How real projects configure their agents

1,769 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
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 —
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 —
erpipe-org/erpipe erpipe.com ERPipe — open-core TypeScript MCP for Odoo. Hosted product: https://erpipe.com — MCP: http 0 Codex, Cursor, OpenCode 2 210 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 2,019 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
vandien284/mcp-server 0 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 10,581 tok
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 —
sandraschi/benny-the-dog-mcp Benny the dog health and care monitor - water bowls, movement, loneliness detection, sausa 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,778 tok
mrsuber/davinci-resolve-mcp 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 5,925 tok
msgtorahul-art/context-skeleton contextskeleton.com Zero-dependency structural code folding CLI, MCP server & LLM token optimizer 0 Claude Code, Cursor 2 242 tok
jacobragsdale/skill-mcp Serve any compatible Agent Skills folder over MCP v2 0 Codex, Cursor 1 —
josemurilors/ABNT-MCP Ferramenta de assistência para TCCs brasileiros: busca de artigos, gestão de citações, val 0 Cursor 1 1,112 tok
masaki-kato-119/markdown-hierarchical-memory A sales-oriented Markdown-based memory MCP server designed for LLM agents (such as Claude 0 Claude Code, Cursor 2 —
tkalejandro/drag-race-mcp An unofficial MCP server providing structured Drag Race knowledge for AI assistants. 0 Cursor 3 —
usmanzia7864561/mcp-github-server 0 GitHub Copilot, Cursor 2 241 tok
ahmad009/IDA-MCP 0 Cursor 1 —
asepsafrudin/multiple-mcp-server-by-kimi 0 Claude Code, Codex, Cursor 2 420 tok
RanjithKumarSeekolu/dejank npmjs.com MCP server that gives your AI coding agent hands-on access to a running React Native app — 0 Cursor 1 —
bot-qianjinyan/my-mcp-user 0 Cursor 1 —
trankhanh040147/chatgpt-mcp Cursor ↔ ChatGPT MCP handoff 0 Claude Code, Codex, Cursor, OpenCode 10 1,566 tok
bot-qianjinyan/mcp-servers 0 Cursor 1 —
Service-Ai-LLC/todoist-ai Independent Git copy of Service-AI-HQ/todoist-ai — A set of tools to connect to AI agents, 0 Claude Code, Cursor 2 223 tok
Ngoctrong102/lucad Agent-assisted CAD engineering: deterministic engine, MCP adapter, CadQuery/FreeCAD backen 0 Cursor 14 —
zaynabed/bfxr-mcp MCP server and local web app that generate game sound effects with the Bfxr synth engine. 0 Codex, Cursor, OpenCode 2 90 tok