156 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 |
|---|---|---|---|---|
| felixzhu97/explore-chat whatschat-web.vercel.app A social messaging app for posts, feed, chat, and calls. It is written in Java with Spring | 5 | Claude Code, Cursor | 6 | — |
| l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica | 4 | Claude Code, Codex, Cursor, OpenCode | 4 | 2,107 tok |
| scottchronicity/ephemeris-mcp pypi.org Precision astronomical ephemeris for AI agents. An MCP server providing planetary position | 4 | Codex, GitHub Copilot, Cursor, OpenCode | 3 | 1,032 tok |
| hensing/searchless-ngx Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversat | 4 | Cursor | 1 | 504 tok |
| Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo | 4 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 282 tok |
| AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. | 4 | Claude Code, Codex, Cursor, OpenCode | 34 | 2,248 tok |
| fluxinc/dicom-mcp-server A server for managing contextual data in DICOM tools, supporting medical imaging and machi | 3 | Cursor | 1 | 97 tok |
| Zoverions/AXIOM-MESH zoverions.com AXIOM Mesh 0.12.0-dev.3: local-first, fail-closed coordination substrate for human and mac | 3 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,281 tok |
| CSOAI-ORG/music-production-ai-mcp meok.ai 🔌 Exposes music production tools over MCP (MEOK AI Labs); see the README for the tool lis | 2 | Cursor | 1 | 76 tok |
| ndjordjevic/pinrag A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as a | 2 | Claude Code, Cursor | 4 | — |
| kimtth/ms-fabric-skills-dev-starter microsoftlearning.github.io 🌿 Microsoft Fabric Skills - Scaffolding template for Microsoft Fabric development with AI | 2 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 1,805 tok |
| mjdevaccount/AIStack-MCP MCP-first development environment with community tools | 2 | Cursor | 1 | 2,545 tok |
| sandraschi/discord-mcp Discord bot bridge via FastMCP — guilds, messages, moderation, RAG search, agentic workflo | 2 | Claude Code, Codex, Cursor, OpenCode, Windsurf | 5 | 1,096 tok |
| vpeetla-ai/multi-agent-system-pattern multi-agent-system-pattern.vercel.app Multi-agent system pattern — specialized roles and delegation | 2 | Claude Code, Codex, Cursor, OpenCode | 14 | 389 tok |
| vpeetla-ai/react-agent-pattern react-agent-pattern.vercel.app ReAct agent pattern reference — LangGraph minimal implementation with tests | 2 | Claude Code, Codex, Cursor, OpenCode | 14 | 389 tok |
| G0rg0ne/Ship-of-Theseus ship-of-theseus.online Turn your documents into a queryable knowledge graph with Graph RAG and Evolve your person | 2 | Cursor | 1 | — |
| iagomussel/mcp-local-llm MCP server that provides access to local LLMs via Docker Model Runner with multiple AI-pow | 2 | Cursor | 1 | 1,889 tok |
| cosmocoder/mcp-web-docs Self-hosted MCP server to index and search any documentation site—public or private | 2 | Claude Code, Codex, Cursor, OpenCode | 3 | 6,381 tok |
| CSOAI-ORG/explainability-report-mcp 🔌 Exposes By [MEOK AI Labs](https://meok.ai) | An over MCP — for AI explainability and tr | 1 | Cursor | 1 | 81 tok |
| CSOAI-ORG/voice-audio-mcp 🔌 Exposes Voice & Audio. TTS, voice cloning, audio generation, transcription. Integrates | 1 | Cursor | 1 | 96 tok |
| CSOAI-ORG/real-estate-listing-mcp meok.ai 🔌 Exposes Real estate listing over MCP — property search, valuation, mortgage calculator, | 1 | Cursor | 1 | 86 tok |
| CSOAI-ORG/pet-care-ai-mcp meok.ai 🔌 Exposes Pet care over MCP — vaccination tracking, feeding schedules, vet appointments, | 1 | Cursor | 1 | 83 tok |
| XFuel-Lab/xfuel-protocol xfuel.app The book for paid AI compute. Hub, model, and amount on collected rows you hold. | 1 | Codex, Cursor, OpenCode | 4 | 1,964 tok |
| BCuracao/cursor-universal-rules | 1 | Cursor | 1 | 179 tok |
| mikepsinn/clickup-mcp-server ClickUp MCP Server - Integrate ClickUp tasks with AI through Model Context Protocol | 1 | Cursor | 1 | 64 tok |
| arvid-berndtsson/Chess-MCP arvid.tech A powerful chess engine and game server built with the Model Context Protocol (MCP). Play | 1 | Cursor | 1 | 603 tok |
| SampsonKY/XcodeBuildMCP async-let.com A Model Context Protocol (MCP) server that provides Xcode-related tools for integration wi | 1 | Cursor | 1 | 1,983 tok |
| CSOAI-ORG/logistics-ai-mcp meok.ai 🔌 Exposes logistics tools over MCP (MEOK AI Labs); see the README for the tool list. | 1 | Cursor | 1 | 72 tok |
| leocelis/ivd ivdframework.dev Intent-Verified Development (IVD): a framework where AI writes the intent, implements agai | 1 | Cursor | 1 | 5,122 tok |
| TMHSDigital/tailscale-mcp tmhsdigital.github.io MCP server for safe programmatic access to the local Tailscale daemon: tailnet discovery, | 1 | Codex, Cursor, OpenCode | 2 | 1,532 tok |
| Jarzembak/calibremcp FastMCP 3.2 server for Calibre e-book library management — AI-assisted search, RAG, and ag | 0 | Claude Code, Codex, Cursor, OpenCode | 4 | 1,295 tok |
| CSOAI-ORG/agriculture-robotics-mcp 🔌 Exposes Agricultural robotics compliance over MCP — HSE PUWER, farm safety, autonomous | 0 | Cursor | 1 | 83 tok |
| CSOAI-ORG/ai-ops-mcp 🔌 Exposes Ai Ops over MCP — automation tooling for ai ops. MIT. | 0 | Cursor | 1 | 75 tok |
| CSOAI-ORG/backup-ai-mcp meok.ai 🔌 Exposes File backup scheduler over MCP — incremental backups, verification, retention p | 0 | Cursor | 1 | 72 tok |
| CSOAI-ORG/bias-detection-mcp meok.ai 🔌 Exposes AI bias detection + fairness assessment over MCP — Required by EU AI Act Articl | 0 | Cursor | 1 | 172 tok |
| CSOAI-ORG/code-executor-mcp meok.ai 🔌 Exposes Sandboxed code execution: Python, JavaScript, and shell commands with safety gu | 0 | Cursor | 1 | 75 tok |
| CSOAI-ORG/config-validator-ai-mcp meok.ai 🔌 Exposes config validator tools over MCP (MEOK AI Labs); see the README for the tool lis | 0 | Cursor | 1 | 70 tok |
| CSOAI-ORG/content-registry-mcp 🔌 Exposes Register content with cryptographic hashes and timestamps, verify integrity, se | 0 | Cursor | 1 | 76 tok |
| CSOAI-ORG/crm-ai-mcp meok.ai 🔌 Exposes Customer relationship management toolkit: lead scoring, deal stage prediction, | 0 | Cursor | 1 | 76 tok |
| CSOAI-ORG/cron-ai-mcp meok.ai 🔌 Exposes cron tools over MCP (MEOK AI Labs); see the README for the tool list. | 0 | Cursor | 1 | 69 tok |
| CSOAI-ORG/customer-support-ai-mcp meok.ai 🔌 Exposes customer-support-ai-mcp tools over MCP (MEOK AI Labs). | 0 | Cursor | 1 | 77 tok |
| CSOAI-ORG/date-calculator-ai-mcp meok.ai 🔌 Exposes date calculator tools over MCP (MEOK AI Labs); see the README for the tool list | 0 | Cursor | 1 | 76 tok |
| CSOAI-ORG/email-validator-ai-mcp meok.ai 🔌 Exposes email validator tools over MCP (MEOK AI Labs); see the README for the tool list | 0 | Cursor | 1 | 69 tok |
| CSOAI-ORG/encoder-ai-mcp meok.ai 🔌 Exposes encoder over MCP — AI-powered automation tool. MIT. | 0 | Cursor | 1 | 71 tok |
| CSOAI-ORG/env-manager-ai-mcp meok.ai 🔌 Exposes env manager tools over MCP (MEOK AI Labs); see the README for the tool list. | 0 | Cursor | 1 | 74 tok |
| CSOAI-ORG/faker-ai-mcp meok.ai 🔌 Exposes Generate realistic fake test data for development and testing. (MEOK AI Labs) | 0 | Cursor | 1 | 70 tok |
| CSOAI-ORG/fishkeeper-ai-mcp meok.ai 🔌 Exposes Aquarium management & fish health AI MCP Server. B+ global aquarium market. (ME | 0 | Cursor | 1 | 80 tok |
| CSOAI-ORG/fitness-ai-mcp meok.ai 🔌 Exposes fitness tools over MCP (MEOK AI Labs); see the README for the tool list. | 0 | Cursor | 1 | 76 tok |
| CSOAI-ORG/gardening-ai-mcp meok.ai 🔌 Exposes gardening-ai-mcp tools over MCP (MEOK AI Labs). | 0 | Cursor | 1 | 77 tok |
| CSOAI-ORG/gods-eye-geospatial-mcp meok.ai 🔌 Exposes Gods Eye — local-first geospatial awareness over MCP — Wraps open, non-US-depen | 0 | Cursor | 1 | 92 tok |