1,821 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 |
|---|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| campfirein/byterover-cli docs.byterover.dev ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Ci | 4,944 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 12,162 tok |
| Martian-Engineering/lossless-claw Lossless Claw — LCM (Lossless Context Management) plugin for OpenClaw | 4,919 | Codex, OpenCode | 1 | 909 tok |
| walkinglabs/hands-on-modern-rl walkinglabs.github.io 🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alig | 4,863 | Codex, OpenCode | 1 | 1,305 tok |
| VectifyAI/OpenKB pageindex.ai OpenKB: Open LLM Knowledge Base | 4,852 | Claude Code, Codex, OpenCode | 2 | 686 tok |
| liustack/modlens liustack.dev The first vision plugin for DeepSeek Harness, and the vision bridge for every text-only co | 4,790 | Codex, OpenCode | 1 | 1,760 tok |
| inkeep/open-knowledge openknowledge.ai Beautiful, AI-native markdown IDE and LLM wiki | 4,790 | Codex, OpenCode | 1 | 2,492 tok |
| FlowElement-xinliuyuansu/m_flow flowelement.ai A bio-inspired cognitive memory engine — a new paradigm for Graph RAG. | 4,508 | Codex, OpenCode | 1 | 1,075 tok |
| crmne/ruby_llm rubyllm.com The Ruby AI framework. | 4,496 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 8,465 tok |
| gptme/gptme gptme.org Your agent in your terminal, equipped with local tools: writes code, uses the terminal, br | 4,468 | Codex, OpenCode | 1 | 1,600 tok |
| synthetic-sciences/openscience openscience.sh The open-source AI workbench for scientific research | 4,348 | Claude Code, Codex, OpenCode | 2 | 3,883 tok |
| thinking-machines-lab/tinker-cookbook Post-training with Tinker | 4,236 | Claude Code, Codex, OpenCode | 2 | 3,441 tok |
| marin-community/marin marin.community Open-source framework for the research and development of foundation models. | 4,074 | Claude Code, Codex, OpenCode | 31 | 2,893 tok |
| steipete/oracle askoracle.sh Ask the oracle when you're stuck. Invoke GPT-5 Pro with a custom context and files. | 4,061 | Codex, OpenCode | 1 | 1,152 tok |
| evalstate/fast-agent fast-agent.ai Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support | 3,959 | Codex, OpenCode | 1 | 1,057 tok |
| Mesh-LLM/mesh-llm meshllm.cloud Distributed AI/LLM for the people. Share compute privately or publicly to power your agent | 3,952 | Claude Code, Codex, GitHub Copilot, OpenCode | 32 | 4,838 tok |
| letta-ai/letta-code letta.com Agents that self-improve with experience | 3,786 | Claude Code, Codex, OpenCode | 4 | 11,455 tok |
| modelcontextprotocol/java-sdk java.sdk.modelcontextprotocol.io The official Java SDK for Model Context Protocol servers and clients. Maintained in collab | 3,759 | Codex, OpenCode | 1 | 839 tok |
| nextlevelbuilder/goclaw goclaw.sh GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, | 3,704 | Claude Code, Codex, OpenCode | 2 | 12,319 tok |
| zts212653/clowder-ai Build AI teams, not just agents. Hard rails, soft power, shared mission. | 3,685 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,019 tok |
| modelscope/evalscope modelscope.github.io A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evalua | 3,655 | Codex, GitHub Copilot, OpenCode | 2 | 3,233 tok |
| Dailin521/codex-provider-sync Synchronize Codex session provider metadata across rollout files and SQLite state. | 3,635 | Codex, OpenCode | 1 | 2,791 tok |
| truera/trulens trulens.org Evaluation and Tracking for LLM Experiments and AI Agents | 3,629 | Codex, OpenCode | 1 | 2,876 tok |
| smallcloudai/refact refact.ai AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, pla | 3,531 | Claude Code, Codex, OpenCode | 2 | 2,346 tok |