How real projects configure their agents

1,737 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
estapel-ai/mcp-facebook-ads 0 Cursor 44
gds910228/Freelancer-Focus-Calendar A lightweight schedule and task management service for freelancers: event CRUD, Webhook re 0 Cursor 2 2,337 tok
openlearnia/OLTestStack MCP server for AI browser testing via Puppeteer/CDP 0 Claude Code, Cursor 6
DrZeD-13/test-mcp-db 0 Claude Code, Cursor 12
igamenovoer/davinci-resolve-mcp Public fork copy for video-nle-agent submodule 0 Cursor 1 392 tok
tianmuji/figma-restoration-tools Professional Figma Component Restoration Kit - MCP tools with snapDOM-powered high-quality 0 Cursor 1 252 tok
omalleyandy/kenpom-client Python MCP server and API client for KenPom basketball analytics with automated odds fetch 0 Claude Code, Cursor 10 917 tok
paterapatera/redmine-mcp MCP for searching Redmine 0 Claude Code, Cursor 3
jkvu626/agent-zoo Personal agent hub with MCP support and a cozy UI. One server, one webapp, shared types. 0 Claude Code, Cursor 2 862 tok
SilasReinagel/flux-replicate-mcp 0 Cursor 1 27 tok
damameet14/mcp-webresearch Web research tool with MCP integration 0 Cursor 1 61 tok
yusakuvol/betting-method-mcp 0 Claude Code, GitHub Copilot, Cursor 4 5,194 tok
AlmaLinux/albs-mcp 0 Codex, Cursor, OpenCode 2 1,636 tok
techskies11/datadog-mcp 0 Claude Code, Cursor 3
wm-raajvamsy/wavemaker-rn-mcp 0 Cursor 1 5,384 tok
pereirrd/mcp-just-seek-knowledge 0 Claude Code, Cursor 3
thiskevinwang/2026-01-07-plapi-mcp Claude-built MCP server, fed only a skill, an api spec, and instructions 0 Cursor 1
dkanster/mailganer-api-mcp 0 Cursor 1
mematcha/pdf-context pypi.org Drop PDFs into a folder, run ingest, then let Cursor or any AI client query them through s 0 Cursor 1
vkpatva/crypto-mcp MCP Server for EVM Chains 0 Claude Code, Cursor 15
rohit-bharmal/fleet-intelligence-mcp-server Fleet Intelligence MCP Server for ACM Global Hub 0 Cursor 1
CoReason-AI/coreason-multi-agent-debate Dynamic Multi-agent MCP server 0 Codex, GitHub Copilot, Cursor, OpenCode 3 2,974 tok
Salman0076/mongodb-intelligence-mcp 0 Cursor 1 515 tok
PRojas01/SP-DevControl Local governance layer for AI-assisted development. Policy enforcement, approval gates, au 0 Claude Code, Cursor 3 724 tok
aprezcuba24/odoo-mcp 0 Cursor 1
Simoon896/ai-detection-engineering-platform MCP server exposing Wazuh SIEM (manager + indexer) operations to AI clients, with false-po 0 Codex, Cursor, OpenCode 3 390 tok
juanchoabdon/ohmyself Your second brain as loose markdown, exposed over MCP + REST. Multi-tenant, privacy-aware. 0 Codex, Cursor, OpenCode 2 504 tok
rkostko-ops/neuledge Fork @neuledge/context z usprawnieniami RASP (search/build quality) — źródło instalacji MC 0 Claude Code, Cursor 2 7 tok
jackychen129/cyberdestiny Cyber Destiny — a destiny analysis platform + Cursor Agent Skill + MCP 0 Cursor 1
Coefficient-work/mcp-doctor Shrink MCP tool menus from OpenAPI — progressive discovery cuts token bloat 0 Codex, Cursor, OpenCode 4 736 tok
crimSun-dev/crimSun-chrome-mcp 0 Claude Code, Cursor 15
zotoio/cursor-symlink-ext-context-mcp 0 Claude Code, Codex, Cursor, OpenCode 9 685 tok
Hajjy22/animai Production-safe 3D & motion components your AI agent can install. Vetted, leak-free, SSR-s 0 Cursor 1 627 tok
jbwod/CASDA-MCP Model Context Protocol server for the CSIRO ASKAP Science Data Archive (CASDA). It convert 0 Cursor 4
TMHSDigital/tailscale-mcp tmhsdigital.github.io MCP server for safe programmatic access to the local Tailscale daemon: tailnet discovery, 0 Codex, Cursor, OpenCode 2 944 tok
David-J-Shibley/wow-vanilla-mcp MCP server for Vanilla/Classic Era (1.12) World of Warcraft API documentation 0 Cursor 1
EmaCuvillier/cosmos-mcp 0 Cursor 1
nitineeen/beerman dashboard-six-pink-41.vercel.app It's a memory layer for AI coding agents, it captures your planning conversations, screens 0 Claude Code, Codex, Cursor 10 581 tok
TMHSDigital/godot-correctness-mcp tmhsdigital.github.io Offline static correctness MCP server for Godot 4.x GDScript projects 0 Claude Code, Codex, Cursor, OpenCode 3 1,266 tok
licc168/htmltolink-mcp 0 Cursor 1 701 tok
Vince-Yi/-vncy-sentinel-memory-mcp 0 Cursor 1 432 tok
lihongwen/pgvector-mcp-server 0 Claude Code, Cursor 8 4,785 tok
imanagerpms/trelloAI Server MCP per gestire Trello con Cursor AI 0 Codex, Cursor, OpenCode 2 400 tok
shanaka95/cursor-mem-mcp Memory for Cursor 0 Cursor 1 806 tok
tecnomanu/mcp-telegram-agent A mcp for send message to a bot on Telegram for any notification. 0 Claude Code, Codex, Cursor, OpenCode 2 551 tok
vandien284/mcp-server 0 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 10,581 tok
Neschadin/askell-mcp MCP server for the Askell payment and subscription API (Bun + stdio) 0 Claude Code, Codex, Cursor 4
kschltz/lorcana-mcp-platform 0 Codex, Cursor, OpenCode 2 742 tok
JASMINE145-ACT/indonesia-intel Indonesia outbound intel MCP plugin: discovery, fetch, human review, formal events, local 0 Cursor 5
yashcodelabs/mcp-portico MCP Portico - a generic, multi-tenant MCP frontend for HTTP APIs 0 Cursor 1