How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
gradion-ai/ipybox gradion-ai.github.io Unified execution environment for Python code, shell commands, and programmatic MCP tool c 76 Claude Code, Codex, OpenCode 4 518 tok
eunomia-bpf/MCPtrace MCP server: using eBPF to tracing your kernel 76 Claude Code 1 687 tok
gitmotion/ntfy-me-mcp npmjs.com An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh s 76 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,692 tok
cdeust/Cortex ai-architect.tools Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local M 76 Claude Code 8 400 tok
Hainrixz/skill-vault tododeia.com Your personal skill library for Claude Code. Organize, analyze, and search skills with bui 76 Claude Code 1 2,594 tok
linw1995/nvim-mcp A Model Context Protocol (MCP) server that provides seamless integration with Neovim insta 76 Claude Code 1 787 tok
chrisryugj/archhub-mcp Ministry of Land, Infrastructure and Transport Building HUB → MCP server. Building registe 76 Claude Code 1 1,592 tok
wxkingstar/SpecFusion specfusion.kingstar.xin Search 65,600+ API documents from 20 Chinese open platforms directly in DeepSeek Harness / 76 Claude Code, Codex, OpenCode 2 2,429 tok
AgriciDaniel/youtuber agricidaniel.github.io A source-cited YouTube brain: creator growth & strategy, the developer API, and paid adver 76 Claude Code, Codex, Gemini CLI, OpenCode 3 403 tok
calesthio/PhantomReach Free, open-source local business intelligence audits for marketers and agencies. Run on yo 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,139 tok
reflex-search/reflex rfx-search.dev Reflex - The instant, code-aware local search engine. 76 Claude Code 1 13,376 tok
rysweet/amplihack rysweet.github.io Framework for agentic coding supporting many popular agent coding tools. 76 Claude Code 7 —
AutomatosAI/automatos-ai automatos.app The open-source AI Operating System — run a workforce of AI agents on your own machine. An 76 Claude Code, Codex, OpenCode 9 4,322 tok
osanoai/multicli Gemini, Codex, Claude, and OpenCode all in a single MCP tool for use by any coding agent. 76 Claude Code, Codex, Gemini CLI, OpenCode 3 1,485 tok
petarzarkov/dunx dunx.win fastest web DI framework. NestJS-style structure at Bun speed. Constructor DI with no refl 76 Claude Code 10 2,725 tok
coda0HQ/open-artifacts Open-source, self-hosted Claude Code Artifacts on Cloudflare — publish, password-protect, 75 Claude Code, Codex, OpenCode 6 715 tok
sbusso/claude-workflow dotclaude.com Claude Code configuration for SDLC guidance 75 Claude Code 12 2,358 tok
misterboe/strapi-mcp-server 75 Claude Code 1 1,061 tok
get-Lucid/Lucid getlucid.tech An intelligence layer grounding autonomous agents in verified, real-time knowledge at scal 75 Claude Code 1 267 tok
oculus-samples/Unity-AppSpaceWarp Application SpaceWarp showcase demonstrating how developers can generate only every other 75 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,063 tok
DataZooDE/flapi flapi.io API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build 75 Claude Code, Codex, OpenCode 2 15,713 tok
oprogramadorreal/optimus-claude Primes your project for peak Claude Code performance 75 Claude Code, Codex, OpenCode 4 79 tok
tafsircenter/tafsir-mcp tafsir.net Scholarly MCP server for the Holy Quran with 5 classical tafsirs and word-level linguistic 75 Claude Code 1 1,237 tok
omergocmen/CrewCtl Claude Code, Codex CLI, Gemini CLI ve diğer yapay zekâ destekli coding agent’larını tek me 75 Claude Code, Codex 4 —
ZaneL1u/cloud-cli-proxy zanel1u.github.io A more powerful Claude Code wrapper that uses containerization to make you appear genuinel 75 Claude Code, Codex, OpenCode 6 6,222 tok
actava-ai/chi-bench actava.ai Χ-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows 75 Claude Code, Codex, OpenCode 2 5,110 tok
timholy/claude_config Configuration files for claude code 75 Claude Code 1 1,716 tok
dallay/agentsync dallay.github.io A fast, portable CLI tool for synchronizing AI agent configurations across multiple AI cod 75 Claude Code, Codex, OpenCode 14 6 tok
PriorLabs/relarena arxiv.org Open and Reproducible Benchmarking for Relational Learning 75 Claude Code, Codex, OpenCode 2 1,726 tok
ScrapeGraphAI/just-scrape scrapegraphai.com CLI for AI-powered web scraping, structured data extraction, web search, multi-page crawli 75 Claude Code 2 169 tok
Ranork/remnus-app remnus.com MCP Native Workspace (Databases, pages, kanbans, calendars etc.) 75 Claude Code 1 226 tok
gbmhunter/blog blog.mbedded.ninja The repo backing the blog.mbedded.ninja website. 75 Claude Code 10 2,897 tok
ktnCodes/icm-template A model-agnostic template for organizing AI workflows using folder structure — based on th 75 Claude Code 1 444 tok
LeadMagic/gtm-skills leadmagic.io GTM agent skills for Claude Code, Codex, and GitHub Copilot: sales, marketing, SEO, RevOps 75 Claude Code, Codex, OpenCode 2 10,561 tok
decider/claude-hooks Comprehensive hooks for Claude Code to enforce clean code practices and automate workflows 75 Claude Code 5 445 tok
revfactory/claude-code-guide hellovibe.io Vibe coding with Claude Code 75 Claude Code 1 325 tok
9thLevelSoftware/Daem0n-MCP Persistent memory, decision-making, and governance for AI agents 75 Claude Code, Codex, OpenCode 8 1,459 tok
MrLesk/agents-council agents-council.com Agent-to-Agent MCP communication tool for feedback requests 75 Claude Code, Codex, Gemini CLI, OpenCode 5 482 tok
CaesiumY/ko-design-md getdesign.kr An open catalog of Korean brand design systems organized in Stitch v0.1 Markdown — an open 75 Claude Code, Codex, OpenCode 2 2,212 tok
OpenCoven/coven opencoven.ai Local-first runtime for project-scoped AI coding-agent sessions, with durable state, autho 75 Claude Code, Codex, OpenCode 2 3,505 tok
Checklist-Design/skills 75 Claude Code 1 —
gobifrost/bifrost gobifrost.com Bifrost Integrations is an open-source automation platform designed to democratize best-in 75 Claude Code, Codex, OpenCode 17 16,469 tok
luojiahai/code-by-wire cbw.liyu.dev Pilot coding agents (Claude Code, Codex) and monitor their telemetry from one cockpit. 74 Claude Code, Codex, OpenCode 3 1,157 tok
somnus0x/agt-skill-pack 74 Claude Code, Codex, OpenCode 2 981 tok
cottongeeks/ytt-mcp MCP server to fetch YouTube transcripts 74 Claude Code 1 532 tok
corezoid/corezoid-ai-plugin corezoid.com Corezoid AI plugin marketplace for Claude Code and Codex: product knowledge, workflow skil 74 Claude Code 1 3,436 tok
ukkit/memcord 🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summariz 74 Claude Code 20 —
edutrul/drupal-ai eduardotelaya.com Drupal AI skills, agents, rules, hooks, commands for claude, codex, etc. 74 Claude Code 2 —
bjia56/cosmotop Multiplatform system monitoring tool using Cosmopolitan Libc 74 Claude Code 1 1,309 tok
tranhieutt/software_development_department Software Development Department 74 Claude Code, Codex, OpenCode 10 2,464 tok