How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
egebese/dataseo-mcp suparank.io A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get ba 192 Claude Code, Codex, OpenCode 2 1,069 tok
sibartlett/Geo nuget.org A geospatial library for .NET 192 Claude Code, Codex, OpenCode 4 3,083 tok
havingautism/Codemini-CLI Terminal-first AI workspace with coding agents, workflows and built-in web UI. 192 Codex, OpenCode 1 697 tok
Intina47/context-sync Local persistent memory store for LLM applications including continue.dev, cursor, claude 192 Codex, OpenCode 1 449 tok
R44VC0RP/opencode.cafe opencode.cafe A plugin and extension cafe for OpenCode. 192 Codex, OpenCode 1 1,823 tok
colophon-group/jobseek jseek.co Monitors company career pages for new job postings and surfaces them in a single dashboar 192 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,679 tok
Utopia-V/mixagents Harness-native agent components for Codex and Pi: a DeepSeek V4 Flash subagent and a DSH M 192 Codex, OpenCode 3 112 tok
lennney/mcp-slim-guard take-a-deep-breath0.com Context compression for MCP. Same upstream call, exact results recoverable. 192 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,224 tok
ffroliva/gflow-cli ffroliva.github.io Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched an 192 Claude Code, Codex, GitHub Copilot, OpenCode 22 10,900 tok
sandbaseai/deepseek-harness-handbook sandbaseai.github.io Agent-first DeepSeek Harness handbook: 173 source-backed runtime, plugin, MCP, sandbox, ev 192 Codex, OpenCode 1 1,999 tok
fancyboi999/open-tag getopentag.com Open-source, self-hostable alternative to Claude Tag — a Slack-style workspace where your 191 Claude Code, Codex, OpenCode 5 3,877 tok
utilForever/baba-is-auto utilforever.github.io Baba Is You simulator using C++ with some reinforcement learning 191 Codex, OpenCode 1 1,680 tok
hexianWeb/Third-Person-MC third-person-mc.vercel.app Three.js web version Minecraft in browser 191 Claude Code, Codex, Cursor, OpenCode 15 2,908 tok
Samsung/tizen-docs samsungtizenos.com This project is for writing Tizen documents for platform and application developers. The d 191 Claude Code, Codex, OpenCode 2 612 tok
narumiruna/yfinance-mcp 191 Claude Code, Codex, GitHub Copilot, OpenCode 3 661 tok
shizhilya/yuan Yuan (元) — a unified destiny-reading skill for Codex, Claude Code, and Agent Skills runtim 191 Codex, OpenCode 1 216 tok
iusztinpaul/squid The Software Factory 191 Claude Code, Codex, OpenCode 2 2,667 tok
Helweg/open-codebase-index Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP host 191 Codex, OpenCode 1 4,107 tok
TauCetiProject/TauCeti taucetiproject.github.io An AIs-welcome Lean library downstream of Mathlib: AI handle the implementation and review 191 Codex, OpenCode 1 1,483 tok
arc-mcp/arc-1 docs.arc-1-mcp.com 191 Claude Code, Codex, OpenCode 12 13,238 tok
alvarolorentedev/opencode-mobile getopencode.app Mobile app to interact with the opencode server. 191 Codex, OpenCode 1 1,310 tok
morluto/jacobian Composable mathematics tools for agents 191 Claude Code, Codex, OpenCode 11 1,156 tok
zhe-qi/clhoria-template Production-ready Hono backend template that doubles as an AI agent harness — providing fee 190 Claude Code, Codex, OpenCode 2 2,478 tok
FrkAk/piyaz piyaz.ai The agentic workspace where people and agents work together in the loop. 190 Codex, OpenCode 1 788 tok
iannuttall/unclaimed Find and track available single-word domains from your terminal. 190 Claude Code, Codex, OpenCode 2 498 tok
Lifecycle-Innovations-Limited/claude-ops Business operating system for Claude Code — 57 skills, 21 agents, smart daemon. Unified in 190 Codex, OpenCode 1 285 tok
techygarg/lattice techygarg.github.io Install engineering discipline into any AI coding assistant. Composable skills for design, 190 Claude Code, Codex, OpenCode 3 148 tok
realchendahuang/FlareMo A Cloudflare-native personal knowledge management system with a Memos-compatible API. 190 Codex, OpenCode 1 1,758 tok
CortexPrism/cortex cortexprism.io CortexPrism — open-source AI agent operating system 189 Claude Code, Codex, GitHub Copilot, OpenCode 3 14,058 tok
microsoft/v8-jsi React Native V8 JSI adapter 189 Claude Code, Codex, OpenCode 2 2,772 tok
apache/camel-spring-boot camel.apache.org Runs Camel on Spring Boot and provides starters for Camel components 189 Claude Code, Codex, OpenCode 2 6,010 tok
softpudding/OpenBrowser A visual AI assistant powered by Qwen3.5 for browser automation 189 Codex, OpenCode 1 9,232 tok
lylo/pagecord pagecord.com Blog without the slog 189 Claude Code, Codex, OpenCode 7 5,775 tok
mag123c/toktrack npmjs.com Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code) 189 Claude Code, Codex, OpenCode 11 746 tok
fitchmultz/pi-codex-goal Codex-style goal tracking and continuation for pi. 189 Codex, OpenCode 1 637 tok
autohandai/code-cli autohand.ai Autohand Code CLI - Ultra fast self evolving coding agent that runs in your terminal 189 Codex, OpenCode 1 1,679 tok
weijiafu14/pi2dsh Bridge the Pi and DeepSeek Harness ecosystems: one Pi Host ABI runs unmodified Pi extensio 189 Claude Code, Codex, OpenCode 2 15,127 tok
Ivy-Interactive/Ivy-Tendril ivy.app AI agents can now write 99% of the code. This changes what it means to be a developer. Our 189 Claude Code, Codex, OpenCode 6 226 tok
dualverse-ai/station dualverse.ai The Station is an open-world multi-agent environment where AI agents pursue autonomous sci 189 Claude Code, Codex, Gemini CLI, OpenCode 3 7,604 tok
anomalyco/hex hex.kitlangton.dev Local-first voice dictation for macOS. Hold a shortcut, speak, and paste into any app. Nat 189 Codex, OpenCode 1 7,439 tok
Azure/gpt-rag-ingestion The GPT-RAG Data Ingestion service automates processing of diverse documents—PDFs, images, 189 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,887 tok
pi0/skillman 🤹 Manage project skills and lock them in skills.json 188 Claude Code, Codex, OpenCode 2 1,383 tok
rimzzlabs/website rimzzlabs.com rimzzlabs' personal website built with Astro. it's small but nice 188 Claude Code, Codex, OpenCode 9 2,093 tok
beam-cloud/airstore airstore.ai The filesystem for AI agents 188 Codex, OpenCode 1 1,047 tok
tokencanopy/e2a e2a.dev Open-source email API for applications and AI agents. Managed hosting at e2a.dev, or self- 188 Claude Code, Codex, OpenCode 2 7,054 tok
oasm-platform/open-asm oasm.dev AI-powered open-source platform for Attack Surface Management (OASM) 188 Claude Code, Codex, OpenCode 24 2,696 tok
derv82/wifit3 Wifite but USB-only & cross-platform. 188 Claude Code, Codex, OpenCode 3 1,643 tok
yaalalabs/agent-kernel kernel.yaala.ai The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Comp 188 Claude Code, Codex, OpenCode 19 2,849 tok
liyupi/openclaw-guide clawfather.cn Open-source OpenClaw Chinese documentation site and guide, supporting installation and dep 187 Codex, OpenCode 1 589 tok
toolsdk-ai/toolsdk-mcp-registry toolsdk.ai MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Struc 187 Codex, OpenCode 1 204 tok