How real projects configure their agents

1,902 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
nirholas/lyra-tool-discovery AI powered automation toolkit which acts as an agent that discovers MCP servers for you. P 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 813 tok
kpavlov/tachyon deepwiki.com 💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Stre 30 Claude Code, Codex, Gemini CLI, OpenCode 5 980 tok
OpenCMC/mcp-gemini-cli-extension coinmarketcap.com Coinmarketcap extension for Gemini CLI 30 Gemini CLI 1 272 tok
johnvouros/skillmaxxing A phase-aware operating system for coding agents that helps them explore, ship, harden, an 30 Claude Code, Codex, Gemini CLI, OpenCode 3 294 tok
pm-bhatt/everything-gemini-cli Gemini CLI extension adapted from everything-claude-code by Affaan Mustafa. Commands, skil 30 Gemini CLI 1 1,903 tok
stevenAthompson/self-command stevenathompson.com An MCP tool that allows the Gemini CLI to send commands to itself, run very long commands 30 Gemini CLI 1 1,526 tok
WaterplanAI/agentic-config Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugin 30 Claude Code, Codex, Gemini CLI, OpenCode 5 917 tok
vinvcn/addyosmani-agent-skills-zh This repository is the Simplified Chinese localization of addyosmani/agent-skills. 30 Claude Code, Codex, Gemini CLI, OpenCode 3 2,114 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 30 Claude Code, Codex, Gemini CLI, OpenCode 3 4,876 tok
gonzalop/wombatt A tool for monitoring batteries and inverters. 30 Gemini CLI 1 313 tok
sergenes/mini_agent A minimal AI agent built from scratch — no agent framework, just Python, the OpenAI SDK, a 29 Claude Code, Codex, Gemini CLI, OpenCode 6 522 tok
mehmetnadir/cdpilot npmjs.com Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands ( 29 Claude Code, Codex, Gemini CLI, OpenCode 3 3,168 tok
nirholas/crypto-market-data nirholas.github.io Live cryptocurrency and DeFi market data. Simple, easy, straight to the point. Market dat 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 795 tok
lennix1337/Genexus18MCP npmjs.com GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects ( 29 Claude Code, Codex, Gemini CLI, OpenCode 10 4,296 tok
mikeshu2001/personal-brain-builder Local-first agent workflow for building private cross-project memory with explicit consent 29 Claude Code, Codex, Gemini CLI, OpenCode 3 348 tok
PaulJPhilp/effect-cli-tui 29 Claude Code, Gemini CLI 2 8,970 tok
nirholas/mcp-notify nirholas.github.io Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. G 28 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
NotNull92/hera-agent-unity Low-token CLI for AI agents to control a live Unity Editor. 28 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 24,428 tok
nirholas/boosty 28 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 670 tok
robert7/remnote-mcp-server MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, 28 Claude Code, Codex, Gemini CLI, OpenCode 3 2,152 tok
dcc-mcp/dcc-mcp-blender pypi.org Blender addon for the DCC Model Context Protocol (MCP) ecosystem — embeds a Streamable HTT 28 Claude Code, Codex, Gemini CLI, OpenCode 3 2,794 tok
gemini-cli-extensions/observability Cloud Observability Gemini CLI Extension 27 Gemini CLI 1 537 tok
mralaminahamed/wp-dev-skills WordPress plugin development skills for AI coding agents — Claude Code, Gemini CLI, Cursor 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,376 tok
himorishige/hatago-mcp-hub hatago.dev Hatago MCP Hub is a lightweight hub server that provides unified management for multiple M 27 Claude Code, Codex, Gemini CLI, OpenCode 4 7,904 tok
nirholas/lyra-intel nirholas.github.io Lyra Intel is an intelligence platform designed to analyze repositories of any size - from 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 807 tok
orecus/faber The AI Architect for your codebase 27 Claude Code, Codex, Gemini CLI, OpenCode 3 3,013 tok
labex-labs/labex-cheatsheets labex.io Cheatsheets for Programming Beginners 27 GitHub Copilot, Gemini CLI 2 1,788 tok
DollarDill/beads-superpowers algocents.com Superpowers & Beads task memory for AI coding agents - supports Claude Code, Codex, OpenCo 26 Claude Code, Codex, Gemini CLI, OpenCode 3 6,322 tok
IgorGanapolsky/ThumbGate thumbgate.ai ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-b 26 Claude Code, Codex, Gemini CLI, OpenCode 33 13,154 tok
thoreinstein/gemini-beads A Gemini CLI extension for Beads (bd). Adds graph-based task management, dependency tracki 26 Gemini CLI 1 473 tok
arbazkhan971/godmode Autonomous AI coding agent — 126 skills, 7 subagents, 5 platforms. Iterative optimization 26 Codex, Gemini CLI, OpenCode 2 8,946 tok
nirholas/lyra-web3-playground lyra.works Free Solidity compiler & Web3 IDE with interactive tutorials. Learn blockchain development 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 906 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
nik1t7n/context-firewall Local-first context firewall for coding agents 26 Claude Code, Codex, Gemini CLI, OpenCode 3 358 tok
universal-mcp/universal-mcp Universal MCP acts as a middle ware for your API applications. It can store your credentia 26 Claude Code, Codex, Gemini CLI, OpenCode 3 683 tok
onebrain-ai/onebrain onebrain.run AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 24+ sk 26 Claude Code, Codex, Gemini CLI, OpenCode 4 767 tok
VoDaiLocz/kilo-kit-mcp npmjs.com An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an 26 Claude Code, Codex, Gemini CLI, OpenCode 3 2,400 tok
itvincent-git/codex-usage-desktop Codex usage tracker for live quota, token analytics & session insights. Local-first deskto 26 Codex, Gemini CLI, OpenCode 2 1,093 tok
friendsofstrandseq/mosaicatcher-pipeline friendsofstrandseq.github.io Integrated workflow for SV calling from single-cell Strand-seq data 26 Claude Code, Gemini CLI 3 4,892 tok
sgroy10/speclock sgroy10.github.io Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,035 tok
LeeYudok/agents-scaffold leeyudok.github.io Fork-and-fill bootstrap for AI coding agents (Claude Code first, Codex/Gemini via AGENTS.m 25 Claude Code, Codex, Gemini CLI, OpenCode 7 2,213 tok
thoreinstein/gemini-notifier A Gemini CLI extension to send system notifications when Gemini needs permissions 25 Gemini CLI 1 370 tok
prompt-templates/-Legacy-ai-session-governance [Legacy] Harness engineering for AI session continuity — cross-tool handoff governance for 25 Claude Code, Codex, Gemini CLI, OpenCode 3 20,346 tok
nirholas/lyra-registry nirholas.github.io Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
cskwork/oh-my-symphony cskwork.github.io Multi-agent fork of OpenAI Symphony — drives Codex, Claude Code, Gemini, and Pi CLIs from 25 Codex, Gemini CLI, OpenCode 2 1,591 tok
jayvee/aigon aigon.build Aigon is a local, open-source, spec-first software-delivery orchestrator for coding agents 25 Claude Code, Codex, Gemini CLI, OpenCode 6 3,886 tok
Tele-AI/TeleFuser tele-ai.github.io High-performance runtime for real-time multimodal generation and world models—streaming i 25 Claude Code, Codex, Gemini CLI, OpenCode 6 2,177 tok
loonghao/rez-next Experimental Rust rewrite of Rez package manager core components. Not for production use. 25 Claude Code, Codex, Gemini CLI, OpenCode 8 3,986 tok
JuliusBrussee/caveman-browse Token-efficient browser automation for coding agents: compressed accessibility snapshots, 25 Claude Code, Codex, Gemini CLI, OpenCode 3 1,559 tok
MaxGhi8/HyperNOs 25 Gemini CLI 1 830 tok