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
kismatkunwar89/SAVVYDFIR-MCP AI-driven DFIR framework: an MCP server that turns Claude Code into an autonomous digital- 5 Claude Code, Cursor 25 11,266 tok
TMHSDigital/steam-mcp npmjs.com MCP server for Steam & Steamworks APIs - 25 tools (18 read + 7 write) for store data, play 5 Claude Code, Cursor 2 1,802 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
rishapgandhi/python-skills AI-SDLC framework of skills, rules, and agent definitions that AI coding agents use to gen 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,061 tok
SolidKeyAB/logan AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP a 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,224 tok
inventwo/ioBroker.autodarts Connects the ioBroker to the local Autodarts Board Manager. Provides states and events for 5 Cursor 1 511 tok
mr-light-show/remote-pianobar 6xq.net Console-based pandora.com player 5 Codex, Cursor, OpenCode 3 2,632 tok
sandraschi/tailscale-mcp Operate your tailnet from AI tools using the Tailscale Admin API via FastMCP and webapp 5 Claude Code, Codex, Cursor, OpenCode 4 1,645 tok
bitbankinc/bitbank-lab-mcp Experimental MCP Server 5 Claude Code, Codex, Cursor, OpenCode 7 2,664 tok
TMHSDigital/Unity-Developer-Tools tmhsdigital.github.io AI-powered development toolkit for Unity game development in Cursor IDE. 18 skills, 8 rule 5 Claude Code, Codex, Cursor, OpenCode 3 5,202 tok
ddebixx/frontend-template 5 Claude Code, Codex, Cursor, OpenCode 9 220 tok
horustechltd/horus-flow-mcp flow.horustek.pro The Cognitive Market Brain for Autonomous AI Trading Agents (Level 4 Cortex, Orderflow Phy 5 Cursor 1 310 tok
TMHSDigital/CFX-Developer-Tools tmhsdigital.github.io AI-powered Cursor IDE plugin for FiveM and RedM resource development. 9 skills, 6 rules, 6 5 Claude Code, Codex, Cursor, OpenCode 3 6,431 tok
nxt3d/mcp-crm 5 Cursor 1 —
Priyans-hu/tokenmeter priyans-hu.github.io macOS menu bar app for Claude Code token usage visualization 4 Claude Code, GitHub Copilot, Cursor 3 1,216 tok
tonynguyennvt/cursor-rules-awesome World-class comprehensive coding standards for Cursor AI. 4,800+ lines covering 72 topics: 4 Cursor 1 36,510 tok
Rikinshah787/clawarmy clawarmy.vercel.app ClawArmy is an elite "Mission Control" platform for designing, deploying, and synchronizin 4 Claude Code, Cursor 19 —
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
paarths-collab/quant-brain-mcp MCP Server for Stock Analysis, Backtesting, and Portfolio Intelligence 4 Claude Code, Codex, GitHub Copilot, Cursor 3 1,142 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 2 —
oguzhankir/fmtly fmtly.dev The high-performance, local-first data engine for developers and AI agents. Format, valida 4 Claude Code, GitHub Copilot, Cursor, Windsurf 4 4,264 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 4,542 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 7 —
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 —
LAA-Software-Engineering/terfyn A statically analyzable execution platform for nondeterministic programs, with reviewable 4 Claude Code, Codex, Cursor, OpenCode 5 1,121 tok
platinoff/poolAI Madevinc corp thats one guy with cursor ai creating hybrid decentralisating pool grid syst 4 Claude Code, Codex, Cursor, OpenCode 31 4,311 tok
feelyourprotocol/website feelyourprotocol.org Ethereum Protocol Explorations Website 4 Codex, Cursor, OpenCode 11 1,880 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
Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 282 tok
ArogyaReddy/https-github.com-JuliusBrussee-caveman 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,822 tok
rhaml-23/prompt AI Compliance Factory Foundation 4 Claude Code, Cursor 2 2,675 tok
AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. 4 Claude Code, Codex, Cursor, OpenCode 34 2,248 tok
IFTDT/expo-updates-admin 4 Claude Code, Cursor 2 —