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
sudoax0n/gemini-watch A native, zero-friction YouTube extension for Gemini CLI. Gives the agent "eyes" to fetch 1 Gemini CLI 1 766 tok
yeslogic/prince-pdf-gemini Gemini extension for Prince PDF conversion 1 Gemini CLI 1 210 tok
MohamedHamed19m/Gemini_Tasks Autonomous task management and coding loops for Gemini CLI. AI-driven TDD, dependency mana 1 Gemini CLI 1 2,279 tok
eai-support/eai-gofer eai-support.github.io Spec-driven delivery workflow for VS Code and AI coding CLIs 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 4,330 tok
nielsvbrecht/victoriametrics-logs-mcp geminicli.com Gemini CLI extension for Victoria Metrics and Logs MCP server 1 Gemini CLI 1 512 tok
priyanshuchawda/tracepilot-gemini-cli TracePilot: Gemini CLI fork with Phoenix/OpenInference tracing, MCP self-introspection, sa 1 Claude Code, Gemini CLI 13 1,140 tok
ecodelearn/template-claude-code-ts npmjs.com Agent Harness — transactional npx installer that adapts one canonical template to Claude C 1 Claude Code, Codex, Gemini CLI, OpenCode 6 1,578 tok
Yasuui/ystack Open-source toolkit / framework for 10x faster AI agent development and output. Free, loca 1 Claude Code, Codex, Gemini CLI, OpenCode 8 1,921 tok
zpower426/datapowers Professional Data Mining & ML Protocol: A hypothesis-driven workflow featuring strict leak 1 Gemini CLI 1 28 tok
kongyo2/gemini-time-injector 1 Gemini CLI 1 334 tok
LangcliTeam/Langpad langcli.com Langpad is an Obsidian plugin that brings AI coding agent(Langcli, Claude code etc) direct 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 4,933 tok
Teddy563/mcwrench mcwrench.teddy.bar AI Minecraft server admin that audits configs, fixes lag, sets up proxies and permissions, 1 Claude Code, Codex, Gemini CLI, OpenCode 22 3,681 tok
fmind/agent-evolutions Genetic exploration of solution spaces for AI coding agents (Claude Code, Gemini CLI, GitH 1 Claude Code, Codex, Gemini CLI, OpenCode 3 1,329 tok
jzfgo/agents skills.sh Agentic skills for professional developer workflows — structured 1:1s, git-aware reviews, 1 Claude Code, Codex, Gemini CLI, OpenCode 3 1,039 tok
BENJAMINGLAI/anki-card-skill Generate Anki flashcards from text, files, or URLs with HTML formatting, hierarchical tags 1 Gemini CLI 1 10 tok
barisgorgun/ai-dev-team-workflows Role-based AI agent workflows (Business Analyst, Architect, Developer, Reviewer, QA, Relea 1 Claude Code, Codex, Gemini CLI, OpenCode 3 544 tok
omas-odoo/odoo-superpowers Odoo development skills for AI coding agents — a Claude Code plugin (also Codex & Gemini C 1 Claude Code, Codex, Gemini CLI, OpenCode 3 593 tok
EShener/agent-ready Make any repo ready for AI coding agents in 60 seconds. 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 656 tok
Biolytics-AI/rhetoric-engine Biolytics Rhetoric Engine: a staged presentation cognition pipeline for user-led slide cre 1 Codex, Gemini CLI, OpenCode 2 264 tok
ali-ulu/awesome-agent Awesome Agent SDLC v1.2 — Open-source standard documentation repository for AI-agent-assis 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,264 tok
Ddhjx-code/Demand-Discovery-Skill AI coding assistant skill for automated niche demand discovery. Scans 7 data sources acros 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,003 tok
pharosone/vector-plugin pharosone.ai Red-team scanning for LLM agents, wired into your AI editor — one plugin for Claude Code, 1 Gemini CLI 1 710 tok
ZhanZiyuan/vercel-mcp geminicli.com A Gemini CLI extension for Vercel's official MCP server. 1 Gemini CLI 1 263 tok
DevExplorerr/Evolution-of-Todo Phase I of "Evolution of Todo" Hackathon. An in-memory Python console application built en 1 Gemini CLI 1 2,321 tok
IGPenguin/hades-gate 🔥 Claude Skill: Feature idea to orthogonal analysis 1 Claude Code, Gemini CLI 2 1,377 tok
Nisus74/humanise An AI writing skill that preserves meaning and learns your voice across Claude Code, Codex 1 Claude Code, Codex, Gemini CLI, OpenCode 6 1,790 tok
sdolard/awesome-claude-config Portable, stack-agnostic methodology guidelines for building/constraining UI, meant to be 1 Claude Code, Codex, Gemini CLI, OpenCode 3 692 tok
wjohns989/Muninn Local-first memory infrastructure for coding workflows: deterministic retrieval, explainab 1 Gemini CLI 1 815 tok
Deltologic/datadoe-mcp-gemini-cli This repository is a minimal example of using the DataDoe MCP server from Codex for Amazon 1 Gemini CLI 1 368 tok
azgem102-max/ai-project-context-kit Vendor-neutral shared project context kit for Codex, Claude Code, ChatGPT, Copilot, Gemini 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 541 tok
JHdehao/gemini-mem-v3 The final evolved version of gemini-mem 1 Claude Code, Codex, Gemini CLI, OpenCode 9 2,923 tok
hkopenai/hk-environment-mcp-server This is an MCP server that provides access to government environment data through a FastMC 1 Gemini CLI 1 76 tok
Tawe/AI-CLI-Memory-Sync-Repo Maintain one canonical AI instructions file (INSTRUCTIONS.md) and sync it to tool-specific 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,196 tok
davidalbertonogueira/redshift-mcp-server 1 Gemini CLI 1 9 tok
sokunmin/mcp-proxy 1 Claude Code, Gemini CLI 2 1,273 tok
ltcg-addict/ubuntu A MCP server for interacting with a ubuntu VM. 1 Gemini CLI 1 421 tok
Desearch-ai/mcp-desearch desearch.ai 1 Gemini CLI 1 1,121 tok
andytango/puppeteer-mcp MCP Server for Puppeteer 1 Claude Code, Gemini CLI 2 12 tok
wminson/copilot-mcp-server 1 Gemini CLI 1 392 tok
miadisabelle/mcp-coaia-sequential-thinking 1 GitHub Copilot, Gemini CLI 2 2,479 tok
luc-me/ltspiceMCP Un servidor MCP (Model Context Protocol) que permite a los LLMs diseñar y simular circuito 1 Gemini CLI 1 981 tok
linonon/mcpbookmarks 1 Claude Code, Gemini CLI 2 16,846 tok
u1pns/sqlite-mcp A simple MCP service to create / write / read SQLITE databases... 1 Gemini CLI 1 474 tok
igot-ai/datalog-studio Datalog MCP server extension 1 Gemini CLI 1 3,678 tok
Morfeu333/notebooklm-mcp MCP Server for NotebookLM - Programmatic access to Google NotebookLM via internal APIs 1 Claude Code, Gemini CLI 2 2,724 tok
SeeleAI/gamedevbench-mcp gamedevbench+mcp 1 Claude Code, Gemini CLI 2 208 tok
andrewkorot/mcp-server-unreal-engine A comprehensive MCP server that enables AI assistants to control Unreal Engine through the 1 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,121 tok
dhiraj-ydv/trilium-mcp 1 Claude Code, Gemini CLI 2 —
GlobalFishingWatch/gfw-mcp-js 1 Claude Code, Gemini CLI 2 593 tok
hkopenai/hk-food-mcp-server This is an MCP server that provides access to government food related data through a FastM 1 Gemini CLI 1 76 tok