2,458 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 |
|---|---|---|---|---|
| MoayadAbbara/FPL-MCP Manage your Fantasy Premier League team with AI — an MCP server that reads, analyses, and | 0 | Claude Code | 3 | 768 tok |
| patsypppe/sentinel A stateless MCP 2026-07-28 server and the conformance harness that grades it. Scans any MC | 0 | Claude Code | 1 | 925 tok |
| masaki-kato-119/hybrid-rag-memory Hybrid dense+sparse RAG library with an MCP server for Claude Code. Its FAISS backend adds | 0 | Claude Code | 4 | — |
| ru551n/vhdl-rag-mcp VHDL RAG MCP server | 0 | Claude Code | 1 | — |
| RN0000/foundryvtt-mcp A comprehensive Model Context Protocol (MCP) server for Foundry Virtual Tabletop (FoundryV | 0 | Claude Code | 2 | 936 tok |
| ronronner02/codepilot-agent Multi-agent code analysis assistant: enter a GitHub repository URL to generate architectur | 0 | Claude Code | 6 | 265 tok |
| johnqh/shapeshyft_api_mcp MCP server for the ShapeShyft API - lets AI assistants describe, configure, and invoke str | 0 | Claude Code | 1 | 3,338 tok |
| qui364/fscp-mcp MCP server for reading .fscp configuration files (SPZ “Rubezh-Global”) | 0 | Claude Code | 1 | 5,300 tok |
| lalithavallabhaneni01-debug/glean-faq-rag-mcpf glean rag exercise | 0 | Claude Code | 1 | 1,529 tok |
| engoetz/sap-adt-mcp MCP server and Python client for the SAP ADT REST API — search, read, write, activate and | 0 | Claude Code, Codex, OpenCode | 2 | 3,871 tok |
| Vanderjohnny/solibri-mcp Servidor MCP que conecta uma LLM ao Solibri: 25 ferramentas sobre a REST API local e o mod | 0 | Claude Code | 1 | 926 tok |
| chaosst/doc-fine-tuning-mcp An office document (Word/Excel/PPT) large model editing MCP server, which enables the larg | 0 | Claude Code | 1 | 1,443 tok |
| mskerwiderski/mcp-garmin Read-only MCP server for Garmin Connect: activities, health data, FIT file analysis and ch | 0 | Claude Code | 1 | 576 tok |
| StarShipI/modelmix Multi-model LLM comparison tool — 17 models, AI judge scoring, web UI + CLI + MCP plugin + | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| FixNPE/agentic-financial-advisor Multi-agent financial advisor: LangGraph agents over A2A, Alpha Vantage MCP market data, l | 0 | Claude Code | 1 | 3,284 tok |
| rickquant/vault-rag-mcp Local, read-only RAG over Markdown vaults through the Model Context Protocol | 0 | Claude Code | 1 | 275 tok |
| Immersive-commons/ic-skills immersivecommons.com Agent skills, SDKs, and integration docs for Immersive Commons (immersivecommons.com) - Fl | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,764 tok |
| marian-kamenistak/elc-partnership-builder engineeringleaders.io MCP server: build and price an Engineering Leaders Community partnership from your AI assi | 0 | Claude Code | 1 | 928 tok |
| DrBaher/supstack-cli supstack.me Evidence-based supplement intelligence as a CLI and MCP server. A thin client over the pub | 0 | Claude Code | 1 | 977 tok |
| TweedBeetle/dependency-fitness-mcp npm dependency-fitness verifier MCP — cross-validated deprecated/yanked/superseded + safe | 0 | Claude Code | 2 | 862 tok |
| US1929/switchai switchai.it AI agent for Italian energy tariff comparison. Analyzes utility bills, compares 44+ offe | 0 | Claude Code | 1 | 1,779 tok |
| UnbearableDev/hu-postcode-validator apify.com MCP server validating Hungarian postal codes and addresses. Powered by official Magyar Pos | 0 | Claude Code, Codex, OpenCode | 2 | 6,202 tok |
| benseverndev-oss/goldenpipe [Archived] Now part of the Golden Suite monorepo: github.com/benseverndev-oss/goldenmatch | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,031 tok |
| combor/baryon-mcp A local, permission-limited bridge between Proton Mail and the AI you choose. | 0 | Claude Code, Codex, OpenCode | 2 | 589 tok |
| domondi1/inferrail Self-hosted, OpenAI-compatible LLM gateway that turns every request into a payload-free, a | 0 | Claude Code | 1 | 802 tok |
| gregcastro23/alchm-agents-app | 0 | Claude Code, Gemini CLI | 2 | 6,366 tok |
| javierfajardo85-rgb/aiaam-xyz aiaam.xyz MAI-1 protocol server — machine-readable AI tool catalog for autonomous agents. 100+ verif | 0 | Claude Code | 1 | — |
| jperelli/graylog-mcp An MCP server to integrate ai agents with for Graylog to help debug any issue. It uses bes | 0 | Claude Code | 1 | 1,946 tok |
| krisdiallo/ecom-agent krisdiallo.github.io Does blocking GPTBot remove you from ChatGPT? No — OAI-SearchBot is the token that does. F | 0 | Claude Code | 1 | 1,140 tok |
| mbrionesalvarez/caddie-mcp The AI caddie that has seen every shot you've hit — Garmin golf data MCP server for Claude | 0 | Claude Code | 1 | 2,966 tok |
| partymola/withings-mcp modelcontextprotocol.io MCP server for the Withings Health API with OAuth, local cache, and trend analysis | 0 | Claude Code, Codex, OpenCode | 2 | 3,470 tok |
| kWAYTV/my-first-mcp My first MCP (Model Context Protocol) server | 0 | Claude Code, Codex | 1 | — |
| turfptax/cortex-mcp Cortex - Wearable AI memory system. MCP server and CLI for Cortex Link (ESP32) and Cortex | 0 | Claude Code | 1 | — |
| henrysouchien/gsheets-mcp MCP server for Google Sheets operations | 0 | Claude Code | 1 | 98 tok |
| 84emllc/calendly-mcp-server MCP server for Calendly API - event management and scheduling via Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 2 | 1,465 tok |
| HiddenDeveloper/mcp-gateway MCP remote server for shared memory across AI clients. | 0 | Claude Code | 1 | 743 tok |
| michaelahern/airthings-consumer-mcp A Model Context Protocol (MCP) server for Airthings air quality monitoring devices. | 0 | Claude Code | 1 | — |
| shimizu/modelslab-text2img-mcp-server A Model Context Protocol server dedicated to Text2Image image generation using the ModelsL | 0 | Claude Code | 1 | 2,220 tok |
| az9713/claude_skill_hn_mcp_server HackerNews MCP Server created with Claude Skill mcp-builder | 0 | Claude Code | 10 | — |
| franccesco/ynab-mcp A FastMCP server that lets AI assistants interact with your YNAB budget through the Model | 0 | Claude Code | 1 | 1,271 tok |
| georgepok/local-llm-mcp-server MCP server that bridges local LLMs through LM Studio with Claude Desktop. Privacy-first AI | 0 | Claude Code | 4 | 1,658 tok |
| danielsaban/MCP-server-CRUD-elasticsearch Model Context Protocol (MCP) server for managing Italian cities with CRUD operations backe | 0 | Claude Code | 1 | 208 tok |
| Lakshya-Saini/MySQL-MCP-Server npmjs.com A secure, feature-rich MySQL Model Context Protocol (MCP) server designed for integration | 0 | Claude Code | 1 | 918 tok |
| BACH-AI-Tools/pdf-reader-mcp An MCP server providing tools to read PDF files. | 0 | Claude Code | 13 | — |
| kud/mcp-github-copilot kud.io 🤖 Query any GitHub Copilot model from Claude — no extra API key, uses your Copilot login | 0 | Claude Code | 1 | 26 tok |
| franciscpd/mcp-server-calendar MCP server for Google Calendar — read, search, create, update, and delete events via AI ag | 0 | Claude Code | 1 | 800 tok |
| dlhck/task-fabric File-based, git-versioned task manager for AI agents — plain markdown tasks, hybrid search | 0 | Claude Code | 1 | 33 tok |
| innago-property-management/ratatoskr No-code MCP server generator from API specs (OpenAPI, GraphQL, protobuf). TOON compression | 0 | Claude Code | 1 | 2,728 tok |
| henrysouchien/sheets-finance-mcp pypi.org MCP server for SheetsFinance formula catalog — search, build, and describe spreadsheet for | 0 | Claude Code | 1 | 99 tok |
| ivkond/memoria The missing self-hosted memory backend for MCP clients. | 0 | Claude Code, Codex, OpenCode | 1 | 1,400 tok |