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 |
|---|---|---|---|---|
| just-every/mcp-deep-search justevery.com Runs a search across all major providers simultaneously | 9 | Claude Code | 1 | 1,021 tok |
| tago-io/mcp-server tago.io @tago-io/mcp-server | Model Context Protocol integration for TagoIO Platform | 9 | Claude Code, Codex, OpenCode | 2 | 3,456 tok |
| gianlucamazza/mcp_python_toolbox Local stdio MCP server for Python workspaces: file tools, lint/format, venv/pip, and unsan | 9 | Claude Code | 1 | 253 tok |
| gabcoyne/airflow-unfactor gabcoyne.github.io MCP server for LLM-assisted conversion of Apache Airflow DAGs to Prefect flows | 9 | Claude Code | 1 | 1,029 tok |
| AI45Lab/SentrySkills LLM-native skill package that teaches agents to protect themselves | 9 | Claude Code | 1 | 11 tok |
| grafana/grafana-ui-mcp-server An mcp server to allow LLMS gain context about grafana-ui component structure, usage and | 9 | Claude Code | 1 | 34 tok |
| bacoco/prompt-plus-plus-mcp | 9 | Claude Code | 1 | 1,910 tok |
| blindpaylabs/blindpay-mcp blindpay.com Official BlindPay MCP server: stablecoin payouts, payins, quotes and receivers for global | 9 | Claude Code | 1 | 3,704 tok |
| Digilac/simap-mcp npmjs.com An MCP (Model Context Protocol) server for interacting with simap.ch, Switzerland's public | 9 | Claude Code | 1 | 2,240 tok |
| Dakera-AI/dakera-mcp dakera.ai Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ ava | 9 | Claude Code | 2 | 248 tok |
| eddmann/strava-mcp MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, a | 9 | Claude Code, Codex, OpenCode | 2 | 47 tok |
| spideynolove/sequential-thinking-mcp-v2 Sequential Thinking MCP server follows First principle thinking framework | 9 | Claude Code | 1 | 700 tok |
| keithyt06/quick-dingtalk-mcp User-identity DingTalk MCP server. Wraps the official dws CLI to expose your real DingTalk | 9 | Claude Code | 1 | 1,491 tok |
| hugooc/OpenKP openkp.org Patient-directed MCP bridge between Claude and Kaiser Permanente's patient portal. | 9 | Claude Code | 1 | 3,300 tok |
| Cbrown35/20i-MCP 20i.com 🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. | 9 | Claude Code | 1 | 1,564 tok |
| Peaky8linders/specter-oss EU AI Act compliance toolkit — ontology, taxonomy, LLM-as-Judge, grounded Q&A. Python libr | 9 | Claude Code | 1 | 2,314 tok |
| pab1it0/polymarket-mcp A Model Context Protocol (MCP) server for Polymarket's Gamma Markets API. | 9 | Claude Code | 1 | 516 tok |
| Code-Hex/light-research-mcp A lightweight MCP server for LLM orchestration with DuckDuckGo/GitHub Code search and cont | 9 | Claude Code | 1 | 1,082 tok |
| ayhammouda/python-docs-mcp-server Read-only MCP server for official Python docs: local index, no API keys, exact symbol look | 9 | Claude Code, Codex, OpenCode | 2 | 1,358 tok |
| yiouli/pixie-qa Agent skill for AI agent development | 9 | Claude Code, GitHub Copilot | 2 | 7,490 tok |
| cafferychen777/gmail-mcp cafferychen777.github.io Gmail automation via a Chrome extension + Model Context Protocol (MCP). Control Gmail from | 9 | Claude Code | 1 | 3,600 tok |
| layer1labs/specsmith specsmith.readthedocs.io Lean governance for AI-assisted development: requirements tracking, test enforcement, epis | 9 | Claude Code, Codex, OpenCode | 37 | 883 tok |
| jdevalk/cocktail.glass cocktail.glass 500 cocktail recipes as an Astro site — and an agent-ready MCP server, no API key. | 9 | Claude Code | 1 | 918 tok |
| KUP-IP/the-bridge kup.solutions Native macOS menu-bar app that turns your Mac into an MCP server for Notion AI agents and | 9 | Claude Code, Codex, OpenCode | 2 | 6,847 tok |
| BjornMelin/qdrant-neo4j-crawl4ai-mcp MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intell | 9 | Claude Code | 1 | 2,613 tok |
| speakeasy-api/docs-mcp speakeasy.com Offline-first, performant MCP server for your docs | 9 | Claude Code, Codex, OpenCode | 2 | 3,134 tok |
| OpenAgentHQ/localmem-mcp openagenthq.github.io Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely | 9 | Claude Code | 1 | 1,902 tok |
| zqkra/plano Orchestrate AI coding agents that actually talk to each other — Claude Code, Codex, Gemini | 9 | Claude Code | 1 | 4,552 tok |
| hjl2004-10/Agent-Worlds Multi-Agent OS for LLM-powered NPCs — AI characters live, wander, and talk autonomously in | 9 | Claude Code, Codex, OpenCode | 2 | 7,749 tok |
| agentproto/ts agentproto.sh Open agentic runtime in TypeScript — run any coding agent in the background, check its wor | 9 | Claude Code, Codex, OpenCode | 3 | 5,250 tok |
| nirholas/ibm-x402-mcp nirholas.github.io x402 pay-per-use MCP server for IBM Granite AI — chat, code, embeddings, analysis, and tim | 9 | Claude Code, Codex, OpenCode | 2 | 364 tok |
| onurcelep/labgrid-mcp MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tool | 9 | Claude Code, Codex, OpenCode | 3 | 574 tok |
| cyanheads/openstreetmap-mcp-server npmjs.com Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. | 9 | Claude Code, Codex, OpenCode | 2 | 16,498 tok |
| lzehrung/codegraph CLI, MCP and TS library that turns source code into a map of files, symbols, references, a | 9 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,270 tok |
| david-engelmann/maidan maidan.world Agents claim. You approve. One queue for Claude Code, Codex and Cursor: one holder per tas | 9 | Claude Code, Codex, OpenCode | 2 | 7,792 tok |
| yanlingLabs/video-extract-mcp Local-first MCP server for video: download any video from almost any URL, or get a transcr | 9 | Claude Code | 1 | 5,443 tok |
| RikaiDev/yomi rikaidev.github.io Personal LINE MCP server for Claude and local AI agents. Read, reply, send images, and sea | 9 | Claude Code | 2 | — |
| itsmeduncan/commonplace itsmeduncan.com Self-hosted, privacy-tiered memory for your AI agents. | 8 | Claude Code | 1 | 2,878 tok |
| ctoth/mcp_server_code_extractor 🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract fun | 8 | Claude Code | 1 | 1,215 tok |
| TwoWells/Catenary twowells.github.io Giving AI coding agents LSP-powered code intelligence. | 8 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,552 tok |
| user-hash/Lifeblood Compiler truth in, AI context out. Open semantic glue between language intelligence and AI | 8 | Claude Code | 1 | 2,325 tok |
| UserB1ank/interactive-process-mcp Give AI Agents Interactive Terminal Capabilities[now been moved to termcp] | 8 | Claude Code | 1 | 597 tok |
| uburuntu/vas3k-mcp vas3k-mcp.rmbk.me Plug vas3k.club into your AI — search members, cite posts, pull links right in chat. Remot | 8 | Claude Code | 1 | 2,525 tok |
| whitesmell/karpathy-skills Behavioral guidelines to reduce common LLM coding mistakes — Think Before ▎ Coding, Simp | 8 | Claude Code | 1 | 9 tok |
| elhamid/llm-council LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, an | 8 | Claude Code, Codex, OpenCode | 2 | 2,683 tok |
| druce/MCP Experiments with Model Context Protocol | 8 | Claude Code | 1 | 1,412 tok |
| Vvlladd/AppStoreConnectMCP | 8 | Claude Code, Codex, OpenCode | 4 | 1,552 tok |
| mehmetbaykar/swift-poe-search-mcp A Swift MCP (Model Context Protocol) server providing AI-powered search and research tools | 8 | Claude Code | 1 | 1,069 tok |
| fkesheh/mcp-agent-server An innovative Model Context Protocol hub that seamlessly connects your client with intelli | 8 | Claude Code | 1 | 248 tok |
| DorukYelken/Model-Database-Protocol Model Database Protocol — intent-based, secure database access for LLMs with schema valida | 8 | Claude Code | 1 | 1,564 tok |