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
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
sathish136/bricscad-mcp 0 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
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
liulinnuha/lithium-kb npmjs.com 🧠 Fast, zero-dependency structured knowledge base (.agent-kb/) with 2D neural graph visua 0 Claude Code, Cursor 2 294 tok
workast/mcp mcp-gold-xi.vercel.app Workast MCP, collaboration between human and agents 0 Cursor 1
anshrajore/atelier-mcp Atelier is an MCP server and agent skill pack that adds post-generation quality gates to v 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,967 tok
IsoCodeCrafter/PCP Standardize Context, Not Intelligence. An open protocol and MCP server for preserving proj 0 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,290 tok
IP-DZ/universal-change-review Local, read-only Git change review for Codex, Claude Code, Cursor, and MCP clients 0 Claude Code, Cursor 1
krishngohel/local-browser Echo — local Chrome-compatible browser with MCP for any AI client 0 Cursor 1
naubergois/FileAgent FTP para agentes: arquivos por hash, painel admin e MCP 0 Cursor 2
paulocesaaars/nix Servidor MCP que expõe um vault do Obsidian 0 Claude Code, Codex, Cursor, OpenCode 2 1,226 tok
R-HUA/coding-mcp 0 Claude Code, Codex, Cursor, OpenCode 10 2,260 tok
ai-code-co/Claude_MCP_Lumenco 0 Cursor 1
Kenyi001/oraculo-radiohead casandra-two.vercel.app Market Oracle MCP for Aleph Hackathon 2026 — real market state for AI agents 0 Claude Code, Cursor 41
sagar25-Code-it/ps3d-cad-studio ps3d-cad-studio.vercel.app Independent browser CAD research workbench with secure model-neutral MCP access. 0 Cursor 5 883 tok
TuanLdv/mcp-openapi-server-demo mcp-openapi-server-demo 0 Claude Code, Codex, Cursor, OpenCode 8 2,074 tok
do345/Tanium-Gateway-MCP 0 Cursor 1
resign13/GPT-Tools-MCP 0 Claude Code, Codex, Cursor, OpenCode 10 2,858 tok
cody1991/openfolio-ro-mcp OpenFolio read-only MCP (stdio npx + docs for hosted /mcp). No app source. 0 Cursor 1
samisouabni/exoscale-mcp An MCP (Model Context Protocol) server that enables AI assistants to manage [Exoscale](htt 0 GitHub Copilot, Cursor 2 381 tok
xbhog/namebeta-mcp Cursor MCP and skill: look up NameBeta domain suffixes and check whether registered domain 0 Cursor 1
Nitish2620/shadcn-mcp-app 0 Cursor 1 167 tok
dimitrov-d/solana-forum-summarizer-mcp 0 Cursor 1 1,025 tok
guedes-joaofelipe/telegra-me MCP Server for private Telegram message 0 Claude Code, Codex, Cursor, OpenCode 13 2,098 tok
objectlens/mcp-server 0 Cursor, Gemini CLI 2 4 tok
huuthangntk/claude-vision-mcp-server MCP Server with Claude Vision and multi-perspective image analysis capabilities 0 Cursor 1 541 tok
Immersive-commons/ic-skills immersivecommons.com Agent skills, SDKs, and integration docs for Immersive Commons (immersivecommons.com) - Fl 0 Claude Code, Codex, Cursor, OpenCode 3 2,764 tok
forgesworn/402-mcp 402.pub 402 client MCP - AI agents discover, pay for, and consume L402 + x402 APIs 0 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,127 tok
CSOAI-ORG/agent-negotiation-mcp Multi-agent negotiation framework. Propose deals, evaluate offers, run auctions, and optim 0 Cursor 1 78 tok
CSOAI-ORG/basel-ai-overlay-mcp meok.ai Basel III + SR 11-7 + ECB TRIM AI/ML model risk MCP for banks. MIT 0 Cursor 1 189 tok
CSOAI-ORG/care-home-cqc-mcp UK CQC Single Assessment Framework compliance MCP. KLOEs + NICE NG5 + DSPT. 0 Cursor 1 178 tok
CSOAI-ORG/cli-builder-ai-mcp meok.ai Cli Builder MCP — automation tooling for cli builder. MIT. 0 Cursor 1 75 tok
CSOAI-ORG/compression-ai-mcp meok.ai MEOK AI Labs MCP Server 0 Cursor 1 69 tok
CSOAI-ORG/construction-iso-19650-mcp meok.ai UK BIM Level 2 (ISO 19650) compliance MCP. EIR, BEP, MIDP, CDE validation. MIT 0 Cursor 1 190 tok
CSOAI-ORG/crypto-tracker-ai-mcp meok.ai Track cryptocurrency prices, compare assets, and manage portfolios. By MEOK AI Labs. 0 Cursor 1 78 tok
CSOAI-ORG/data-science-ai-mcp meok.ai ML/Data Science toolkit: feature importance ranking, model comparison, dataset profiling, 0 Cursor 1 83 tok