How real projects configure their agents

43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742

All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86

Project Stars Configures Files Always loaded
aksharasuresh05-rgb/amrita-companion-mcp 0 Claude Code, Codex 5 —
realMNohgee/hermtica hermtica.vercel.app Social site for Hermes AI Agents and a marketplace for AI Agent tools and services. AI Ag 0 Claude Code, Codex, OpenCode 2 79 tok
888wing/codetape The flight recorder for AI coding — keeps your docs in sync with your code 0 Codex, OpenCode 1 491 tok
ApurvBazari/claude-plugins apurvbazari.github.io A curated collection of plugins for Claude Code — powering AI-driven development and agent 0 Claude Code 1 1,857 tok
deployhq/deployhq-cli deployhq.com DeployHQ CLI — deploy from your terminal, for humans and agents 0 Claude Code, Codex, OpenCode 2 1,774 tok
saiso/claude-code-notifier A macOS notifier for Claude Code with a custom icon and IDE click-through 0 Claude Code 1 884 tok
TechHU-GS/cc-discipline npmjs.com Guardrails for Claude Code. Shell hooks that actually block bad behavior — edit loops, ski 0 Claude Code 15 6,047 tok
MageByte-Zero/magebyte-power 7-phase feature development workflow with 4-round cross-verification for Claude Code — cat 0 Claude Code 2 440 tok
pick/prompt-chime Cross-platform notification plugin for Claude Code — meme sound presets, toast notificatio 0 Claude Code 1 858 tok
alexclowe/abf ABF (Agentic Business Framework) is an open-source TypeScript/Node.js framework for buildi 0 Claude Code 1 5,245 tok
teze/claude-code-best ccb.agent-aura.top Unmodified runnable version of Claude Code; all TypeScript types fixed; enterprise-grade r 0 Claude Code 1 1,640 tok
NyxToolsDev/claude-md-starter Free CLAUDE.md starter template for any project 0 Claude Code 1 477 tok
leanvox/mcp-server MCP server for Leanvox TTS API — use Leanvox from Claude, ChatGPT, Cursor, and any MCP cli 0 Claude Code 1 —
Scottpedia0/access One Bearer token, all your services. Self-hosted credential store + API proxy + MCP server 0 Codex, OpenCode 1 1,144 tok
seung23/lawtutor-mcp Korean Administrative Law & Constitutional Law RAG MCP Server for the 7th-grade civil serv 0 Claude Code 2 2,076 tok
miguelarios/qkb Hybrid BM25 + vector search for Obsidian vaults (SQLite FTS5 + sqlite-vec, MCP server) 0 Claude Code 1 1,156 tok
Sinfjell/garmin-mcp Garmin MCP server — connect Claude and other AI assistants to your Garmin Connect data: ac 0 Claude Code 1 623 tok
hiyorineko/rollbar-mcp-server Pre-release - Model Context Protocol server for Rollbar 0 Claude Code 1 261 tok
dazzaji/mcp-hello primative multi-agent modular initialization capability prototype 0 Cursor 1 33 tok
nonnname/t-invest-mcp-server 0 Claude Code 1 584 tok
Habib0x0/mcp-sec 0 Codex, OpenCode 1 3,841 tok
marcelobrake/aws-mcp MCP Server for connect Claude Desktop on AWS Accounts 0 Codex, OpenCode 1 297 tok
Travis-Gilbert/Railway-mcp 0 Claude Code 1 837 tok
cquillen/realtest-mcp MCP server for RealTest backtesting documentation and example scripts 0 Claude Code 4 85 tok
YOGi-Seto/akebono-mcp Agent-ready Japanese temple data — scored, reasoned, optimized for AI travel agents 0 Claude Code 7 1,169 tok
joandiazcapell/shellserver Shell MCP Server 0 Claude Code 2 —
cjwpenner/md-docx-converter Bidirectional Markdown ↔ Word (.docx) converter for Windows. Designed for moving content t 0 Claude Code 1 815 tok
anhtuanluu/mcp 0 Claude Code 6 792 tok
WebRTCGame/SQLITE-MCP SQLITE MCP 0 Claude Code, Codex, GitHub Copilot 3 757 tok
mindroom-ai/matrix-mcp matrix-mcp.mindroom.chat Matrix MCP server for local coding agents 0 Codex, OpenCode 1 74 tok
Knuckles-Team/mattermost-mcp 0 Claude Code, Codex, OpenCode 2 3,499 tok
CQMHV/ALCOMD3 ALCOMD3 is an MCP-compatible VRChat package manager client with a Material Design 3 interf 0 Codex, OpenCode 1 1,327 tok
stock42/mcp-mongodb 0 Claude Code, Codex, OpenCode 4 1,953 tok
LesterAJohn/jira-mcp 0 Claude Code 1 —
bjunjo/treasury-mcp MCP server for Bitcoin network + Corporate Treasury data. 53 tools for AI agents. Fork of 0 Codex, OpenCode 1 577 tok
rdmgator12/RE-MCP- Reimbursement Engine CMS 0 Claude Code 1 347 tok
u9401066/medvision-mcp Medical Vision AI Tools via Model Context Protocol 0 Claude Code, GitHub Copilot 20 2,021 tok
mj991218/mcp-fhir 0 Claude Code 2 11,045 tok
zhangreling02-ai/3dslicer-claude-bridge MCP server bridging 3D Slicer with Claude Code for medical image analysis 0 Claude Code 14 2,053 tok
burakdirin/apple-health-export-mcp MCP server to query your exported Apple Health archive (export.zip) via SQLite — sleep, he 0 Claude Code 1 1,300 tok
Tom-R-Main/medgemma-mcp Deprecated — unmaintained MedGemma MCP research prototype; do not use clinically. 0 Claude Code 1 629 tok
Pipelex/pipelex-mcp pipelex.com The Pipelex MCP for ChatGPT and Claude: run the AI methods saved in your Pipelex account f 0 Claude Code, Codex, OpenCode 6 29,657 tok
vs4vijay/espresso-mcp An MCP Server for the Espresso Android Test Framework, crafted to improve testing capabili 0 GitHub Copilot 1 1,539 tok
codingthefuturewithai/mcp_jira MCP (Model Context Protocol) server for JIRA integration 0 Claude Code 1 —
SGromych/dataforge-mcp-gateway DataForge MCP Gateway 0 Claude Code 1 3,216 tok
MohitSahoo/MCPToolForWebVulnerabilities- 0 Claude Code, Codex, OpenCode 2 289 tok
Kinzen-dev/LineWhiz 0 Claude Code 1 2,351 tok
digitalhen/bouncie-mcp MCP server for the Bouncie OBD2 vehicle tracker — gives Claude real-time access to GPS loc 0 Claude Code 1 1,829 tok
jarciahdz111/dokploy-mcp 0 Claude Code 1 1,093 tok
marcos-hein/mcp-holyrics 0 Codex, OpenCode 1 1,378 tok