How real projects configure their agents

24,785 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
benjaminkomen/TibiaWikiApi Expose data from TibiaWiki with a REST API 41 Codex, OpenCode 1 2,541 tok
KasarLabs/cairo-coder cairo-coder.com Vibe. Prove. Verify. 41 Claude Code, Codex, OpenCode 4 1,560 tok
smilezheng/gojaja Agent-agnostic file-system coordination layer for multi-LLM-agent collaboration (Codex / C 41 Codex, OpenCode 1 1,060 tok
Senuto/nodeshub-seo-skills 41 Claude Code, Codex, OpenCode 21 3,027 tok
eqtylab/real-a2a p2p is all you need 41 Codex 1 —
kargnas/vscode-ext-tmux-worktree Let's work on 5 projects in parallels 41 Claude Code, Codex, OpenCode 2 4,162 tok
yusong652/flac-mcp pypi.org MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural 41 Claude Code, Codex, Gemini CLI, OpenCode 3 3,549 tok
Exadra37/ai-intent-driven-development AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Co 41 Codex, OpenCode 1 1,959 tok
permacommons/chabeau OpenAI-API compatible terminal chatbot and MCP client in Rust 41 Codex, OpenCode 1 506 tok
ericmjl/skills 41 Codex, OpenCode 1 393 tok
TheMattBerman/landing-page-factory Strategy-first landing page generation kit for Claude Cowork & OpenClaw. Extract, route, w 41 Codex, OpenCode 1 1,233 tok
enowdev/enowx-rag RAG Skill and MCP for AI agents for codebase indexing and memory 41 Claude Code, Codex, OpenCode 2 2,238 tok
dmmulroy/opensrc-mcp MCP server for fetching and querying dependency source code 41 Codex, OpenCode 1 907 tok
gabriel-dehan/claude_hooks A Ruby DSL for creating Claude Code hooks 41 Claude Code, Codex, OpenCode 3 466 tok
IvyYang1999/swob swob.app Local-first git graph and session debugger for Claude Code, Codex, Cursor, OpenCode, and 7 41 Claude Code, Codex, OpenCode 2 1,788 tok
mafzaal/d365fo-client thedataguy.pro A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & 41 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,837 tok
verygoodplugins/robinhood-mcp Read-only MCP server for Robinhood portfolio research 41 Claude Code, Codex, OpenCode 2 3,417 tok
retracesoftware/retracesoftware retracesoftware.com Turn failed Python tests and CI runs into replayable debug sessions. 41 Codex, OpenCode 4 3,578 tok
MarceloCaporale/codex-agent-mem marcelocaporale.github.io Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, 41 Codex, OpenCode 1 1,043 tok
GitGuardian/ggmcp gitguardian.com MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 41 Claude Code, Codex, OpenCode, Windsurf 5 2,572 tok
ChronoAIProject/NyxID nyxid.ai Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies request 41 Claude Code, Codex, OpenCode 2 42,999 tok
feritzcan2/termloop termloop.ai AI terminal for coding agents: run Claude Code, Codex, and shells side by side on your com 41 Claude Code, Codex, Gemini CLI, OpenCode 4 2,622 tok
Azure-Samples/claude learn.microsoft.com Deploy Anthropic Claude on Microsoft Foundry with `azd up` (Bicep or Terraform) and call i 41 Codex, GitHub Copilot, OpenCode 2 2,843 tok
plausibleventures/lattice lattice.plausible.ventures Isometric games made easy — an agentic game kit. 12 agent skills over 9 zero-dependency Ty 41 Claude Code, Codex, OpenCode 2 3,158 tok
chrisgleissner/c64bridge MCP server to control and program the Commodore 64 Ultimate, Ultimate 64, Ultimate II, or 41 Claude Code, Codex, GitHub Copilot, OpenCode 27 4,359 tok
Nagarjuna2997/ios-agent-skill nagarjuna2997.github.io Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold a 41 Claude Code, Codex, Gemini CLI, OpenCode 7 5,145 tok
kage-core/Kage kage-core.com Persistent, verified memory for coding agents — so they stop re-explaining your codebase a 41 Claude Code, Codex, OpenCode 2 2,407 tok
rhein1/agoragentic-integrations agoragentic.com Public adapters and discovery catalog for Triptych OS (Agent OS): agent frameworks, MCP/A2 41 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,303 tok
PangenomeAI/academic-skills-food-nutrition Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, 41 Codex, OpenCode 1 2,174 tok
ricardocabral/icuvisor icuvisor.app Open-source local MCP connector for intervals.icu (Go binary) 41 Claude Code, Codex 2 2,673 tok
glebis/humane-agentic-design humane.salient.community Humane Agentic Design — a human-centric design method cycle for people and agents 41 Claude Code, Codex, OpenCode 2 109 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 41 Claude Code, Codex, Gemini CLI, OpenCode 3 4,775 tok
kirill-markin/expense-budget-tracker expense-budget-tracker.com Self-hosted open-source personal finance expense and budget tracker with balances, transfe 41 Claude Code, Codex, OpenCode 2 3,104 tok
jeffton/batty batty.run PWA built on Pi coding agent 41 Codex, OpenCode 1 591 tok
DemoMacro/office-open office-open.com Create Word, Excel, and PowerPoint files (.docx, .xlsx, .pptx) from plain JSON or fully ty 41 Claude Code, Codex, OpenCode 2 3,467 tok
mxrsv/spacevibe-deck deck.spacevibe.dev SpaceVibe Deck — a minimal macOS terminal for AI agent CLIs 41 Claude Code, Codex, OpenCode 8 7,178 tok
j5ik2o/oni-comb-rs A parser-monad combinator library for Rust — named after Oni-Kombu (鬼昆布) 41 Claude Code, Codex, Gemini CLI, OpenCode 36 7,758 tok
quazardous/nelson-mcp LibreOffice MCP Server — turn your open documents into tools for Claude, ChatGPT and any M 41 Codex, OpenCode 1 3,448 tok
igorls/context-builder Fast Rust CLI that packs a codebase into one LLM-friendly markdown file 41 Codex, OpenCode 1 2,346 tok
easyhooon/dari easyhooon.github.io Inspect WebView bridge messages in Android and iOS apps in real time, inspired by Chucker. 41 Claude Code, Codex, OpenCode 5 1,061 tok
putervision/vision-memory-mcp visionmemorymcp.com Persistent visual cache for LLM-driven software development. Caches screenshots using perc 40 Claude Code, Codex, GitHub Copilot, Windsurf 10 45,077 tok
lkuczborski/Codeck codeck-app.com Native macOS Markdown presentation maker for teaching and running live Codex prompting wor 40 Codex, OpenCode 1 612 tok
sous-chefs/nfs supermarket.chef.io Development repository for the nfs cookbook 40 Codex, OpenCode 1 387 tok
jerelvelarde/Generative-UI-Global-Hackathon-Starter-Kit 40 Claude Code, Codex 11 —
modakbul-gongbang/chromux The only browser tool your agent needs. Real Chrome, in your agent's hands - its own priva 40 Claude Code, Codex, OpenCode 2 1,425 tok
truss44/mcp-crypto-price A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via 40 Codex, OpenCode 1 391 tok
mpazik/Binder binder.do Headless knowledge base with bidirectional Markdown sync 40 Codex, OpenCode 1 655 tok
Fromsko/siyuan-mcp-server Model Context Protocol server providing Siyuan Notes integration for Claude Desktop 40 Codex, OpenCode 1 758 tok
hoangnb24/better-agents-md 40 Codex, OpenCode 1 2,824 tok
adonyssantos/dotsync ⚙️ Sync your git & shell dotfiles across machines with a Git repo + symlinks. Zero depende 40 Codex, OpenCode 1 772 tok