How real projects configure their agents

2,016 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
ZhanZiyuan/lark-mcp geminicli.com A Gemini CLI extension for Lark's MCP server. 3 Gemini CLI 1 534 tok
conversiontools/gemini-extension conversiontools.io Gemini CLI extension to convert 140+ file formats with Conversion Tools 3 Gemini CLI 1 990 tok
DevExplorerr/Physical-AI-Humanoid-Robotics-Book physical-ai-humanoid-robotics-book-saad.vercel.app Physical AI & Humanoid Robotics Book is an open-source, beginner-friendly guide that break 3 Gemini CLI 1 2,321 tok
djinn-soul/gemini-mem Persistent memory extension for Gemini CLI with local SQLite storage, hook-based recall/w 3 Gemini CLI 1 99 tok
Baba01hacker666/gemini-redteam Red team gemini skills and plugins 3 Gemini CLI 1 1,071 tok
marclove/known A CLI tool for managing agentic LLM instruction files in your projects. 3 Claude Code, Codex, Gemini CLI, OpenCode 8 2,322 tok
tanaikech/dev-gas-extension medium.com Introducing "dev-gas-extension," a Gemini CLI extension designed to supercharge your Googl 3 Gemini CLI 1 287 tok
tractorjuice/arckit-gemini ArcKit Gemini CLI Extension - Enterprise Architecture Governance & Vendor Procurement Tool 3 Claude Code, Gemini CLI 1 1,590 tok
fmind/agent-docs Project docs that answer locally before the web — file-based Agent Skills for Claude Code, 3 Claude Code, Codex, Gemini CLI, OpenCode 3 944 tok
Njdonatelli/Image_Renamer Image Renamer is an AI-powered tool that automatically renames images with SEO-optimized f 3 Claude Code, Gemini CLI 1 —
kinhluan/rules-quarkus-skills 🤖 Complete AI expert ecosystem for Modern Java, Quarkus & Bazel development ☕️⚡️ Coverage 3 Codex, Gemini CLI, OpenCode 2 2,378 tok
techcraze00/CodeGraphX techcraze00.github.io CodeGraphX (CGX) — a local, token-efficient codebase graph engine & MCP server for AI codi 3 Claude Code, Gemini CLI 2 2,122 tok
SyntaxWay/agent-ready-repo 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,616 tok
gjfresno/IA-Cyborg-SDD IA y gestión de proyecto 3 Claude Code, Codex, Gemini CLI, OpenCode 3 822 tok
oculus-samples/Unity-VirtualCameraPublisher A Sample Project for the Virtual Camera Publisher API in Unity 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,080 tok
S13G/engineering-standards-plugin Cross-domain software engineering standard principles for AI coding agents (Claude Code, C 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,971 tok
WenBin6/thesis-md-word-workflow A standard SOP skill for quickly drafting papers with AI tools, which can be combined with 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
edenbuilds/arya-ai Indian-law plugin for advocates: Bombay High Court and Maharashtra tribunal drafting, NCLT 3 Claude Code, Codex, Gemini CLI, OpenCode 3 540 tok
seeker71/Coherence-Network coherencycoin.com Open intelligence platform that traces every idea from inception to payout — with fair att 3 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 16 9,401 tok
SecondLifes/delphi-expert An opinionated ecosystem of rules, skills and steerings to elevate Delphi development to s 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,182 tok
sarkarsaurabh27/agent-loop-learning Reference library and skill toolkit for auditing, reviewing, and improving LLM-based agent 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,833 tok
tutumomo/MCP-civil-tools MCP Civil Tools server 3 Gemini CLI 1 404 tok
aplaceforallmystuff/mcp-wp-abilities MCP server for WordPress 6.9+ Abilities API - dynamically exposes WordPress abilities as A 3 Claude Code, Codex, Gemini CLI, OpenCode 4 323 tok
aplaceforallmystuff/mcp-wisdom Philosophy-grounded thinking frameworks for Claude - an MCP server providing Stoic, Cognit 3 Claude Code, Codex, Gemini CLI, OpenCode 4 446 tok
chris-page-gov/mcp-geo AI Generated Model Context Protocol (MCP) server for geospatial (Ordnance Survey) tooling 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,453 tok
azmartone67/dchub-mcp-server dchub.cloud DCPI (Data Center Power Index): a daily score of where data centers can get grid power, ac 3 Claude Code, Gemini CLI 2 595 tok
fbmdata/maxstat-mcp maxstat.ru Official MaxStat MCP: search 408K+ channels and 86M+ MAX posts; audience, views, reactions 3 Gemini CLI 1 367 tok
Sequenzy/mcp sequenzy.com MCP server for AI agents to operate Sequenzy lifecycle, campaign, and transactional email 3 Codex, Gemini CLI, OpenCode 2 731 tok
nogoo9/mcp-server-cloud-fs nogoo9.github.io Cloud replacement for `mcp-server-filesystem` — 20+ tools for S3, Azure Blob, and GCS. Dep 3 Claude Code, Gemini CLI 3 4,947 tok
bhumitschaudhry/Slopnought A multi-agent maintainability skill that ensures AI-generated code stands strong for centu 3 Claude Code, Codex, Gemini CLI, OpenCode 3 679 tok
sausi-7/carousels sausi-7.github.io Turn a topic into an Instagram/LinkedIn carousel — animated 1080×1350 video or static slid 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,642 tok
designservice/lazy-english-reader.skill Turn English books into Chinese translations with one click + Obsidian chapter study notes 3 Codex, Gemini CLI, OpenCode 2 172 tok
DaRabus/prompt-tracker PromptVault: A self-hosted, local-first dashboard that watches your AI CLI history files ( 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 5,774 tok
markskrypka/stem stem.cooking Engineering discipline for coding agents: size the work, keep every change on the record, 3 Claude Code, Codex, Gemini CLI, OpenCode 3 285 tok
uppadhyayraj/dq-awesomeqa uppadhyayraj.github.io QA lifecycle plugin for UI, API, accessibility, and performance testing across coding agen 3 Claude Code, Codex, Gemini CLI, OpenCode 4 1,631 tok
empir3hq/empir3-bridge empir3.com Local-first MCP bridge — orchestrate the AI CLIs you already pay for (Claude, Codex, Gemin 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,818 tok
bluenexus-ai/gemini-cli-extension app.bluenexus.ai Connect Gemini CLI to your BlueNexus Universal MCP: one OAuth sign-in, 200+ data sources, 3 Gemini CLI 1 285 tok
aphrody-code/bxc aphrody-code.github.io Zero-Spawn browser engine for AI agents — Bun + Rust FFI. In-process DOM/Markdown, curl-im 3 Claude Code, Codex, Gemini CLI, OpenCode 17 7,882 tok
PuckAPI/claude-sports-analytics puckapi.com 28 free Claude Code skills for NHL analytics, betting models, and hockey research. Works w 3 Claude Code, Gemini CLI 2 863 tok
rabee-elkholy/android-harness-kit Deterministic Android Engineering for the AI Era: Turn Any AI Assistant into an Uncompromi 3 Codex, Gemini CLI, OpenCode 2 1,188 tok
rmedranollamas/geminiusage Antigravity and Gemini CLI Token Usage Tracker 3 Gemini CLI 1 687 tok
imMamdouhaboammar/get-things-done Autonomous execution & work modeling engine for AI agents (Claude Code, ChatGPT, Codex, Ge 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 9 3,207 tok
ahamedzoha/atelier Learn-by-building template: turn any idea into a project you build by hand with an AI ment 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,392 tok
Bek85/claudekit-marketing Marketing-focused Claude Code kit: 101 skills, 31 agents, 78 commands. Clone and run ./ins 3 Claude Code, Gemini CLI 10 3,102 tok
ZHOUKAILIAN/claude-community-plugins Claude Code Plugin Marketplace featuring 3 production-ready plugins for AI documentation w 3 Claude Code, Gemini CLI 2 4,722 tok
ferreyes/ai-specs This repository contains a comprehensive set of development rules, standards, and AI agent 3 Claude Code, Codex, Gemini CLI, OpenCode 12 33 tok
netdata/ai-viewer Read-only real-time explorer for AI coding-agent session snapshots (ai-agent v2/v3, claude 3 Claude Code, Codex, Gemini CLI, OpenCode 14 11,610 tok
solpbc/hopper TUI for managing coding agents 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,215 tok
mstr-sharma/strategy-automate 3 Claude Code, Codex, Gemini CLI, OpenCode 3 4,564 tok
konflux-ci/loadtest Konflux loadtest for per&scale testing the platform 3 Claude Code, Codex, Gemini CLI, OpenCode 6 455 tok