3,584 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 |
|---|---|---|---|---|
| trsdn/github-copilot-agent Blueprint repo to build Copilot instruction prompts and custom agents using GitHub Copilot | 3 | GitHub Copilot | 1 | 590 tok |
| nagelflorian/trainingpeaks-mcp-server An MCP (Model Context Protocol) server that connects Claude (or any MCP-compatible AI) to | 3 | Claude Code | 1 | 5,961 tok |
| ThreeFish-AI/negentropy-perceives The Perception Engine for AI Agents. Distilling web pages and PDFs into clean Markdown nec | 3 | Claude Code, Codex, OpenCode | 2 | 2,299 tok |
| jarmentor/codebase-contextifier-9000 MCP server for semantic code search with AST-aware chunking, incremental indexing, and rea | 3 | Claude Code | 1 | 3,799 tok |
| albertrim/aladin-mcp An MCP (Model Context Protocol) server for the Aladin OpenAPI, built with Node.js and Type | 3 | Claude Code | 1 | 885 tok |
| Prgebish/mcp-telegram MCP server for Telegram — connect Claude to your real Telegram account via User API (MTPro | 3 | Claude Code | 1 | 245 tok |
| pm990320/ultimate-playwright-mcp npmjs.com Multi-agent Playwright MCP server with tab group isolation — multiple AI agents share one | 3 | Codex, OpenCode | 1 | 333 tok |
| coeusyk/personal-notes-assistant A RAG server for your Obsidian vault. | 3 | Claude Code | 1 | 900 tok |
| MCPmed/allenbrain-mcp A comprehensive Model Context Protocol (MCP) server for querying the Allen Institute for B | 3 | Claude Code | 1 | 594 tok |
| Saperly/saperly-mcp MCP server for Saperly — give any AI agent a phone number | 3 | Codex, OpenCode | 1 | 2,467 tok |
| ham-zax/satori satori.hamza.my.id Free, open-source semantic code search for coding agents. Ask where behavior lives in plai | 3 | Codex, OpenCode | 1 | 2,140 tok |
| williamzujkowski/mcp-standards-server williamzujkowski.github.io A comprehensive Model Context Protocol (MCP) server that provides intelligent NIST 800-53r | 3 | Claude Code | 1 | 2,985 tok |
| mattmre/EVOKORE-MCP-PUBLIC EVOKORE-MCP — a multi-server Model Context Protocol aggregator with skill discovery, HITL | 3 | Claude Code | 7 | — |
| AiAgentKarl/aviation-mcp-server MCP server for aviation data — Live flight tracking, airport weather, airline info | 3 | Claude Code | 1 | 273 tok |
| jvanmelckebeke/mcp-synaptic Memory-enhanced MCP server with local RAG database and expiring memory capabilities | 3 | Claude Code | 1 | 5,659 tok |
| longevitycoach/bloodtest-mcp-server A comprehensive health coaching system that combines blood test analysis with evidence-bas | 3 | Claude Code | 1 | 1,056 tok |
| johnneerdael/google-mailpilot johnneerdael.github.io A Gmail IMAP/SMTP Client for AI Agents with Calendar Integration | 3 | Codex, OpenCode | 1 | 4,322 tok |
| harmonicabot/harmonica-mcp MCP for AI agents that use Harmonica — create, query, and analyze your collective dialogue | 3 | Claude Code | 1 | 3,004 tok |
| willorn/mcp-yashan An MCP (Model Context Protocol) server for connecting to YashanDB, enabling AI assistants | 3 | Codex, OpenCode | 1 | 535 tok |
| mohamedelamraoui1/mcp-shell-server-example A beginner-friendly example MCP server built with the official Python SDK. Demonstrates ex | 3 | Claude Code | 1 | — |
| skyphusion-labs/search-mcp Cloudflare AI Search toolkit: MCP server, streaming /ask Worker, docs widget, and git-to-R | 3 | Claude Code | 1 | 1,227 tok |
| franciscpd/mcp-server-gmail MCP server for Gmail — read, search, send, reply, forward emails and manage labels using j | 3 | Claude Code | 1 | 800 tok |
| 1235ggb/deepseek-eyes Give DeepSeek eyes — use MCP to enable visionless DeepSeek to recognize images, compatible | 3 | Claude Code | 1 | 740 tok |
| cyanheads/worldbank-mcp-server npmjs.com Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MC | 3 | Claude Code, Codex, OpenCode | 2 | 16,312 tok |
| cyanheads/wikidata-mcp-server npmjs.com Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifie | 3 | Claude Code, Codex, OpenCode | 2 | 14,638 tok |
| craigjmidwinter/mail-muncher craigjmidwinter.github.io An email client for AI agents. Filtered, read-only Gmail delivered to disk as .eml + markd | 3 | Claude Code, Codex, OpenCode | 2 | 1,325 tok |
| catalyst-cooperative/agent-skills Coding agent skills designed to help users work with PUDL data and the PUDL data processin | 3 | Claude Code, Codex, OpenCode | 2 | 3,628 tok |
| maybeswapnil/enterprise-mcp Enterprise-grade Model Context Protocol (MCP) server with ServiceNow integration and healt | 3 | GitHub Copilot | 1 | 216 tok |
| dhannusch/smart-web-crawler-mcp A Model Context Protocol (MCP) server built on Cloudflare Workers that provides intelligen | 3 | Claude Code | 1 | 961 tok |
| Quinncuatro/jane-mcp-server Jane is a Model Context Protocol (MCP) server that provides a knowledge management system | 3 | Claude Code | 1 | 1,202 tok |
| azerv1/thimiko Chat history search for your llm | 3 | Claude Code | 1 | 945 tok |
| issmirnov/ynab-mcp-server mcpforynab.smirnovlabs.com Model Context Protocol for YNAB (you need a budget) | 3 | Claude Code | 1 | 2,467 tok |
| ameyxd/petromcp Local-first MCP server for petroleum data. Read LAS well logs from Claude, behind a defaul | 3 | Claude Code | 1 | 2,308 tok |
| ertad-family/liquid AI discovers APIs. Code syncs data. No adapters to write. | 3 | Claude Code | 1 | 334 tok |
| genecell/preprint-fulltext Retrieve full text of bioRxiv, medRxiv & arXiv preprints as structured sections — to groun | 3 | Codex, GitHub Copilot, OpenCode | 2 | 2,962 tok |
| huseyinstif/klaket Turn any video into LLM-ready data - transcripts, speaker labels, scenes, subtitles and on | 3 | Claude Code | 1 | 1,219 tok |
| typesensekit/typesensekit typesensekit.vercel.app 95 typed Typesense operations for humans and AI agents—one CLI and MCP server, read-only b | 3 | Claude Code, Codex, OpenCode | 2 | 84 tok |
| theYahia/voximplant-mcp npmjs.com MCP server for Voximplant — cloud telephony, call history, SMS (Russia). Part of WWmcp — 4 | 3 | Claude Code | 1 | — |
| trycoin-ai/agentrisk Risk guardrails for AI trading agents. Your agent proposes a trade; your policy decides. | 3 | Codex, OpenCode | 1 | 710 tok |
| thoreinstein/obsidian-rag A Claude Code plugin for interfacing with an Obsidian vault with local first RAG capabilit | 3 | Claude Code | 1 | 677 tok |
| yuyou-dev/Ikea-model-collector Codex-first Agent Skill for verified, local-only IKEA GLB research collections; no IKEA mo | 3 | Codex, OpenCode | 1 | 333 tok |
| download4you/n2-fieldops Dual-runtime Agent Skills for Claude Code, Codex GPT, CC Switch, and authorized CTF workfl | 3 | Claude Code, Codex, OpenCode | 2 | 5,152 tok |
| TIanle-art/agent-vision-skill Enables large language models without vision capabilities, such as DeepSeek V4, to underst | 3 | Codex, OpenCode | 1 | 1,852 tok |
| r0shi/harborclerk An MCP server that lets AI agents query your document archive instead of uploading it — wi | 3 | Claude Code, Codex, OpenCode | 10 | 2,560 tok |
| mattias242/protonmail-mcp-server MCP server for ProtonMail Bridge — lets Claude read, search and send email via local Bridg | 3 | Claude Code | 1 | 7,661 tok |
| karbassi/slack-mcp MCP server exposing 193 Slack Web API methods as tools for AI agents | 3 | Claude Code | 2 | 726 tok |
| innomon/yzma-duckdb-rag A Retrieval-Augmented Generation (RAG) system implemented in Go | 3 | Claude Code, Codex | 1 | — |
| Sagargupta16/bedrock-multi-model-mcp MCP server for AWS Bedrock - text, image, video, and embeddings across Claude, Llama, Mist | 3 | Claude Code | 1 | 2,442 tok |
| AstyanM/mcp-data-science MCP server that gives an LLM 48 tools to perform complete CSV data cleaning and preprocess | 3 | Claude Code | 1 | 1,226 tok |
| Asara-Technologies/prism-mcp asaratechnologies.com Direct AI access to the Unreal Engine editor. PrismMCP is a Model Context Protocol (MCP) p | 3 | Claude Code | 1 | 932 tok |