codepilot.sh A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, | 6,444 | Claude Code, Codex, OpenCode | 2 | 6,636 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 |
| 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 |
| jgraph/drawio-mcp | 5,348 | Claude Code | 1 | 3,005 tok |
| Marker-Inc-Korea/AutoRAG marker-inc-korea.github.io AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are usi | 5,059 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 7,798 tok |
| Kiln-AI/Kiln kiln.tech Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthe | 5,046 | Claude Code, Codex, OpenCode | 10 | 1,070 tok |
| pytorch/executorch executorch.ai On-device AI across mobile, embedded and edge for PyTorch | 4,991 | Claude Code | 2 | — |
| campfirein/byterover-cli docs.byterover.dev ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Ci | 4,956 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 12,162 tok |
| aipotheosis-labs/aci aci.dev ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic | 4,890 | Claude Code | 1 | 1,270 tok |
| homeassistant-ai/ha-mcp homeassistant-ai.github.io The Unofficial and Awesome Home Assistant MCP Server | 4,632 | Claude Code, Codex, OpenCode | 3 | 2,870 tok |
| VectifyAI/OpenKB pageindex.ai OpenKB: Open LLM Knowledge Base | 4,435 | Claude Code, Codex, OpenCode | 2 | 686 tok |
| crmne/ruby_llm rubyllm.com One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG | 4,340 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 4,341 tok |
| hao-ai-lab/FastVideo hao-ai-lab.github.io A unified inference and post-training framework for accelerated video generation. | 4,332 | Claude Code, Codex, OpenCode | 19 | 1,342 tok |
| algorithmicsuperintelligence/optillm Optimizing inference proxy for LLMs | 4,260 | Claude Code | 1 | 1,227 tok |
| jihe520/MathModelAgent mathmodel.top 🤖📐 An Agent and skills designed for mathematical modeling, automatically completing math | 4,214 | Claude Code | 3 | 1,377 tok |
| 0xNyk/council-of-high-intelligence nyk.dev Structured multi-perspective deliberation for hard decisions. Run full councils, focused t | 4,206 | Claude Code, Codex | 1 | 626 tok |
| langroid/langroid langroid.github.io Harness LLMs with Multi-Agent Programming | 4,102 | Claude Code | 1 | 2,637 tok |
| thinking-machines-lab/tinker-cookbook Post-training with Tinker | 4,097 | Claude Code, Codex, OpenCode | 2 | 1,838 tok |
| claraverse-space/ClaraVerse claraverse.space Claraverse is a opesource privacy focused ecosystem to replace ChatGPT, Claude, N8N, Image | 3,895 | Claude Code | 1 | 1,106 tok |
| NVIDIA/Model-Optimizer nvidia.github.io A unified library of SOTA model optimization techniques like quantization, distillation, p | 3,749 | Claude Code, Codex, OpenCode | 2 | 923 tok |
| bethington/ghidra-mcp Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headle | 3,703 | Claude Code, Codex, OpenCode | 2 | 10,062 tok |
| nextlevelbuilder/goclaw goclaw.sh GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, | 3,589 | Claude Code, Codex, OpenCode | 2 | 12,319 tok |
| smallcloudai/refact refact.ai AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, pla | 3,540 | Claude Code, Codex, OpenCode | 2 | 2,346 tok |
| synthetic-sciences/openscience openscience.sh The open-source AI workbench for scientific research | 3,493 | Claude Code, Codex, OpenCode | 2 | 2,698 tok |
| Mesh-LLM/mesh-llm meshllm.cloud Distributed AI/LLM for the people. Share compute privately or publicly to power your agent | 3,358 | Claude Code, Codex, GitHub Copilot, OpenCode | 32 | 11,756 tok |
| Ataraxy-Labs/sem ataraxy-labs.github.io Semantic version control => entity-level diffs, blame, and impact analysis on top of git. | 3,334 | Claude Code | 2 | — |