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 docs2,297Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| lijiatuk/dstools DeepSeek-V4 MCP toolkit: image understanding + deep research capabilities for DeepSeek mod | 1 | Claude Code | 1 | 1,053 tok |
| JeetuSK0808/maryslab maryslab-nu.vercel.app Mary's Lab — a computational color science laboratory: 32 MCP tools, dual C++/TypeScript e | 1 | Claude Code | 1 | 1,158 tok |
| aarohim24/Scavenge Deterministic web-evidence engine: trace one field across raw HTML, structured data, embed | 1 | Claude Code | 1 | 1,016 tok |
| bigg01/aipod aipod.guggenbuehl.net One binary, two modes: an 🐍MCP server that exercises every MCP feature, or a 🐍pydantic-a | 1 | Claude Code | 1 | 2,418 tok |
| theYahia/delovye-linii-mcp npmjs.com MCP server for Delovye Linii — freight delivery, tariff calculation (Russia) | 0 | Claude Code | 3 | — |
| dziuba0x/flario MCP server for Flare Network: FTSO price feeds, FDC cross-chain attestations, FAssets stat | 0 | Claude Code | 1 | 2,136 tok |
| automatizatodo/capforge capforge.dev MCP server that makes AI agents get SAP CAP/CDS and UI5 right: modern scaffolding + a real | 0 | Claude Code | 1 | 629 tok |
| ulinycoin/shadow-tg MCP server for public Telegram channels via t.me web preview — no MTProto, no api_id | 0 | Claude Code | 1 | 585 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 |
| 1308495420-dotcom/MCP-RAG | 0 | Claude Code, Codex | 9 | — |
| allisonbit/tradingview-mcp AI-assisted TradingView Desktop automation via MCP + Chrome DevTools Protocol: 78 MCP tool | 0 | Claude Code | 1 | 1,873 tok |
| kemosabe102/towerwatch-ops-agent An agent layer over TowerWatch network monitoring: instrumented MCP server with defined SL | 0 | Claude Code | 1 | 1,655 tok |
| Adikasz/Enterprise-RAG-Knowledge-Engine plansmart.live Enterprise-grade RAG and Agentic Framework powering PlanSmart Agency. Features strict SSRF | 0 | Claude Code | 1 | 392 tok |
| romainsc/lore-mcp LORE — Local Offline Retrieval Engine for MCP. Semantic search over local documents via Mo | 0 | Claude Code | 1 | 10,588 tok |
| Egoushka/chronicle Personal event store over a 681k-message chat archive. Aggregates events into episodes bef | 0 | Claude Code | 1 | 3,067 tok |
| Cork-Technology/cork-cli A Cork protocol helper CLI with built-in Model Context Protocol (MCP) support, exposing pr | 0 | Claude Code | 1 | 21,954 tok |
| Jejorm/ReciboSplit recibosplit.jejorm8.workers.dev Splitwise-style app for splitting group expenses, with OpenAI vision-based receipt extract | 0 | Claude Code | 6 | 937 tok |
| shawn1905/generation-ship shawn1905.github.io Multi-AI collaborative worldbuilding — a 1000-year future history (2025-3000+) built by ma | 0 | Claude Code, Codex, OpenCode | 2 | 1,772 tok |
| Sedation6612/glp1forum-mcp MCP server to search & read glp1forum.com (XenForo) from Claude — no API keys, system curl | 0 | Claude Code | 1 | 2,297 tok |
| theYahia/yandexgpt-mcp MCP server for YandexGPT — completions, embeddings, summarization (Russia) | 0 | Claude Code | 1 | — |
| us-all/openmetadata-mcp-server OpenMetadata MCP server — 156 tools for metadata management, lineage, semantic search, dat | 0 | Claude Code | 1 | 3,668 tok |
| slideless-ai/mcp slideless-mcp.vercel.app Slideless MCP server (Cloudflare Worker) — wraps the Slideless HTTP API as Model Context P | 0 | Claude Code | 1 | 1,852 tok |
| webweaver-nexus/webweaver-mcp-server webweaver-nexus.vercel.app MCP server exposing WebWeaver Nexus services (waitlist signup with embedded MCP App UI, pr | 0 | Claude Code | 1 | 2,587 tok |
| ynishi/outline-mcp Tree-structured session guide & checklist as an MCP server | 0 | Claude Code | 1 | 384 tok |
| LutoLabs/mytwin-mcp myaitwin.lutolearn.com A personal RAG database and semantic search engine you build from inside AI chat. Stores y | 0 | Claude Code | 1 | 755 tok |
| lj22503/invest-brain brain.mangofolio.com AI-powered investment discipline tool - MCP Server x RAG & Behavior Pattern Mining | 0 | Claude Code, Codex, OpenCode | 2 | 2,990 tok |
| MetricSpot/mcp-server mcp.metricspot.com Model Context Protocol server for MetricSpot. Exposes SEO and AI-readability audits to AI | 0 | Claude Code | 1 | 613 tok |
| ScrapeUnblocker/scrapeunblocker-mcp-remote scrapeunblocker-mcp-remote.vercel.app Hosted (HTTP) MCP server for ScrapeUnblocker on Vercel - connect claude.ai with your own A | 0 | Claude Code | 1 | 340 tok |
| jasonpalmer1/wafergraph-mcp wafergraph.com Read-only remote MCP server for wafergraph.com's semiconductor and AI supply-chain dataset | 0 | Claude Code | 1 | 2,406 tok |
| forgesworn/rendezvous-mcp npmjs.com MCP server for AI-driven fair meeting point discovery | 0 | Claude Code | 1 | 538 tok |
| Bigred97/au-weather-mcp pypi.org Query Australian weather + air quality in plain English from Claude or any MCP client. 45 | 0 | Claude Code | 3 | 1,773 tok |
| marian-kamenistak/elc-toolkit engineeringleaders.io MCP server: engineering-org leadership benchmark, partnership ROI builder, and community-l | 0 | Claude Code | 1 | 791 tok |
| A1-x-Tech/mcp-yandex-merchants t.me MCP server for Yandex Products — change product prices, discounts, and visibility without | 0 | Claude Code | 1 | 2,765 tok |
| A1-x-Tech/mcp-yango-delivery t.me MCP server for Yango Delivery’s B2B Express Claims API — quote, book and track courier del | 0 | Claude Code | 1 | 2,035 tok |
| AccelByte/ags-api-mcp-server A Model Context Protocol (MCP) server that issues AccelByte Gaming Services (AGS) API requ | 0 | Claude Code | 1 | 1,262 tok |
| AceDataCloud/FaceTransformMCP acedata.cloud Face Transform MCP server — detect keypoints, beautify, age/gender transform, face swap, c | 0 | Claude Code, GitHub Copilot | 2 | 934 tok |
| AceDataCloud/LumaMCP platform.acedata.cloud MCP server for Luma AI video generation via Ace Data Cloud. | 0 | Claude Code, GitHub Copilot | 2 | 809 tok |
| FedgeNo/conventions-mcp Personal memory MCP server for coding conventions and standing instructions — local SQLite | 0 | Claude Code, Codex, OpenCode | 1 | 6,183 tok |
| HrishiKabra/voting-mcp MCP server exposing principled social-choice aggregation rules + a benchmark measuring the | 0 | Claude Code | 1 | 2,115 tok |
| Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 3,168 tok |
| Jmeg8r/mcp-astgl-knowledge MCP server for searching and citing ASTGL articles about MCP servers, local AI, and AI aut | 0 | Claude Code | 4 | 12,215 tok |
| MGM-FALCON/quelllm-mcp quelllm.fr MCP server for quelllm.fr — 250+ open-weights LLM catalog. Tools: list/compare/estimate VR | 0 | Claude Code | 1 | 289 tok |
| PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. | 0 | Claude Code, Codex, OpenCode | 6 | 248 tok |
| Richard-Ewing/servers modelcontextprotocol.io Model Context Protocol Servers | 0 | Claude Code | 1 | 953 tok |
| alyiox/mcp-docs-ask Local RAG MCP server for markdown docs. Retrieval only (no answer LLM): ask_docs returns g | 0 | Claude Code, Codex, OpenCode | 2 | 1,012 tok |
| askads/mcp-yandex-webmaster MCP server for Yandex Webmaster — indexing, search queries, sitemap, site diagnostics, and | 0 | Claude Code | 1 | 2,746 tok |
| bch1212/modelwatch modelwatch.app Continuous behavioral drift monitoring for LLM applications. | 0 | Claude Code | 1 | 2,092 tok |
| chrischall/easytable-mcp easyTable restaurant reservations for Claude — availability plus create/modify/cancel book | 0 | Claude Code | 1 | 1,107 tok |
| chessceo/chessceo-mcp chess.ceo MCP server for chess.ceo — LLM tools for player search, preparation, position stats, and l | 0 | Claude Code | 1 | 4,606 tok |
| eaisdevelopment/mcp-multi-edit Multi-Edit MCP Server for Agentic Coding. Enable multiple edits to a file in a single step | 0 | Claude Code | 1 | 998 tok |