How real projects configure their agents

44,817 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
gptme/gptme gptme.org Your agent in your terminal, equipped with local tools: writes code, uses the terminal, br 4,468 Codex, OpenCode 1 1,600 tok
zenbu-labs/terminal-browser terminal-browser.com A real browser inside your terminal 4,462 Claude Code, Codex, OpenCode 3 308 tok
zgsm-ai/costrict costrict.ai Costrict - strict AI coder for enterprises, quality first, including AI Agent, AI CodeRevi 4,462 Codex, OpenCode 1 127 tok
imazen/imageflow docs.imageflow.io High-performance image manipulation for web servers. Includes imageflow_server, imageflow_ 4,457 Claude Code 1 6,610 tok
AlexAnys/awesome-openclaw-usecases-zh 🇨🇳 Complete collection of Chinese OpenClaw use cases | 50 real-world scenarios | Local a 4,452 Claude Code, Codex, OpenCode 2 3,872 tok
wmariuss/awesome-devops awesome-devops.xyz A curated list of awesome DevOps platforms, tools, practices and resources 4,448 GitHub Copilot 4 1,813 tok
archestra-ai/archestra archestra.ai Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator 4,431 Claude Code, Codex, OpenCode 2 250 tok
mixedbread-ai/mgrep demo.mgrep.mixedbread.com A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more. 4,430 Claude Code, Codex, OpenCode 7 1,917 tok
microsoft/FLAML microsoft.github.io A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP. 4,418 GitHub Copilot 1 1,772 tok
kunchenguid/lavish-axi HTML is the new markdown. Lavish is the new editor for your HTML artifacts. 4,408 Claude Code, Codex, OpenCode 3 5,303 tok
vijaythecoder/awesome-claude-agents x.com An orchestrated sub agent dev team powered by claude code 4,406 Claude Code 1 2,015 tok
yynxxxxx/Codex-X codex-x.site A cross-platform visual management tool for the OpenAI Codex desktop app/CLI, featuring Pr 4,400 Codex, OpenCode 1 337 tok
nyldn/claude-octopus reddit.com Run multiple AI models against the same research, design, or coding task. Surface disagree 4,388 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,205 tok
CodeGraphContext/CodeGraphContext cgc.codes An MCP server plus a CLI tool that indexes local code into a graph database to provide con 4,378 Cursor 1 —
camunda/camunda camunda.com Agentic Orchestration Platform 4,352 Claude Code, Codex, GitHub Copilot, OpenCode 46 6,991 tok
synthetic-sciences/openscience openscience.sh The open-source AI workbench for scientific research 4,348 Claude Code, Codex, OpenCode 2 3,883 tok
UsefulSoftwareCo/executor executor.sh The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / c 4,341 Claude Code, Codex, OpenCode 2 5,264 tok
algorithmicsuperintelligence/optillm Optimizing inference proxy for LLMs 4,338 Claude Code 1 1,231 tok
rolldown/tsdown tsdown.dev The elegant bundler for libraries powered by Rolldown 4,334 Claude Code, Codex, OpenCode 2 2,618 tok
LycheeOrg/Lychee lycheeorg.dev A great looking and easy-to-use photo-management-system you can run on your server, to man 4,330 Codex, GitHub Copilot, OpenCode 2 4,686 tok
crafter-station/petdex petdex.dev A public gallery of animated pets for Codex, Claude Code, DeepSeek Harness, Hermes, OpenCo 4,328 Claude Code, Codex, OpenCode 6 1,628 tok
composio-community/open-claude-cowork Open Source version of Claude Cowork with 500+ SaaS app integrations 4,311 Claude Code 2 —
httprunner/httprunner httprunner.com HttpRunner is an open-source API/UI testing framework that is easy to use, powerful, highl 4,308 Claude Code 1 1,029 tok
haris-musa/excel-mcp-server excelmcpserver.com Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, 4,278 Claude Code, Codex, OpenCode 2 4,211 tok
davidondrej/skills cloudroom.dev access to david ondrej's personal agent skills 4,261 Codex, OpenCode 1 1,481 tok
kunchenguid/gnhf Before I go to bed, I tell my agents: good night, have fun 4,260 Claude Code, Codex, OpenCode 2 954 tok
arcboxlabs/arcbox arcbox.dev Run AI agents on real and isolated machines — own kernel, filesystem, and network — with < 4,251 Codex, GitHub Copilot, OpenCode 2 6,069 tok
nextdns/nextdns nextdns.io NextDNS CLI client (DoH Proxy) 4,247 Codex, OpenCode 1 941 tok
microsoft/apm microsoft.github.io Agent Package Manager 4,246 Claude Code, Codex, GitHub Copilot 52 11,514 tok
xintaofei/codeg docs.codeg.app Collaborative multi-agent AI coding workspace: aggregate sessions from Claude Code, Codex, 4,245 Claude Code, Codex, OpenCode 2 3,425 tok
foru17/neko-master A modern and elegant dashboard for network traffic visualization and analysis. 4,243 Claude Code, Codex, GitHub Copilot, OpenCode 9 3,328 tok
thinking-machines-lab/tinker-cookbook Post-training with Tinker 4,236 Claude Code, Codex, OpenCode 2 3,441 tok
m1heng/clawdbot-feishu 4,221 Claude Code 4 1,599 tok
flox/flox flox.dev The Deterministic Foundation for your SDLC 4,194 Claude Code, Codex, OpenCode 7 5,681 tok
cloudflare/kumo kumo-ui.com Cloudflare's component library for building modern web applications. 4,182 Claude Code, Codex, OpenCode 2 2,366 tok
txn2/kubefwd kubefwd.com Bulk port forwarding Kubernetes services for local development. 4,179 Claude Code 1 4,517 tok
moonrepo/moon moonrepo.dev A build system and monorepo management tool for the web ecosystem, written in Rust. 4,177 Claude Code, Codex, OpenCode 4 1,278 tok
kagent-dev/kagent kagent.dev Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord 4,165 Claude Code, Codex, OpenCode 4 2,000 tok
tolgee/tolgee-platform tolgee.io Developer & translator friendly web-based localization platform 4,155 Codex, OpenCode 1 2,094 tok
ericc-ch/copilot-api ericc-ch.github.io Turn GitHub Copilot into OpenAI/Anthropic API compatible server. Usable with Claude Code! 4,150 Codex, OpenCode 1 441 tok
groupultra/telegram-search search.lingogram.app 🔍 Export and fuzzy search your Telegram chat history | Export and fuzzy search your Teleg 4,140 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,384 tok
ardanlabs/service ardanlabs.com Starter-kit for writing services in Go using Kubernetes. 4,134 Codex, OpenCode 1 1,002 tok
microfeed/microfeed microfeed.org an agentic cms self-hosted on cloudflare, for podcasts, blogs, photos, videos, documents, 4,134 Claude Code, Codex, OpenCode 2 2,671 tok
apache/tika tika.apache.org The Apache Tika toolkit detects and extracts metadata and text from over a thousand differ 4,130 Codex, OpenCode 1 936 tok
langroid/langroid langroid.github.io Harness LLMs with Multi-Agent Programming 4,126 Claude Code 1 2,620 tok
stickerdaniel/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to 4,119 Claude Code, Codex, OpenCode 8 6,457 tok
nowork-studio/notfair-plugin notfair.co Open-source SEO, GEO, and marketing skills for AI agents. 4,114 Codex, OpenCode 1 2,499 tok
ZToolsCenter/ZTools An open-source implementation of uTools, a high-performance, scalable application launcher 4,109 Codex, OpenCode 1 542 tok
spencermountain/spacetime spacetime.how A lightweight javascript timezone library 4,108 Codex, OpenCode 1 1,064 tok
raullenchai/Rapid-MLX rapidmlx.com Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference se 4,104 Claude Code, Codex, OpenCode 4 3,229 tok