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
foxhound87/mobx-formkit foxhound87.github.io Reactive MobX Form State Management 1,094 Codex, OpenCode 1 7,668 tok
jonwiggins/optio optio.host Workflow orchestration for AI agent swarms. 1,094 Claude Code, Codex, OpenCode 2 16,437 tok
AgentWorkforce/relay agentrelay.com Infrastructure for coding agents 1,094 Claude Code, Codex, Gemini CLI, OpenCode 4 2,404 tok
K9i-0/ccpocket k9i-0.github.io Mobile client for Codex and Claude — control coding agents from your phone via WebSocket b 1,093 Claude Code, Codex, OpenCode 23 1,564 tok
marcus/sidecar Use sidecar next to CLI agents for diffs, file trees, conversation history, and task manag 1,092 Claude Code, Codex, Gemini CLI, OpenCode 3 4,668 tok
FalkorDB/QueryWeaver app.queryweaver.ai An open-source Text2SQL tool that transforms natural language into SQL using graph-powered 1,090 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,912 tok
apify/mcpc npmjs.com The most compatible MCP CLI client. Supports: tools, resources, prompts, completions, asyn 1,089 Codex, OpenCode 1 14,249 tok
tristanisham/zvm zvm.app zvm (Zig Version Manager) lets you easily install/upgrade between different versions of Zi 1,087 Claude Code, Codex, OpenCode 2 2,326 tok
nevalang/neva nevalang.org Dataflow programming language where you write a program as a message-passing graph and eve 1,086 Codex, OpenCode 9 1,227 tok
PatterAI/Patter getpatter.com Open-source voice-AI SDK. The Vapi/Retell alternative for builders who want to own the sta 1,083 Codex, OpenCode 1 855 tok
openops-cloud/openops openops.com The batteries-included, No-Code FinOps automation platform, with the AI you trust. 1,082 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,937 tok
pionxzh/wakaru wakarujs.com 🔪📦 Javascript decompiler for modern frontend 1,081 Claude Code, Codex, OpenCode 2 4,205 tok
zhnnky329/MathModeling-skills Claude Code / Codex Skills for mathematical modeling competitions, supporting staged model 1,080 Claude Code, Codex, OpenCode 33 3,346 tok
takahirom/roborazzi takahirom.github.io Make JVM Android integration test visible 🤖📸 1,080 Codex, OpenCode 1 777 tok
johannesjo/parallel-code parallelcode.app Run Claude Code, Codex, and Gemini side by side — each in its own git worktree 1,080 Claude Code, Codex, OpenCode 2 2,167 tok
ChatbotXIO/ChatbotX chatbotx.io Open-source ManyChat alternative, built for AI. Omnichannel marketing across WhatsApp, Tik 1,080 Claude Code, Codex, GitHub Copilot, OpenCode 33 7,448 tok
Evokoa/pgGraph polygres.com Open-source graph database superpowers for your existing Postgres data. 1,079 Codex, OpenCode 1 836 tok
northword/zotero-format-metadata Linter for Zotero. A plugin for Zotero to format item metadata. Shortcut to set title rich 1,079 Codex, OpenCode 1 2,265 tok
GSManagerXZ/GameServerManager gsmanager.cn GameServerManager (GSManager for short) is a modern one-click game deployment panel design 1,076 Codex, OpenCode 1 958 tok
harehare/mq mqlang.org A jq-like Markdown query language for command-line processing 1,076 Claude Code, Codex, OpenCode 2 656 tok
rogue-security/rogue qualifire.ai AI Agent Evaluator & Red Team Platform 1,075 Codex, OpenCode 1 1,055 tok
marcus/nightshift Nightshift uses your leftover Claude / Codex budget to surprise you with useful PRs. Love 1,075 Claude Code, Codex, OpenCode 2 469 tok
stackql/stackql stackql.io Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources t 1,075 Claude Code, Codex, OpenCode 2 2,592 tok
jamro/tiny-engineer A small desktop robot that brings an AI coding assistant to life, physically acting out wh 1,074 Claude Code, Codex, Cursor, OpenCode 39 2,163 tok
hashgraph-online/hol-guard hol.org Open-source antivirus and firewall for AI agents: block risky tools, secret access, prompt 1,072 Claude Code, Codex, OpenCode 2 950 tok
kdlbs/kandev kandev.ai AI Kanban & Development Environment. Orchestrate multiple agents, review changes, open PRs 1,067 Claude Code, Codex, OpenCode 42 7,924 tok
xuzhougeng/wisp-science wispscience.com Open-source, local-first desktop AI research workbench for scientific computing with Pytho 1,065 Codex, OpenCode 1 3,077 tok
cBioPortal/cbioportal cbioportal.org cBioPortal for Cancer Genomics 1,064 Claude Code, Codex, OpenCode 2 1,028 tok
a16z/jolt jolt.a16zcrypto.com The simplest and most extensible zkVM. Fast and fully open source from a16z crypto and fri 1,061 Claude Code, Codex, OpenCode 12 5,145 tok
alpacahq/alpaca-mcp-server alpaca.markets Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data an 1,061 Codex, OpenCode 1 2,127 tok
H-mmer/pentest-agents Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and 1,059 Claude Code, Codex, GitHub Copilot, OpenCode 17 63,845 tok
bytechefhq/bytechef bytechef.io Open-source AI agents and workflow automation. Self-host or embed in your SaaS. Apache 2.0 1,057 Claude Code, Codex, OpenCode 3 14,263 tok
officecli/officedex officecli.io OfficeDex is the first Al-Native VibeOfficing platform for documents, slides, and spreads 1,056 Claude Code, Codex, OpenCode 2 1,656 tok
snipeship/ccflare ccflare.com The ultimate CC proxy 1,054 Claude Code, Codex, OpenCode 2 2,409 tok
chainstacklabs/pumpfun-bonkfun-bot A fully functional pump.fun / letsbonk.fun / StonkFun trading and sniping bot not relying 1,054 Claude Code, Codex, OpenCode 2 2,842 tok
numman-ali/n-skills Curated plugin marketplace for AI agents - works with Claude Code, Codex, and openskills 1,052 Claude Code, Codex, OpenCode 2 1,873 tok
microsoft/work-iq MCP Server and CLI for accessing Work IQ 1,052 Codex, OpenCode 1 1,821 tok
cloudflare/mcp mcp.cloudflare.com MCP server for the Cloudflare API 1,052 Claude Code, Codex, OpenCode 2 12,248 tok
borghei/Claude-Skills borghei.github.io 385 AI skills, 76 expert agents, and 906 stdlib Python tools for every team: engineering, 1,051 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 9 10,643 tok
Comfy-Org/comfy-cli docs.comfy.org CLI for using ComfyUI 1,047 Claude Code, Codex, OpenCode 3 1,180 tok
kikootwo/ReadMeABook Fully Featured audiobook request and downloading engine to bring audiobooks up to speed wi 1,046 Claude Code, Codex, OpenCode 2 3,122 tok
Tencent-Hunyuan/UniRL unirl-project.github.io UniRL is a Framework for Unified Multimodal Model Reinforcement Learning 1,044 Claude Code, Codex, OpenCode 5 1,583 tok
w8123/EnterpriseAgentFramework ReachAI enterprise-grade agent development platform: quickly and securely bring AI to exis 1,043 Codex, OpenCode 1 1,147 tok
SylphxAI/pdf-reader-mcp sylphxai.github.io Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web 1,042 Codex, OpenCode 19 650 tok
DataDog/pup datadoghq.com Give your AI agent a Pup — a CLI companion with 200+ commands across 33+ Datadog products. 1,040 Claude Code, Codex, OpenCode 2 1,918 tok
tensorlakeai/tensorlake tensorlake.ai Tensorlake is a serverless runtime for sandboxes and deploying background agentic applicat 1,040 Claude Code, Codex, OpenCode 2 2,388 tok
nexu-io/motion-anything ✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeli 1,040 Claude Code, Codex, OpenCode 2 2,456 tok
schpet/linear-cli linear without leaving the command line: list, start, and create PRs for linear issues. ag 1,039 Claude Code, Codex, OpenCode 5 1,045 tok
am-will/codex-skills 1,039 Claude Code, Codex, OpenCode 2 1,625 tok
block/berd a desktop app for getting work done with any model 1,039 Claude Code, Codex, OpenCode 7 1,591 tok