2,355 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 |
|---|---|---|---|---|
| cogniplex/codemem A standalone Rust memory engine for AI coding assistants. Single binary, zero runtime deps | 18 | Claude Code | 1 | 1,355 tok |
| lucifertrj/skills-based-app App demo built using Agent Skills via Google Antigravity | 18 | Claude Code, Codex | 19 | — |
| Cadasto/openehr-assistant-mcp cadasto.github.io A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and A | 18 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,466 tok |
| clouisle/Clouisle clouisle.asia Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestr | 18 | Claude Code, Codex, OpenCode | 2 | 1,017 tok |
| lorenzosaraiva/mcpforge | 18 | Claude Code | 1 | — |
| WebMCP-org/webmcp-sh webmcp.sh A modern web-based Model Context Protocol (MCP) playground for testing and developing MCP | 18 | Claude Code, Codex, OpenCode | 2 | 689 tok |
| SonAIengine/graph-tool-call pypi.org Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Ze | 18 | Claude Code, Codex, OpenCode | 2 | 188 tok |
| a-tokyo/agent-skills skills.sh 🧠 AI Agent skills for LLMs and AI Agents - Claude, Codex, Cursor etc. | 18 | Claude Code, Codex, OpenCode | 2 | 1,128 tok |
| zaber-dev/free-ai-gateway npmjs.com Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer | 18 | Claude Code, Codex, OpenCode | 5 | 1,137 tok |
| omar-A-hassan/medsci-agent Biomedical research agent with 28 MCP tools powered by MedGemma, TxGemma and OpenCode | 17 | Claude Code, GitHub Copilot, OpenCode | 25 | 907 tok |
| mikeprasad/aria-knowledge ariaknowledge.com Applied reasoning, persistent agent memory, context engineering, and human-governed trust | 17 | Claude Code, Codex, OpenCode | 2 | 29,909 tok |
| abhichandra21/Promptheus abhichandra21.github.io Automated prompt engineering for efficient AI interactions | Interactive command-line inte | 17 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 6,265 tok |
| ryanrawlingswang/llm-rules A collection of battle-tested Cursor AI rules that enable rapid, high-quality development | 17 | Claude Code | 1 | 1,810 tok |
| flagify-com/UniMCPSim UniMCPSim is a general-purpose MCP (Model Context Protocol) simulator that dynamically sim | 17 | Claude Code, Codex, OpenCode | 2 | 8,026 tok |
| ozmium7/Ozmium-MCP-Server-for-Sbox Connect AI coding assistants to the S&box editor using the Model Context Protocol (MCP). W | 17 | Claude Code | 1 | 1,273 tok |
| otaviocc/ObsidianMCPServer A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obs | 17 | Claude Code | 1 | 1,532 tok |
| prassanna-ravishankar/clearml-mcp lightweight MCP server for ClearML | 17 | Claude Code | 1 | 780 tok |
| n24q02m/wet-mcp mcp.n24q02m.com Open-source MCP server for AI agents: web search, content extraction, and library docs -- | 17 | Claude Code, Codex, OpenCode | 2 | 7,026 tok |
| tanker327/prompts-mcp-server MCP server for managing and providing prompts with TypeScript, caching, and comprehensive | 17 | Claude Code | 1 | 1,500 tok |
| block/model-ledger block.github.io Open-source model inventory & governance. Discovers every model, rule, and pipeline across | 17 | Claude Code | 1 | 1,331 tok |
| nirholas/automate-glama-submit Bulk-submit all your MCP server repos to glama.ai in one command. | 17 | Claude Code, Codex, OpenCode | 2 | 430 tok |
| klodr/gmail-mcp Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for attachment | 17 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,076 tok |
| kabirnarang39/wardline kabirnarang39.github.io Open source control-plane proxy for AI agents: identity, policy, budget, audit for MCP and | 17 | Claude Code | 1 | 1,372 tok |
| dinglebear-ai/yarr npmjs.com Rust MCP and CLI server for media automation fleets: Sonarr, Radarr, Prowlarr, Tautulli, O | 17 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 9,543 tok |
| pipeshub-ai/mcp-server pipeshub.com This repository contains the packages that make up Pipeshub’s local MCP server | 17 | Claude Code, Codex, OpenCode | 2 | 1,177 tok |
| datarobot-oss/datarobot-genai genai.datarobot.com Repository for datarobot-genai library | 17 | Claude Code, Codex, Cursor, OpenCode | 3 | 260 tok |
| kylesnowschwartz/prompt-tower.nvim ⚡ Turn your codebase into AI-ready context in seconds – the Neovim plugin that bridges the | 16 | Claude Code | 1 | 1,069 tok |
| samwang0723/mcp-booking Booking model context protocol server | 16 | Claude Code | 1 | 973 tok |
| proofsh/obsidian-notes-rag Local vector store for Obsidian notes with semantic search via MCP server | 16 | Claude Code | 1 | 1,233 tok |
| Knuckles-Team/vector-mcp Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVec | 16 | Claude Code, Codex, OpenCode | 2 | 3,464 tok |
| Bjern/jw-org-mcp A Model Context Protocol (MCP) server that provides controlled, verifiable access to conte | 16 | Claude Code | 1 | 1,125 tok |
| ratel-ai/ratel-local MCP server library + ratel-local CLI: expose a Ratel tool catalog as a Model Context Proto | 16 | Claude Code, Codex, OpenCode | 2 | 479 tok |
| shmulc8/captain-obvious Deterministic scanner that deletes tests that can never fail — asks the type checker inste | 16 | Claude Code | 1 | 413 tok |
| ChistokhinSV/gns3-mcp GNS3 MCP Server - Model Context Protocol server for AI assisted GNS3 network simulation | 16 | Claude Code | 1 | 7,814 tok |
| matematicsolutions/patron matematicsolutions.com Local-first AI workspace for law firms: case files stay on your machine, local or chosen c | 16 | Claude Code, Codex, OpenCode | 2 | 12,028 tok |
| leadpoet/leadpoet subnet71.com Open-source Bittensor subnet for a global AI agent competition in sales intelligence | 16 | Claude Code, Codex, OpenCode | 2 | 33,766 tok |
| MichaelLod/byoky byoky.com Open-source AI wallet — your keys never leave your device. 13 providers, 2 lines to integr | 16 | Claude Code | 1 | 538 tok |
| code-yeongyu/codex-rules Codex plugin that injects project rule files into model context through lifecycle hooks. | 16 | Claude Code, Codex, OpenCode | 1 | 377 tok |
| JustinPerea/midjourney-cc-skill A Claude Code skill that learns Midjourney prompt engineering through iterative refinement | 16 | Claude Code, Codex, OpenCode | 10 | 16,847 tok |
| joyozhang333-lgtm/human-design-llm humandesign.guichu.chat Open-source Human Design AI: BodyGraph charts, whole-chart talent and mission readings, De | 16 | Claude Code, Codex, OpenCode | 2 | 69 tok |
| NUGURI-7/CoCoWork cocowork.nuguri.org Multi-Agent collaboration platform — supervisor scheduling, direct member connections via | 15 | Claude Code | 1 | 2,789 tok |
| bluewings1211/codebase-RAG A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP) server designed to | 15 | Claude Code | 3 | 1,675 tok |
| razvanmacovei/k8s-multicluster-mcp An MCP (Model Context Protocol) server application for Kubernetes operations, providing a | 15 | Claude Code | 7 | — |
| dominik1001/imap-mcp 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI a | 15 | Claude Code | 1 | 273 tok |
| wyattjoh/media-server-mcp A Model Context Protocol (MCP) server that provides AI assistants with tools to manage Rad | 15 | Claude Code | 1 | 6,496 tok |
| nickjlamb/pubcrawl pharmatools.ai MCP server giving AI assistants verifiable access to PubMed, Europe PMC, US/UK drug labell | 15 | Claude Code | 1 | 1,863 tok |
| oubakiou/mdxg-redline Inline review tool for MDXG markdown — capture highlighted comments and export them as str | 15 | Claude Code, Codex, OpenCode | 4 | 585 tok |
| taehyeonglim/korean-elementary-learning-map-mcp MCP server for the Korean elementary school 2022 revised curriculum learning graph — inclu | 15 | Claude Code | 1 | 918 tok |
| aplaceforallmystuff/mcp-local-llm MCP server for delegating mechanical tasks to local LLMs via Ollama. Claude does the think | 15 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 378 tok |
| Sqcows/forgejo-mcp A Model Context Protocol (MCP) server for Forgejo and Gitea instances. Provides 103 tools | 15 | Claude Code | 1 | 1,609 tok |