How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
t41372/skit t41372.github.io A terminal script manager and launcher — Put any script, prompt, or program in one library 6 Claude Code, Codex, OpenCode 2 3,163 tok
benelser/docent Point it at anything — a codebase, a PR, an essay, a paper, a URL — and get back a narrate 6 Codex, OpenCode 1 2,611 tok
Andamio-Platform/coach 6 Claude Code, Codex, OpenCode 2 1,434 tok
MiaoDX/roboclaws Visible AI-driven robotics demos powered by VLM policies, MCP skills, and AI coding agents 6 Claude Code, Codex, OpenCode 2 2,251 tok
happy520ai/unified-ai-system happy520ai.github.io Public Preview: self-hosted, protocol-first AI gateway and agent control plane for OpenAI, 6 Codex, OpenCode 1 1,642 tok
magnus919/hermes-droid Standalone Agent Skill for delegating coding work to Factory Droid 6 Codex, OpenCode 1 366 tok
chenyuxiaojin/xiaochen-skills blog.xiaochens.com 17 Claude Code plugins / 19 skills for video, publishing, Obsidian, GEO and real content w 6 Claude Code, Codex, OpenCode 2 1,593 tok
hampsterx/claude-mcp-bridge MCP server bridging Claude CLI to Codex, Cursor - queries, and search with hardened subpro 6 Codex, OpenCode 1 2,487 tok
jacksenechal/scan-mcp MCP server for scanning (image capture/multipage assembly) 6 Claude Code, Codex, OpenCode 3 327 tok
mfdaves/okf-mcp OKF (v0.2) MCP server. 6 Codex 1
iannuttall/skills Agent skills for Codex, Claude Code and other coding agents. 6 Claude Code, Codex, OpenCode 2 1,022 tok
nijanthan-dev/taxmate-australia Prep-only Australian individual tax return plugin and portable skills for Codex, Claude Co 6 Codex, OpenCode 1 2,352 tok
disk0Dancer/climate disk0dancer.github.io mcp or rest? cli! 6 Claude Code, Codex, OpenCode 2 886 tok
nklisch/skilltap skilltap.dev An easy way for agents to help people manage Claude Code and Codex plugins. 6 Claude Code, Codex, OpenCode 2 1,310 tok
dgenio/ChainWeaver Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictab 6 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,086 tok
Kocal/symfony-contribution-skills symfony.com IA skills for contributing to the Symfony framework & related packages 6 Codex, Gemini CLI, OpenCode 2 1,042 tok
dzivkovi/video-intel Gemini watches your YouTube channels: mind maps, transcripts that include what was on scre 6 Claude Code, Codex, OpenCode 2 278 tok
Stronger197/douchebag Turns your coding agent into a loud vulgar gym-bro chad. 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,122 tok
onflow/flow-ai-tools flow.com Flow AI Tools. Free Claude Code plugin for Flow with 11 specialist skills. Build and ship 6 Claude Code, Codex, OpenCode 2 1,600 tok
NexaDuo/mARC marc.nexaduo.com mARC · Multi-Agent Relay Control — an installable AI engineering team for Claude Code. A t 6 Claude Code, Codex, OpenCode 2 2,461 tok
KevinZai/commander commanderplugin.com CC Commander — Master Claude Code instantly. The Fable Method: 12 enforceable gates so any 6 Claude Code, Codex, Cursor, OpenCode 5 9,071 tok
rchaz/tunelab Claude Code plugin for LLM fine-tuning, distillation, and evaluation — decide whether you 6 Codex, OpenCode 1 1,026 tok
isaacriehm/cairn Persistent ground truth for Claude Code. Stop AI agents from drifting on your codebase. 6 Claude Code, Codex, OpenCode 2 2,192 tok
jontsai/claude-plugins Curated Claude Code plugins for research, productivity, and development workflows 6 Claude Code, Codex, OpenCode 2 715 tok
mzored/init-deep AI documentation generator for Claude Code, Cursor, Copilot, Gemini CLI, Codex, Windsurf, 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,843 tok
lteawoo/TokenMeter Local-first desktop app for monitoring Codex usage across your sessions, workspaces, and p 6 Codex 1
NathanZane/codex-mobile Remote-control Codex from Discord, with mirrored conversations, approvals, queueing, and s 6 Codex, OpenCode 1 2,561 tok
noxgle/term_agent Linux terminal agent – Your personal AI assistant, living and breathing directly in your L 6 Codex, OpenCode 1 607 tok
softcane/codex-blackbox Codex CLI session supervision: see failed or incomplete turns, token use, model changes, c 6 Codex, OpenCode 1 1,559 tok
greglas75/zuvo zuvo.dev Auto-activating, multi-agent skill ecosystem for Claude Code, Codex, and Cursor. 51 skills 6 Claude Code, Codex, Gemini CLI, OpenCode 3 5,672 tok
leejpsd/nextjs-cache-handler Redis cache handler for Next.js 16 — supports both cacheHandler (ISR) & cacheHandlers ('us 6 Codex, OpenCode 1 496 tok
onorbumbum/sand onuruzunismail.com Sand is a Swift CLI for Apple silicon Macs. It creates small named Linux environments. Eac 6 Codex, OpenCode 1 2,293 tok
wei-b0/codexbar-lite getcodexbar.xyz A tiny native macOS menu bar app for monitoring Codex usage - no browser extensions, no Ch 6 Codex, OpenCode 1 914 tok
elastic/jingra Competitive Benchmarking Framework 6 Claude Code, Codex, OpenCode 2 390 tok
narumiruna/ly-mcp 6 Codex, OpenCode 1 748 tok
sreyas-endor/observatory 6 Codex, OpenCode 1 1,389 tok
davidmosiah/polar-mcp wellness.delx.ai Unofficial local-first Polar AccessLink Dynamic API v4 MCP server for AI agents 6 Codex, OpenCode 1 150 tok
sandraschi/godot-mcp Godot 4 automation via FastMCP — scene/mesh/PBR/particles, STL import, HTML5 export. For C 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,397 tok
vassiliylakhonin/agenda-intelligence-md pypi.org Deterministic evidence-packet linter for claim-backed AI output. Reports packet completene 6 Claude Code, Codex, OpenCode 2 3,642 tok
RonaldBunk/minestom-mcp ronaldbunk.me A stdio MCP server for Minestom, implemented with the Model Context Protocol SDK and TanSt 6 Claude Code, Codex, OpenCode 2 379 tok
GeckoVision/gecko-surf docs.geckovision.tech The knowledge graph for APIs your agent can trust. Maps any API — even messy, paywalled, o 6 Claude Code, Codex, OpenCode 2 538 tok
brainOS-HQ/brain-os brainos-hq.com Local-first MCP memory server for operational project state: decisions, blockers, plans, p 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,217 tok
peter-gy/anywidget-mcp peter-gy.github.io 🧩 Turn Python AnyWidgets into interactive, composable MCP Apps 6 Claude Code, Codex, OpenCode 2 2,995 tok
VitalyOstanin/youtrack-mcp MCP server for YouTrack: issues, attachments, work items, time reports, knowledge base 6 Claude Code, Codex, OpenCode 2 4,661 tok
netixc/stremio-mcp pypi.org Python MCP server for TMDB search, Stremio library management, and Android TV playback/con 6 Claude Code, Codex, OpenCode 2 1,409 tok
krimto-labs/krimto krimto.com Open-source team memory layer for AI coding agents — markdown files in git, user→team→org 6 Claude Code, Codex, Gemini CLI, OpenCode 3 915 tok
RyanCardin15/Perigee-Tides 6 Claude Code, Codex, OpenCode 2 2,239 tok
louisbrulenaudet/bodyboard Canonical instructions for coding assistants from a single AGENTS.md ✨ 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,604 tok
singhpratech/notepatra notepatra.org Native C++/Rust code editor for the AI era — Linux/macOS/Windows, ~12 MB bare binary, 238 6 Codex, OpenCode 1 680 tok
spuentesp/lain High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius 6 Codex, GitHub Copilot, OpenCode 2 1,844 tok