How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Unagi-cq/cdp-bridge-mcp MCP server that bridges clients to a real browser through CDP and a companion extension. 305 Claude Code 1 874 tok
Rudra-ravi/wikipedia-mcp pypi.org A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide 305 Codex, OpenCode 1 119 tok
kitlangton/motel 305 Codex, OpenCode 1 3,617 tok
austintgriffith/ethskills ethskills.com The missing knowledge between AI agents and production Ethereum. 305 Claude Code, Codex, OpenCode 2 6 tok
NVIDIA/cosmos-curator Cosmos Curator is a toolkit for curating physical AI training data. 305 Codex, OpenCode 1 2,019 tok
CodelyTV/agent-harness codely.com Our agent harness: Skills, plugins, hooks, and utilities to improve the quality of your ag 304 Claude Code, Codex, OpenCode 3 280 tok
apache/camel-quarkus camel.apache.org Apache Camel Quarkus 304 Claude Code, Codex, OpenCode 2 3,531 tok
thewaltero/mythos-router mythosrouter.com The leaked Anthropic reasoning protocol. Running locally. Zero-drift coding with Strict Wr 304 Codex, OpenCode 1 2,232 tok
fivetaku/cc101 cc101.axwith.com Claude Code Korean Beginner Guide | Korean Beginner Guide for Claude Code 304 Claude Code 1 1,173 tok
codemie-ai/codemie-code AI Run CodeMie CLI with analytics capabilities 304 Claude Code, Codex, OpenCode 10 4,761 tok
helixnow/deep-student deepstudent.cn An open-source, local-first AI learning workbench 304 Claude Code, Codex 2 —
grafana/skills 304 Claude Code, Codex, OpenCode 1 1,346 tok
byungjunjang/slide-master A workflow for AI agents to create native PPTX files that can be truly edited in PowerPoin 304 Claude Code, Codex, OpenCode 7 3,103 tok
harshalgajjar/Reminal reminal.app Close the lid and walk away — every window, desktop and terminal on your machines, live in 304 Codex, OpenCode 1 1,435 tok
betta-tech/harness-sdd 303 Claude Code, Codex, OpenCode 9 1,769 tok
jlevy/simple-modern-uv A powerful, minimal agent skill and template for modern Python projects with uv 303 Claude Code, Codex, OpenCode 5 765 tok
monarchjuno/vibe-investing Vibe Investing Skill Library 303 Codex, OpenCode 1 319 tok
runtm-ai/runtm runtm.com Open-source sandboxes where coding agents build and deploy. Spin up isolated environments 303 Claude Code 1 1,217 tok
AgriciDaniel/claude-canvas agricidaniel.com AI-orchestrated visual production for Obsidian Canvas. Create presentations, flowcharts, m 303 Claude Code 1 481 tok
chmonitor/chmonitor chmonitor.dev Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index 303 Claude Code, Codex, OpenCode 7 16,347 tok
ttttmr/pi-context blog.xlab.app Letting AI Actively Manage Its Own Context 303 Codex, OpenCode 1 2,320 tok
admica/FileScopeMCP Analyzes your codebase identifying important files based on dependency relationships. Gene 302 Codex, OpenCode 1 2,415 tok
coleam00/remote-mcp-server-with-auth Template for a remote MCP server with GitHub OAuth - following best practices for building 302 Claude Code 1 5,279 tok
HarmonicSecurity/claudit-sec Security audit tool for Claude Desktop and Claude Code on macOS — single-command visibilit 302 Claude Code 1 2,074 tok
dylantmoore/stata-skill Claude Code skill for writing correct, idiomatic Stata code — covers syntax, data manageme 302 Claude Code 1 1,082 tok
blacklanternsecurity/red-run Offensive security toolkit for Claude Code 302 Claude Code 5 2,849 tok
bradautomates/head-of-content Social media content research and marketing skills for Claude Code and Cowork 302 Claude Code 3 1,242 tok
joeseesun/qiaomu-blog-opensource Open-source Cloudflare blog template based on OpenNext, Next.js 16, D1, and R2 302 GitHub Copilot 1 1,073 tok
bdfinst/agentic-dev-team 301 Claude Code 9 3,114 tok
codervisor/leanspec lean-spec.dev Lightweight, flexible Spec-Driven Development (SDD) for modern AI-powered development 301 Claude Code, Codex, OpenCode 9 1,760 tok
kyleturman/home-dashboard A home weather dashboard for e-ink displays 301 Claude Code, Codex, OpenCode 2 1,008 tok
u-ichi/reviewable-html-workbench Claude Code / Codex CLI plugin for generating reviewable HTML documents with preview, inli 301 Claude Code, Codex, OpenCode 3 1,075 tok
ivo-toby/mcp-openapi-server MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource 301 Claude Code, Codex, Cursor, OpenCode 8 2,074 tok
forest0xia/dota2bot-OpenHyperAI steamcommunity.com A beta Dota2 Bot Script aims to provide better bot game experience 301 Claude Code 1 742 tok
pavel-molyanov/molyanov-ai-dev Intent-driven AI-First development methodology for Claude Code and Codex — Project Knowled 301 Claude Code, Codex, OpenCode 17 765 tok
kevinwatt/yt-dlp-mcp A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Langua 301 Claude Code 1 —
gosuda/portal-tunnel gosuda.github.io Publishes localhost services to the agentic web through self-hostable, trustless relays. 301 Codex, OpenCode 1 861 tok
Aboudjem/humanizer-skill humanizer-skill.vercel.app Free, open-source AI writing humanizer and detector. 55 patterns, 5 voices, a 0-100 AI-tel 301 Codex, OpenCode 1 1,673 tok
guaardvark/guaardvark guaardvark.com Self-hosted AI studio on your own GPU: chat with your files (RAG), screen and browser agen 301 Claude Code, Codex, OpenCode 16 953 tok
naodeng/awesome-qa-skills inaodeng.com Bilingual Agent Skills for software testing and QA workflows from requirements through rel 301 Codex, OpenCode 1 3,114 tok
oyorf/person_dashboard Xiaodai AI Workbench 301 Codex, OpenCode 1 340 tok
Swttch/swttch plugins.jetbrains.com Claude Code GUI plugin for JetBrains IDEs. (ex - Claude Code with GUI) 301 Claude Code, Codex, OpenCode 2 10,164 tok
comonicon/Comonicon.jl comonicon.org Your best CLI generator in JuliaLang 301 Codex, OpenCode 1 840 tok
zipxing/rust_pixel Tile-first. Retro-ready. Write Once, Run Anywhere—2D Engine! 300 Claude Code 1 —
asdecided/core asdecided.com Native deterministic engine and read-only MCP server for engineering decisions. 300 Claude Code, Codex, GitHub Copilot, OpenCode 8 11,171 tok
kbanc85/claudia Terminal-based AI chief of staff. Remembers relationships, tracks commitments, helps you t 300 Claude Code 1 5,144 tok
eqtylab/cupcake cupcake.eqtylab.io A native policy enforcement layer for AI coding agents. Built on OPA/Rego. 300 Claude Code, GitHub Copilot 3 12,811 tok
kayba-ai/recursive-improve kayba.ai 🪞 Make your agents recursively self-improve 300 Claude Code, Codex 3 —
The-AI-Alliance/tapestry thealliance.ai Project Tapestry aims to give every nation and participant frontier AI they can call their 300 Codex, GitHub Copilot, OpenCode 2 3,864 tok
mzxrai/mcp-webresearch MCP web research server (give Claude real-time info from the web) 300 Cursor 1 62 tok