How real projects configure their agents

24,692 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
jacob-bd/gemini-notebook-mcp-cli Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context P 6,466 Claude Code, Codex, Gemini CLI, OpenCode 3 9,380 tok
truefoundry/trueforge trueforge.dev The open-source agent harness - the runtime layer that turns an LLM into a working agent. 6,443 Claude Code, Codex, OpenCode 2 1,456 tok
apache/iotdb iotdb.apache.org Apache IoTDB 6,427 Claude Code, Codex, OpenCode 3 4,190 tok
Nukesor/pueue :stars: Manage your shell commands. 6,413 Claude Code, Codex, GitHub Copilot, OpenCode 3 529 tok
vllm-project/semantic-router vllm-sr.ai An open, programmable decision layer for models and compute. 6,402 Codex, GitHub Copilot, OpenCode 2 1,164 tok
apache/camel camel.apache.org Apache Camel is an open source integration framework with 350+ connectors. Write routes in 6,393 Claude Code, Codex, OpenCode 2 3,538 tok
google/syzkaller syzkaller is an unsupervised coverage-guided kernel fuzzer 6,393 Claude Code, Codex, Gemini CLI 4 1,239 tok
ThinkInAIXYZ/deepchat deepchat.thinkinai.xyz 🐬DeepChat - A smart assistant that connects powerful AI to your personal world 6,384 Claude Code, Codex, OpenCode 7 491 tok
KunAgent/Kun kun-agent.com Local-first AI agent workspace for coding, writing, design, research, and automation — one 6,383 Claude Code, Codex, Cursor, OpenCode 13 2,782 tok
kenn-io/agentsview agentsview.io Local-first session search, analytics, insights, and token use statistics for coding agent 6,376 Claude Code, Codex, OpenCode 5 2,665 tok
FlorianBruniaux/claude-code-ultimate-guide cc.bruniaux.com The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, q 6,367 Claude Code, Codex, GitHub Copilot, OpenCode 10 6,437 tok
heilcheng/awesome-agent-skills agent-skill.co Tutorials, Guides and Agent Skills Directories 6,348 Claude Code, Codex, GitHub Copilot, OpenCode 3 902 tok
Sylinko/Everywhere everywhere.sylinko.com On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, an 6,347 Codex, OpenCode 1 1,520 tok
getopenscreen/openscreen getopenscreen.com Record your screen, ship a demo. Free and open-source, GPU-accelerated, no watermarks, no 6,339 Codex, OpenCode 1 7,116 tok
Q00/ouroboros ouroboros.page Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, stage 6,326 Claude Code, Codex, OpenCode 8 4,089 tok
Eigenwise/atomic-agents eigenwise.github.io Building AI agents, atomically 6,319 Claude Code, Codex, OpenCode 3 3,355 tok
ikaijua/Awesome-AITools ikaijua.github.io Collection of AI-related utilities. Welcome to submit pull requests / Collection of practi 6,277 Codex, OpenCode 1 1,716 tok
baserow/baserow baserow.io Build databases, automations, apps & agents with AI — no code. Open source platform avail 6,274 Claude Code, Codex, OpenCode 19 1,643 tok
Helicone/helicone helicone.ai 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and expe 6,269 Claude Code, Codex, Cursor, OpenCode 3 5,269 tok
HelixDB/helix-db helix-db.com HelixDB is an OLTP graph database with native vector and full-text search built in Rust on 6,268 Codex, OpenCode 1 954 tok
agentscope-ai/agentscope-java java.agentscope.io Build distributed, production-grade, long-running agents. 6,265 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,551 tok
Tencent/puerts PUER (普洱) Typescript. Let's write your game in UE or Unity with TypeScript. 6,263 Claude Code, Codex 1 —
epiral/bb-browser Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login 6,260 Codex, OpenCode 1 2,522 tok
Dicklesworthstone/destructive_command_guard A fast Rust safety hook that blocks destructive shell, git, and filesystem commands before 6,259 Codex, OpenCode 1 18,888 tok
deusyu/harness-engineering A Harness Engineering study guide — an in-depth learning record from understanding the con 6,250 Claude Code, Codex, OpenCode 2 1,815 tok
RediSearch/RediSearch redis.io A query and indexing engine for Redis, providing secondary indexing, full-text search, vec 6,245 Claude Code, Codex, OpenCode 40 6,911 tok
Hisn00w/ASu-skills 🚀 A collection of practical AI Skills for job seeking and development, supporting resume 6,244 Claude Code, Codex, OpenCode 2 623 tok
nirholas/fresh-start three.ws The original nirholas/claude-code before DMCA and take down. Once everything is cleared, i 6,235 Claude Code, Codex, OpenCode 2 312 tok
lightdash/lightdash lightdash.com Agentic BI. Analytics at the speed of code ⚡️ 6,223 Claude Code, Codex, OpenCode 20 5,467 tok
reorx/httpstat curl statistics made simple 6,220 Claude Code, Codex, OpenCode 2 1,195 tok
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 6,198 Claude Code, Codex, OpenCode 3 5,662 tok
ebertti/awesome-telegram telegram.me Collection great groups, channels, bots and libraries for Telegram 6,196 Claude Code, Codex, OpenCode 2 1,796 tok
oomol-lab/open-connector oomol.com Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MC 6,188 Claude Code, Codex, OpenCode 3 4,422 tok
gz-yami/mall4cloud mall4j.com ⭐️⭐️⭐️ Microservices mall system, Spring Cloud microservices mall, mini-program mall. 6,172 Claude Code, Codex 1 —
macro-inc/macro macro.com Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — 6,172 Claude Code, Codex, Cursor, OpenCode 35 2,407 tok
netease-youdao/LobsterAI lobsterai.youdao.com Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs 6,170 Claude Code, Codex, OpenCode 2 5,028 tok
microsoft/VFSForGit Virtual File System for Git: Enable Git at Enterprise Scale 6,149 Codex, OpenCode 1 3,328 tok
ModelEngine-Group/nexent modelengine-group.github.io Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes 6,146 Claude Code, Codex, OpenCode 9 1,653 tok
bethington/ghidra-mcp Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headle 6,133 Claude Code, Codex, OpenCode 2 19,786 tok
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 6,124 Claude Code, Codex, OpenCode 2 3,727 tok
agent-substrate/substrate ate.dev Agent Substrate: the core system 6,108 Claude Code, Codex, OpenCode 7 3,883 tok
sooperset/mcp-atlassian mcp-atlassian.soomiles.com MCP server for Atlassian tools (Confluence, Jira) 6,087 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,281 tok
eternityspring/shuohao-skills studio.reelbenchai.com AI short-drama production skill collection: character bibles, adaptation outlines, art bib 6,084 Codex, OpenCode 1 397 tok
Azure/azure-sdk-for-net This repository is for active development of the Azure SDK for .NET. For consumers of the 6,077 Claude Code, Codex, GitHub Copilot, OpenCode 23 3,648 tok
UfoMiao/zcf zcf.ufomiao.com Zero-Config Code Flow for Claude code & Codex 6,072 Claude Code, Codex, OpenCode 8 2,039 tok
EverMind-AI/Raven raven.evermind.ai The Harness of Harnesses • Super Agent: a trusted, persistent, self-evolving multi-agent e 6,047 Claude Code, Codex, OpenCode 2 5,918 tok
antfu/skills Anthony Fu's curated collection of agent skills. 6,043 Codex, OpenCode 1 1,476 tok
jacklandrin/OnlySwitch onlyswitch.click 👑 The all-in-one macOS menu bar companion: customizable controls, system monitor, AI Agen 6,039 Codex, OpenCode 1 1,271 tok
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 6,030 Claude Code, Codex, OpenCode 7 395 tok
btraceio/btrace Production-safe dynamic tracing and diagnostics for Java applications—attach to live JVMs 5,997 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,445 tok