How real projects configure their agents

43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751

All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87

Project Stars Configures Files Always loaded
RhombusSystems/rhombus-node-mcp developer.rhombus.com An MCP server implementation that integrates the Rhombus API to provide Chatbot tools. 0 Codex, OpenCode 1 767 tok
flrngel/fuzzy-memory-mcp enhanced memory mcp from official code (fuzzy search, etc) 0 Claude Code 1 423 tok
gcoombe/strava-mcp MCP for strava data 0 Claude Code, GitHub Copilot, Cursor 3 4,469 tok
akiani/mock-epic-mcp 0 Claude Code 1 649 tok
darbotlabs/Darbot-Deepmind-MCP Deepmind thinking MCP tool, inspired by Anthropic's sequential thinking MCP 0 GitHub Copilot 1 1,370 tok
yone-k/mcp-base Base project for creating your own MCP server 0 Claude Code 1 1,737 tok
ryan-rbw/kepler-mcp-gitlab-server GitLab MCP Server - Provides GitLab integration tools for Model Context Protocol 0 Claude Code 1 878 tok
oagrawal/Arbor_MCP 0 Cursor 1 647 tok
Anirbandz/Chrome_MCP_DEVTOOL 0 GitHub Copilot 1 1,139 tok
whaleen/cntx npmjs.com File context management tool with web UI and MCP server for AI development workflows - bun 0 Cursor 1 1,058 tok
t09tanaka/ts-rename-helper-mcp An MCP server that provides TypeScript symbol renaming and file/directory moves for coding 0 Claude Code 1 351 tok
rach/instruction Mcp server to pull instruction 0 Claude Code 1 360 tok
t3rm1nu55/ClaudeImagine Visual UI builder powered by Claude AI using MCP (Model Context Protocol) 0 Claude Code 3 —
letsgomaslow/think think.maslow.ai Think MCP 0 Claude Code 6 —
eddykuhan/postgres-mcp 0 GitHub Copilot 1 938 tok
hablapro/mcp-gsc MCP server for Google Search Console - enables SEO analysis through AI assistants (Claude, 0 Claude Code 1 1,474 tok
tomatitito/code-walkthrough-mcp 0 Codex, OpenCode 1 2,524 tok
robhicks/browser-mcp-bridge A comprehensive browser extension and MCP server solution that bridges browser content, de 0 Claude Code 1 1,684 tok
Bathinanna/CodePilot_MCP 0 GitHub Copilot 1 726 tok
ZeaoZhang/database-mcp 0 Claude Code, Codex, OpenCode 5 4,760 tok
TheOutcastVirus/obsidian-knowledge-mcp 0 Claude Code 1 160 tok
vishnujayvel/splitwise-mcp MCP server for Splitwise expense management with atomic duplicate prevention 0 Claude Code 1 614 tok
dahlia/clipboard-mcp An MCP server that provides tools for reading and writing system clipboard data. Works on 0 Claude Code, Codex, OpenCode 2 1,035 tok
AlanTaranti/tarantella-mcps 0 Claude Code 1 1,171 tok
geon0078/senior-life-care-mcp senior-life-care-mcp 0 Claude Code 46 —
slzatz/vimango_mcp 0 Claude Code 1 1,571 tok
katsuhirohonda/jira-confluence-mcp 0 Claude Code 1 638 tok
krutikkkkkkkkk/shadcn-mcp-server 0 GitHub Copilot 1 165 tok
j0hanz/todokit-mcp-server 0 Codex, OpenCode 1 3,021 tok
jeswin/mcpfs Quick port of modelcontextprotocol/server-filesystem to http streaming 0 Claude Code 1 960 tok
QAStudio-Dev/mcp-server qastudio.dev MCP server for QAStudio 0 Claude Code 1 3,680 tok
chrisgreenx-ctrl/serena oraios.github.io A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP 0 Claude Code 1 1,111 tok
Joseph19820124/aws-doc-sse AWS Documentation MCP Server with SSE (Server-Sent Events) support 0 Claude Code 1 712 tok
codester1000/raindrop-mcp 0 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,439 tok
jojodiaz/mcp-local-context mcp server playground 0 Claude Code 1 —
hillaryTse/hn-mcp-server MCP Server for HackerNews using Algolia HackerNews API 0 GitHub Copilot 1 250 tok
b9b4ymiN/myMCPserver Comprehensive Model Context Protocol (MCP) server for professional stock valuation and fin 0 Claude Code 1 —
okoshi-f/random-value-mcp-server 0 Claude Code 1 508 tok
pbuda/openzeppelin-docs-mcp 0 Claude Code 1 1,224 tok
matty-v/google-drive-mcp 0 Claude Code 4 648 tok
sysam68/plantuml-mcp-server 0 Claude Code 1 729 tok
Unson-LLC/freee-mcp freee MCP Server - Claude integration with freee accounting API 0 Claude Code 1 —
hakeemrabiuDFW/Quickbooks-MCP-Martinez QB MCP 0 Claude Code 2 1,472 tok
masseater/scrapbox-mcp 0 Claude Code, Codex, OpenCode 4 1,100 tok
erkamkavak/svg-maker-mcp Simple mcp server that can validate, render, optimize, save and convert svg codes. 0 Codex, OpenCode 1 3,841 tok
evolsb/fast-intercom-mcp High-performance MCP server for Intercom conversation analytics - 100x faster queries 0 Claude Code 1 18 tok
jordyvandomselaar/exa-mcp-server Exa MCP for web search and web crawling! 0 Codex, OpenCode 1 333 tok
JaviEzpeleta/gmail-mcp-server 🔐 Secure Gmail MCP Server for AI Assistants - TypeScript-powered Gmail integration with d 0 Claude Code 1 2,368 tok
winsthuang/home-controller Smart home automation via MCP servers: Miele, LG ThinQ, HUUM Sauna, Phyn Water Monitor, A. 0 Claude Code 29 6,847 tok
elena-kuznetsova-wh/warehouse-athena-mcp 0 Claude Code 1 1,790 tok