How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
mizchi/ai-coding-guide-202507 142 Claude Code 1
LKbaba/Gemini-mcp MCP server implementation for Google's Gemini API 142 Claude Code 1 841 tok
plustar35/echo-reading A notebook skeleton for reading a book deeply with Claude Code—an immersive conversational 142 Claude Code, Codex, OpenCode 8 3,438 tok
Haaaiawd/ANWS 🚀 A spec-driven workflow framework for AI-assisted development. Empowers prompt engineers 142 Codex, OpenCode 1 2,039 tok
vogler75/monster-mq monstermq.com MonsterMQ is a MQTT broker built on Vert.X and Hazelcast with data persistence through Pos 142 Claude Code, Codex, OpenCode 7 3,789 tok
zhu1090093659/minister Put Claude Code and Codex into Feishu to give your team an all-purpose colleague. 142 Claude Code 1
Gentleman-Programming/gentleman-architecture-agents 🏗️ Claude Code agents that enforce the Scope Rule architectural pattern for Angular, Next 142 Claude Code 4
ntorga/agent-starter-kit The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) . 142 Codex, OpenCode 1 2,587 tok
AHepi/DeepReason 142 Claude Code 27 12,033 tok
Archeb/peer.as peer.as PEER.AS — explore global BGP routing, IP prefixes, ASNs, AS_PATH, origins and peering. 142 Codex, OpenCode 1 7,396 tok
goodfire-ai/param-decomp Parameter Decomposition 142 Claude Code 1 716 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 142 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok
rookedsysc/kanvibe Keyboard-first desktop Kanban workspace for AI coding agents with embedded terminals, git 142 Claude Code 2 1,659 tok
docglow/docglow docglow.com Modern documentation site generator for dbt Core — lineage explorer, health scoring, full- 142 Claude Code 1 1,633 tok
spearchucker667/kimiko moonshot.ai Bypass all api restraints within Kimi-CLI 142 Codex, OpenCode 1 1,096 tok
GenOrca/unreal-mcp Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python and C++ for 142 Claude Code 1 2,258 tok
mrmidi/ASFireWire DriverKit OHCI FireWire Host Controller for macOS 142 Claude Code, Codex, Gemini CLI, OpenCode 3 6,195 tok
rustfs/cli A S3-compatible command-line client written in Rust. 142 Codex, OpenCode 1 2,685 tok
nicoverbruggen/kobopatch-webui kp.nicoverbruggen.be Customise your Kobo from the browser. Easily install NickelMenu, NickelClock, KOReader, fo 142 Codex, OpenCode 1 6,344 tok
ningzimu/awesome-ai-ppt ningzimu.github.io A curated list of AI PPT, PowerPoint automation, PPTX editing, and slide workflow tools. 142 Codex, OpenCode 1 738 tok
BofAI/skills bankofai.io BANK OF AI Skills 142 Codex, OpenCode 1 2,278 tok
PNGTRID/AnvilWiki ⚒️ Open-source game wiki template. Astro + Cloudflare Pages. Free, fast, beginner-friendly 142 Codex, OpenCode 1 17,275 tok
baruchiro/paperless-mcp An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. Th 142 Claude Code 1 4,543 tok
luyike221/xiaohongshu-mcp-python xiaohongshu-mcp-python is a content publishing automation tool for Xiaohongshu built with 142 GitHub Copilot 1 574 tok
calebl/ynab-mcp-server Model Context Protocol for YNAB (you need a budget) 141 Claude Code 1 819 tok
TrNgTien/vfs vfs-site.netlify.app Reduce AI agent token usage by 98% via Virtual Function Signatures. MCP server for Cursor 141 Codex, OpenCode 1 3,334 tok
NikiforovAll/claude-code-rules nikiforovall.blog Learn practical techniques to enhance your AI-assisted development workflow with Claude Co 141 Claude Code 2 401 tok
ariel-frischer/autospec ariel-frischer.github.io CLI for streamlined spec-driven development 141 Claude Code, Codex, OpenCode 11 5,676 tok
NickCirv/engram The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, 141 Claude Code, Cursor 2 1,893 tok
joa23/linear-cli A token-efficient CLI for Linear 141 Claude Code, Codex, OpenCode 8 3,177 tok
owenHochwald/volt High-performance, concurrent, terminal-based HTTP client 141 Codex 1
agi-inc/claude-web 141 Claude Code 1 2,149 tok
danielwpz/pokoclaw The claw that actually ships 🚀 141 Codex, OpenCode 1 2,502 tok
Selekkt/skelet selekkt.dk Skelet.css a contemporary CSS framework. The basics to get started. 141 Codex, OpenCode 1 960 tok
haojing8312/WorkClaw 141 Claude Code, Codex, OpenCode 27 12,441 tok
youngde811/Lisa A production-quality expert-system shell, written in thoroughly modern Common Lisp. 141 Claude Code 1 2,440 tok
ThemeParks/parksapi Backend library to fetch live theme park data 141 Claude Code, GitHub Copilot 2 5,386 tok
foxj77/claudectx Fast way to switch between Claude Code configuration profiles 141 Claude Code 1 1,034 tok
burkeholland/max Personal AI daemon built on the GitHub Copilot SDK — control via Telegram or terminal 141 GitHub Copilot 1 187 tok
RapidAI/MaClaw maclaw.top A next-generation enterprise and self-evolving intelligent agent platform (GUI/TUI/Service 141 Claude Code, Codex, Kiro 4 4,036 tok
alejandroll10/idea-evaluation-pipeline 8-step pipeline for evaluating PhD research ideas to top-3 finance journal quality. Works 141 Claude Code, Codex, OpenCode 2 1,672 tok
mazrean/kessoku Next-generation google/wire with parallel dependency injection for Go 141 Claude Code, Codex, OpenCode 2 2,025 tok
veniceai/skills Agent Skills for the Venice.ai API. One folder per surface area, each with a SKILL.md for 141 Codex, OpenCode 1 307 tok
jolliai/jolliai jolli.ai Jolli Memory automatically turns your AI coding sessions into structured development docum 141 Claude Code, Codex, OpenCode 2 25,790 tok
TradingGoose/TradingGoose-Studio tradinggoose.ai Build your own AI investment system 141 Claude Code, Codex, OpenCode 2 422 tok
chicogong/html-tools tools.realtime-ai.chat 🛠️ 1088+ pure frontend online tools | Single file · Zero build · Offline-ready · Privacy- 141 Claude Code 1 1,118 tok
herald-email/herald-mail-app Herald is a terminal email client and inbox cleanup tool with IMAP, AI-assisted triage, MC 141 Claude Code, Codex, OpenCode 8 10,502 tok
benedict2310/TelePi futurelab.studio Telegram bridge for the Pi coding agent — continue sessions from your phone with voice, im 141 Codex, OpenCode 1 1,049 tok
MattDevy/pi-extensions mattdevy.github.io A set of pi-extensions, including pi-continuous-learning that continually improves you pi 141 Claude Code, Codex, OpenCode 2 1,648 tok
Jahrome907/minecraft-agent-skills Minecraft AI agent skills and dual-target plugin bundle for Codex and Claude Code. 141 Claude Code, Codex, OpenCode 14 315 tok