How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
ictechgy/light_terminal npmjs.com Lightweight tmux-compatible terminal session daemon for AI coding agents. Persistent PTY s 3 Codex 1 —
Mizune/llm-cli-telemetry Collect and visualize telemetry from Claude Code, Codex CLI, and Gemini CLI using OpenTele 3 Claude Code 1 1,192 tok
poddubnyoleg/herd Herd your agents. A browser-based multiplexer for Claude Code, Codex, Gemini CLI, and p 3 Claude Code, Codex, Gemini CLI 3 10,630 tok
reachjalil/harness-config harnessconfig.dev Harness config specification proposal and alpha CLI for repo-local multi-agent configurati 3 Claude Code, Codex, OpenCode 2 5,414 tok
Haslab-dev/RakitKode Minimal Claude Code or Qwen Code clone with TUI. 3 Claude Code 1 —
Chris31372/better-chat 🤖 Build an AI chat app with multi-model support, secure user data isolation, and advanced 3 Claude Code 1 3,944 tok
osloer-industries/vakt Configure all your AI coding clis once. Sync everywhere to all your devices including the 3 Codex, OpenCode 1 3,760 tok
cresslank/how2claude A starter kit and guide for non-programmers learning to use Claude Code, Codex CLI, and si 3 Claude Code, Codex, OpenCode 2 506 tok
transcendr/pinotator withbryan.work Pi extension for capturing transcript excerpts as structured citations you can send back t 3 Codex, OpenCode 1 311 tok
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
guiyumin/maily mailysuite.com a handy email client, and more 3 Claude Code 1 2,137 tok
gjenkins20/unofficial-fortimonitor-mcp-server Model Context Protocol (MCP) server for FortiMonitor v2 API integration with AI. 241 tool 3 Claude Code 1 —
djinn-soul/gemini-mem Persistent memory extension for Gemini CLI with local SQLite storage, hook-based recall/w 3 Gemini CLI 1 99 tok
antonio-mello-ai/mcp-redis-monitor MCP server for redis-monitor 3 Codex, OpenCode 1 556 tok
thebestmensch/dot-me Portable user-context for AI tools — identity, voice, and preferences read at session star 3 Claude Code 1 —
Tarekkharsa/agentstack tarekkharsa.github.io One agent setup across every coding CLI — import, render, switch toolsets, diagnose drift, 3 Claude Code 1 562 tok
MeshLedger/MeshLedger 3 Claude Code 6 370 tok
opusforge/gorilla-mcp usegorilla.app MCP server for Gorilla. Find your first SaaS users on Reddit, X, YouTube, and TikTok. http 3 Claude Code 1 —
miraculix95/linear-executor Bridge any chatbot to any AI coding agent via Linear — flip a ticket to "AI Implementation 3 Codex, OpenCode 1 460 tok
angelafeliciaa/tokenboard tokenboard.sh a leaderboard for your agentic-coding usage 3 Claude Code 1 265 tok
Baba01hacker666/gemini-redteam Red team gemini skills and plugins 3 Gemini CLI 1 1,071 tok
keepgoing-dev/mcp-server KeepGoing MCP server - Project memory for AI coding assistants 3 Claude Code 1 1,067 tok
Hotion13/cx-prompts A tool to manage custom prompts hard-linking for codex-cli 3 Claude Code 1 601 tok
TokenBrice/cmcs Claude/Codex workflow orchestration CLI for local AI coding sessions. 3 Claude Code, Codex, OpenCode 2 2,813 tok
grnbtqdbyx-create/trace-to-skill Codex Issue Radar and maintainer-readiness tooling for AI coding agents. 3 Codex, OpenCode 1 258 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
pittaaron/yololoop Auditable local AI development loops for gated pull-request-ready changes. 3 Claude Code, Codex 1 —
NovadaLabs/Novada-mcp novada.com One MCP server for all web data. Scrape, search, crawl, and AI research in one install. 3 Claude Code 1 1,065 tok
jiweiqi/heatpump-mcp-server Open-source MCP server for heat pump sizing, cost estimation, and performance analysis too 3 Claude Code 1 1,547 tok
gitopia/gitopia-mcp-server MCP server for Gitopia 3 Claude Code 6 921 tok
gw0/docker-claude-code Dockerized Claude Code Sandbox 3 Claude Code 1 1,117 tok
corbym/backlog-mcp 3 Claude Code, Codex, OpenCode 2 2,634 tok
AgentDank/dank-mcp Model Context Procotol (MCP) server with tools for Cannabis Datasets. 3 Codex, OpenCode 1 1,055 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
debarshibasak/clawx Run versioned, checksummed and approval-gated tasks with Claude Code, Codex, Gemini and ot 3 Claude Code 1 3,848 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
0xfullex/cfgmod A CLI tool for switching JSON/TOML configuration files. Define configuration profiles and 3 Claude Code 1 856 tok
combinatrix-ai/agenv nvm / pyenv for AI coding agents 3 Claude Code 5 290 tok
nicholaswilde/mcp-server nicholaswilde.io 🤖 An MCP server that serves custom AGENTS.md files and bash scripts. 🖥️ 3 Codex, OpenCode 1 750 tok
agent-orc/runner agent-orchestrator.dev Run coding-agent CLIs — Claude Code, Codex, Copilot, Gemini — from .NET: hardened spawning 3 Claude Code, Codex, OpenCode 2 389 tok
DantesPeak85/the-council Multi-model advisory board for Claude Code — get second opinions from Codex and Gemini 3 Claude Code, Codex, OpenCode 2 3,239 tok
taberoajorge/loopforge Desktop AI loop orchestrator that drives open source coding CLIs (Claude Code, Codex, Curs 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 15 2,917 tok
AdamPippert/multi-service-mcp-server an MCP server for the services I like to use with AI agents, which you should probably for 3 Claude Code 3 193 tok
delexw/mcpware Orchestration MCP Server - Routes tool calls to MCP backends 3 Claude Code 1 1,106 tok
fluxinc/dicom-mcp-server A server for managing contextual data in DICOM tools, supporting medical imaging and machi 3 Cursor 1 97 tok