How real projects configure their agents

1,728 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
jasperhartong/sketchup-code AI-agent-driven development workflow for SketchUp Ruby plugins. Includes the SketchUp Brid 5 Cursor 2
takuya0206/bigquery-mcp-server 5 Claude Code, Cursor 2 555 tok
maccman/growth-agents 5 Claude Code, Cursor 7
LilMGenius/AFK Eyes & Hands for AI Agents. 👀🦾 You go AFK. AI opens its eyes, grabs your mouse. 5 Claude Code, Codex, Cursor, OpenCode 7 2,819 tok
zpeakj/vibe-trace Help you manage your vibe coding project, enabling you to track and trace the entire proce 5 Cursor 1 1,197 tok
mengqc1995/vue-frontend-agent Vue-standard skills 5 Cursor 7
Rikinshah787/clawarmy clawarmy.vercel.app ClawArmy is an elite "Mission Control" platform for designing, deploying, and synchronizin 5 Claude Code, Cursor 19
btn0s/granola-mcp 5 Claude Code, Cursor 1
gobing-ai/superskill A manager for multi-agent skill, slash command, subagent, hook, MCP and etc. 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 2,687 tok
eamonboyle/mssql-mcp npmjs.com MCP tool to connect your IDE / Agents to MSSQL 5 Claude Code, Codex, Cursor, OpenCode 3 1,107 tok
bcharleson/heyreach-mcp 5 Claude Code, Cursor 2 2,994 tok
dudu1111685/hermes_mcps Personal WhatsApp (WAHA) + Telegram (MTProto) MCP servers for AI agents — built for hermes 5 Cursor 1 297 tok
sandraschi/notepadpp-mcp MCP Server for Notepad++ automation with comprehensive file operations, plugin management, 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 785 tok
jayasukuv11-beep/agenthelm agenthelm.online Shared, versioned memory for AI coding agents — MCP server with git-style history (log/dif 5 Cursor 1 320 tok
KunanonJ/ai-skills-hub 542 cross-platform SKILL.md workflows for Cursor, Claude Code, Codex, Gemini CLI, Windsurf 5 Codex, Cursor, OpenCode 2 690 tok
nxt3d/mcp-crm 5 Cursor 1
MR901/mcp-plots MCP server for data visualization with Mermaid charts. 4 Cursor 1 38 tok
dawitlabs/capsule capsulectx.vercel.app Markdown context packs that help coding agents reduce repeated repository-discovery tokens 4 Claude Code, Codex, Cursor, OpenCode 3 225 tok
l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica 4 Claude Code, Codex, Cursor, OpenCode 4 2,107 tok
qxchuckle/qcqx-project-manage marketplace.visualstudio.com A VSCode plugin for managing projects, potentially making them easier to use. 4 Claude Code, Codex, Cursor, OpenCode 41 111 tok
scottchronicity/ephemeris-mcp pypi.org Precision astronomical ephemeris for AI agents. An MCP server providing planetary position 4 Codex, GitHub Copilot, Cursor, OpenCode 3 1,032 tok
planetscale/mcp-server planetscale.com PlanetScale mcp-server tools 4 Claude Code, Codex, Cursor, OpenCode 3 10 tok
paarths-collab/quant-brain-mcp MCP Server for Stock Analysis, Backtesting, and Portfolio Intelligence 4 Claude Code, Codex, GitHub Copilot, Cursor 3 1,057 tok
sandraschi/yahboom-mcp FastMCP 3.2 server plus Webapp for Yahboom Raspbot v2 robot car, ros2, raspberry pi 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 1,209 tok
VersoXBT/claude-initial-setup 75 skills, 14 agents, 15 commands for Claude Code. Plug-and-play starter kit covering Type 4 Codex, GitHub Copilot, Cursor, OpenCode 3 4,908 tok
fishcode2025/mcp-sqlite A SQLite MCP server implemented in Rust, providing access to SQLite databases through the 4 Cursor 1 3,771 tok
hensing/searchless-ngx Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversat 4 Cursor 1 504 tok
synamcps/synamcps-server synamcps.ai Universal corporate AI-tools memory and MCP proxy server to store data and proxy external 4 Cursor 1
oguzhankir/fmtly fmtly.dev The high-performance, local-first data engine for developers and AI agents. Format, valida 4 Claude Code, GitHub Copilot, Cursor 3 3,198 tok
KyaniteLabs/DialectOS kyanitelabs.github.io Spanish dialect localization MCP server and CLI. Translate across 25 regional variants wit 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 5,173 tok
kismatkunwar89/SAVVYDFIR-MCP AI-driven DFIR framework: an MCP server that turns Claude Code into an autonomous digital- 4 Claude Code, Cursor 25 11,266 tok
KongGithubDev/SAMP-MCP A comprehensive MCP server for SA-MP server development and management 4 Cursor 1 537 tok
TMHSDigital/steam-mcp npmjs.com MCP server for Steam & Steamworks APIs - 25 tools (18 read + 7 write) for store data, play 4 Claude Code, Cursor 2 975 tok
cafreeman/foundry-mcp 4 Claude Code, Cursor 8 1,525 tok
CarlosAlexandredevv/Nest-boilerplate 4 Codex, Cursor, OpenCode 2 412 tok
932687738/ai_for_learing 4 Claude Code, Cursor 8
RVAILab/webapp-starter-kit Our recommended stack of front and backend tools for rapid development (with Cursor) and d 4 Cursor 1 536 tok
d4551/piratebao PirateBao is a TypeScript/Bun agent-skill package for terse pirate-speak AI coding replies 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 795 tok
AdobeDocs/ff-services-docs developer.adobe.com 4 Claude Code, Cursor 12
rishapgandhi/python-skills AI-SDLC framework of skills, rules, and agent definitions that AI coding agents use to gen 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,061 tok
LAA-Software-Engineering/terfyn A statically analyzable execution platform for nondeterministic programs, with reviewable 4 Claude Code, Codex, Cursor, OpenCode 5 1,121 tok
SolidKeyAB/logan AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,021 tok
platinoff/poolAI Madevinc corp thats one guy with cursor ai creating hybrid decentralisating pool grid syst 4 Claude Code, Codex, Cursor, OpenCode 31 4,256 tok
feelyourprotocol/website feelyourprotocol.org Ethereum Protocol Explorations Website 4 Codex, Cursor, OpenCode 7 1,387 tok
jotyy/stratokit stratokit.pages.dev 4 Cursor 1 420 tok
jacsamell/github-pr-bot AI-Powered GitHub PR Bot 4 Cursor 1 340 tok
AndresJejen/beitlab_home_lab_cluster 4 Codex, Cursor, OpenCode 3 510 tok
ysfAskri/archguardian Stop AI from slowly destroying your codebase. Tool-agnostic CLI + git pre-commit hook that 4 Claude Code, GitHub Copilot, Cursor 36 1,619 tok
inventwo/ioBroker.life360ng Reads the data from the Life360 app and provides the information as individual data points 4 Cursor 1 501 tok
yasuhiro-y/figma-plugin-by-vibe-coding 4 Cursor 1 4,469 tok