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 |
|---|---|---|---|---|
| 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 | 1,951 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 | 3,945 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 |
| 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 | 872 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 the Yango Delivery B2B Express (Claims) API: quote, book and track courier | 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/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 | 6,372 tok |
| HrishiKabra/voting-mcp MCP server exposing principled social-choice aggregation rules + a benchmark measuring the | 0 | Claude Code | 1 | 2,115 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 | 5,182 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 | 1,127 tok |
| bch1212/modelwatch modelwatch.app Continuous behavioral drift monitoring for LLM applications. | 0 | Claude Code | 1 | 2,221 tok |
| chrischall/easytable-mcp easyTable restaurant reservations for Claude — availability plus create/modify/cancel book | 0 | Claude Code | 1 | 1,323 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 |
| fieldcure/fieldcure-mcp-rag nuget.org RAG MCP server with SQLite FTS5 trigram + vector hybrid search (RRF). Features IChunkConte | 0 | Claude Code | 1 | 2,834 tok |
| genudo-ai/genudo_mcp genudo.ai A lightweight bridge that connects Claude Code to Genudo's Model Context Protocol (MCP) se | 0 | Claude Code, Codex, OpenCode | 2 | 341 tok |
| gtkcyber/compact_prompt gtkcyber.com A Python Module Which Compacts LLM Prompts | 0 | Claude Code | 1 | 2,476 tok |
| gurvinder-dhillon/powerbi-mcp MCP to interact with PowerBI REST APIs, run DAX Queries | 0 | Claude Code | 8 | 815 tok |
| cortland-suite/cortland Governed AI tools for Apple Mail, Reminders, Notes, Calendar. Dry-run by default, human-ga | 0 | Claude Code | 1 | 828 tok |
| kimsb2429/internal-knowledge-base Research, evidence analysis, and build plan for a production RAG pipeline with MCP server | 0 | Claude Code | 1 | 821 tok |
| malkreide/bag-health-mcp MCP server for Swiss Federal Office of Public Health (BAG) — infectious disease surveillan | 0 | Claude Code | 3 | 4,318 tok |
| malkreide/meteoswiss-mcp MCP Server for Swiss weather & climate data – MeteoSwiss SwissMetNet, ICON forecasts, scho | 0 | Claude Code | 3 | 4,892 tok |
| malkreide/news-monitor-mcp MCP server for global news monitoring, sentiment analysis and media briefings via WorldNew | 0 | Claude Code | 3 | 4,690 tok |
| malkreide/register-mcp MCP server for Swiss commercial register (Zefix/Handelsregister) — company verification, U | 0 | Claude Code | 3 | 6,576 tok |
| malkreide/swiss-ip-mcp MCP server for Swiss intellectual property data – trademarks, patents, SPC/ESZ via the IGE | 0 | Claude Code | 3 | 8,440 tok |
| malkreide/swiss-procurement-mcp MCP server for the simap.ch Swiss public procurement API — all cantons, read-only | 0 | Claude Code | 3 | 6,029 tok |
| marian-kamenistak/elc-conference-mcp-tickets elc-conference.io MCP server for ELC Conference 2027, the engineering leadership conference in Prague: ticke | 0 | Claude Code | 1 | 1,183 tok |
| malkreide/amtsblatt-mcp MCP server for Swiss official gazettes (SHAB + cantonal) — procurement and notices, no per | 0 | Claude Code | 3 | 5,468 tok |
| mattlong-plux/hostaway-mcp | 0 | Claude Code | 1 | 2,287 tok |
| maryadawson-code/integritypulse openclaw-finops.marywomack.workers.dev Revenue-gated MCP server for AI cloud cost forecasting. Stop your agents from hallucinatin | 0 | Claude Code | 1 | 515 tok |
| mcurmi05/vdiff npmjs.com Breaking-change diffs for npm packages, served over REST and MCP, so coding agents stop wr | 0 | Claude Code | 1 | 938 tok |
| Paul-Bonneville-Labs/neemee-mcp Model Context Protocol server for Neemee personal knowledge management system | 0 | Claude Code | 1 | 804 tok |
| nulljosh/sidewise sidewise.jaybulb.com Reads 16 feeds across the political spectrum and flags stories only one side is covering. | 0 | Claude Code, Codex, OpenCode | 2 | 1,122 tok |
| r3tr0eth/emap-labs emap/labs — infraestructura de inteligencia geográfica: datasets, evals y RAG geoespacial | 0 | Claude Code | 1 | 958 tok |
| romainsantoli-web/mcp-openclaw | 0 | Claude Code | 1 | 1,474 tok |
| Cvartel/Face-Recognition-MCP-Server The face recognition MCP server for AI-native development | 0 | Claude Code | 1 | 3,588 tok |