3,688 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 agents7,521Claude Code6,606Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| corcoran/almanac almanac-fitness.com A fitness tracker you talk to instead of tapping through forms | 1 | Claude Code | 1 | 6,316 tok |
| samkim/spicedb-mcp-server Model Context Protocol (MCP) server for SpiceDB. Connects LLMs to SpiceDB to explore and | 1 | Claude Code | 1 | 242 tok |
| JoaoCarabetta/basedosdados-mcp | 1 | Claude Code, Gemini CLI | 2 | 3,411 tok |
| LA3D/mcp_vocabulary_service Vocabulary Service using Model Context Protocol (MCP) | 1 | Claude Code | 1 | 1,441 tok |
| ellisp97/FlightFinderMCP MCP server enabling Claude to search and compare flights across multiple providers with s | 1 | Codex, OpenCode | 1 | 4,310 tok |
| ardaglobal/mcp-ardaglobal-code arda-global.fastmcp.app Arda Vector Database MCP Server | 1 | Claude Code | 1 | 4,927 tok |
| leanzero-srl/leanzero-mcp-doc-processor leanzero.net This is a Model Context Protocol server that helps you work with PDF, DOCX, and Excel file | 1 | Claude Code | 1 | 12,227 tok |
| nbaradar/obsidian-mcp-server nbaradar.github.io Local MCP Server implementation for Obsidian . Allows multi-vault usage, optimized for tok | 1 | Codex, OpenCode | 1 | 5,118 tok |
| Blekline/blekline-oss app.blekline.com Non-Human Identity & Runtime Enforcement for AI Agents — open-core MCP/SDK to mask, enforc | 1 | Codex, OpenCode | 1 | 553 tok |
| qxbao/qldt-hanu-mcp Model Context Protocol (MCP) server for QLDT HANU — the student management system of Hanoi | 1 | Claude Code | 1 | — |
| adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data. | 1 | Codex, Gemini CLI, OpenCode | 2 | 1,541 tok |
| lidless-labs/n8nctrl lidless.dev n8n automations are locked behind its own UI. n8nctrl hands workflow inspect, validate, ru | 1 | Claude Code, Codex, OpenCode | 2 | 1,673 tok |
| utenadev/qwencode-mcp-server QwenCode MCP Server - Model Context Protocol integration for Qwen | 1 | Claude Code, Gemini CLI | 2 | 3,113 tok |
| torsday/omnifocus-mcp An MCP server exposing the full OmniFocus surface to LLM agents. | 1 | Codex, OpenCode | 1 | 6,885 tok |
| aud1ence/obsidian-wiki-mcp MCP server implement Karpathy's LLM Wiki pattern | 1 | Claude Code, Codex, OpenCode | 2 | 1,899 tok |
| blueshiftlabs-ai/mcp-mssql-server MCP (Model Context Protocol) server for Microsoft SQL Server integration built with NestJS | 1 | Claude Code | 1 | 845 tok |
| xeonvs/DDR-Price-MCP Lightweight Model Context Protocol (MCP) server that caches and serves weekly DDR/DRAM mem | 1 | Codex, OpenCode | 1 | 893 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 |
| KKonstantinov/graphql2mcp graphql2mcp.vercel.app Convert any GraphQL API into an MCP server. CLI proxy or library mode. | 1 | Claude Code | 1 | 528 tok |
| TheNovaNodes/google-jules-mcp Integration module for Google Jules cloud workers via Model Context Protocol. | 1 | Codex, OpenCode | 1 | 1,289 tok |
| BASIC-BIT/soundiiz-mcp Local-first MCP server for safe AI access to Soundiiz syncs and SmartLinks. Read-only by d | 1 | Claude Code, Codex, OpenCode | 2 | 1,903 tok |
| reposit-bot/reposit-mcp reposit.bot MCP (Model Context Protocol) server for Reposit - community knowledge sharing for AI agent | 1 | Claude Code | 1 | 772 tok |
| Nikeandocean/carbon-factor-matcher MCP server for intelligent emission factor matching using LLM-powered semantic search | 1 | Claude Code | 1 | 962 tok |
| ukolov-dev/mcp-project-context-router Local-first project memory, context packs, backlog, and verification workflows for coding | 1 | Codex, OpenCode | 1 | 185 tok |
| dongzhaohe321418-lab/zemax-mcp Local Web GUI for reproducible chick/human-eye illumination experiments with guided OpticS | 1 | Codex, OpenCode | 1 | 205 tok |
| solentlabs/ai-journal-mcp pypi.org Journal engine and MCP server: capture, structure, and ask questions of your work journals | 1 | Claude Code | 2 | 941 tok |
| moliver28/corpus-kb Local RAG system with MCP tools for agentic code editors. AST-aware chunking, hybrid searc | 1 | Codex, OpenCode | 1 | 3,284 tok |
| bliss-fox/rag-knowledge-assistant Production-grade Agentic RAG system — ReAct Agent · hybrid retrieval · MCP protocol · end- | 1 | Claude Code, Codex | 10 | — |
| ZhaoLLe/mcp-bridge A dynamic MCP (Model Context Protocol) service bridge that supports dynamic registration o | 1 | Claude Code | 1 | 1,061 tok |
| marc-shade/enhanced-memory-mcp A high-performance memory management system for AI agents using SQLite with zlib compressi | 1 | Claude Code | 1 | 2,780 tok |
| rbj2000/mcp-crawl4ai-rag Database-agnostic MCP server for web crawling and RAG with support for Supabase, SQLite, P | 1 | Claude Code | 1 | 3,830 tok |
| mlauf-labs/saga-core SAGA - a self-organizing, AI-native document archive (core backend: ingestion, LLM enrichm | 1 | Claude Code, Codex, OpenCode | 2 | 1,666 tok |
| abrahamADSK/fpt-mcp MCP server for Autodesk Flow Production Tracking — full ShotGrid API access with RAG searc | 1 | Claude Code | 1 | 9,499 tok |
| success-meta-1/fraud-detection-mcp | 1 | Claude Code | 1 | 7,478 tok |
| AojdevStudio/simple-memory-mcp A lightweight Model Context Protocol (MCP) server that provides persistent knowledge graph | 1 | Claude Code | 7 | 2,148 tok |
| SourceShift/osf-mcp-server An MCP (Model Context Protocol) server for interacting with the [Open Science Framework (O | 1 | Claude Code | 1 | 892 tok |
| wjuliein-dotcom/figma-bridge An MCP (Model Context Protocol) tool that retrieves design node data from Figma and conver | 1 | Claude Code | 1 | 3,341 tok |
| VXConsulting/claude-rag-mcp MCP server providing RAG context and failure capture for Claude Code | 1 | Claude Code | 1 | 602 tok |
| Killian-Filippov/CodeGB MCP server that provides structured repository context for AI coding agents. | 1 | Codex, OpenCode | 1 | 1,841 tok |
| bastiaan365/mcp-it-ops MCP server for IT operations — query Active Directory, manage Intune devices, check M365 h | 1 | Claude Code | 2 | 2,036 tok |
| johnzfitch/raley-bot A grocery shopping assistant that wraps a grocery store’s web API with intelligent product | 1 | Claude Code | 1 | 1,211 tok |
| Jordonh18/fastmail-mcp-server fastmail.jordonh.me A Model Context Protocol (MCP) server for Fastmail. Enables any MCP-compatible AI assistan | 1 | GitHub Copilot | 1 | 2,637 tok |
| SolanceLab/arachne-discord-mcp One Discord bot, unlimited AI identities. Multi-tenant MCP server with per-entity encrypti | 1 | Claude Code | 1 | 531 tok |
| henrychong-ai/mcp-neo4j-knowledge-graph henrychong.com Neo4j knowledge graph MCP server with temporal versioning, semantic search, and vector emb | 1 | Claude Code | 1 | 8,213 tok |
| Genealogy-MCP/wikitree-mcp ghcr.io MIRROR - Development at https://gitlab.com/genealogy-mcp/wikitree-mcp | 1 | Claude Code | 1 | 1,695 tok |
| kascoded/kas-fastmcp A production-grade FastMCP server that wraps the Notion API as MCP tools. Exposes 15 tool | 1 | Claude Code | 1 | 924 tok |
| pghoya2956/Google-Drive-MCP-Server A Model Context Protocol (MCP) server that provides secure, scoped access to Google Drive | 1 | Claude Code | 1 | 2,247 tok |
| SinoEdwards/mail-agent-mcp Local-first email MCP server for Gmail and QQ Mail with secure OAuth, IMAP search/read, at | 1 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| ragna-ai/mcp-google-vertex A Model Context Protocol (MCP) server that provides AI-powered image and video generation | 1 | GitHub Copilot | 1 | 244 tok |
| kud/mcp-opencode kud.io 🔮 Query any model configured in opencode from Claude — zero API keys, auto-starts the ser | 1 | Claude Code | 1 | 21 tok |