How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
fjlaubscher/depot godepot.dev depot is a free and open-source Warhammer 40,000 companion app 15 Claude Code, Codex, Gemini CLI, OpenCode 3 1,381 tok
talmago/fast_gliner pypi.org Fast ONNX inference for GLiNER, GLiClass, GLiFormer, and System One — Python API, Rust run 15 Codex, OpenCode 1 978 tok
14H034160212/AlphaTrader SerenityTrader Pro is an automated AI trading system with a Python/FastAPI backend, HTML/J 15 Claude Code 2 —
tobert/otel-cli OpenTelemetry command-line tool for sending events from shell scripts & similar environmen 15 Codex, OpenCode 1 2,448 tok
databricks-solutions/genie-code-skills-demo databricks.com Example Genie Code skills, custom instructions, and MCP setup for enforcing enterprise dat 15 Codex, OpenCode 1 599 tok
4NaNBo1/psd-to-figma Please star! A high-quality local plugin for quickly converting between Figma / MasterGo a 15 Claude Code, Cursor 3 2,697 tok
RuochenLyu/x2markdown chromewebstore.google.com One-click convert any webpage or X post to clean Markdown — for LLM chats, knowledge bases 15 Codex, OpenCode 1 369 tok
Torchlite-bit/Aegis_Exchange Auction House Addon for the Aegis addon series 15 Claude Code 1 8,513 tok
newx/omabook Native ebook library and reader for Omarchy 15 Claude Code 1 6,925 tok
sbroenne/mcp-server-obs OBS Studio automation for AI assistants - control recordings, streaming, scenes, and windo 15 GitHub Copilot 1 1,158 tok
npub1337/claude-skill-advogado-br Agent Skill para Claude AI voltada à advocacia brasileira. Auxilia na redação de petições 15 Claude Code 1 603 tok
rjpruitt16/aquifer Retry storm mitigation infra for systems that cannot scale instantly 15 Codex, OpenCode 1 1,879 tok
aplaceforallmystuff/mcp-local-llm MCP server for delegating mechanical tasks to local LLMs via Ollama. Claude does the think 15 Claude Code, Codex, Gemini CLI, OpenCode 3 378 tok
liustack/vibemaster The lighter, stronger Superpowers alternative: four skills, one working loop. Shape it, co 15 Claude Code, Codex, OpenCode 2 989 tok
JhostinAleck/brightspace-mcp MCP server for D2L Brightspace with multi-strategy authentication (TOTP, OAuth, browser, e 15 Codex, OpenCode 1 1,821 tok
yeaight7/awesome-ai-devtools The open-source map of the AI developer tooling ecosystem 15 Codex, OpenCode 1 344 tok
zekker6/devsandbox zekker6.github.io Run AI coding agents in a per-project sandbox that keeps your real dev environment. Your s 15 Claude Code 1 13,020 tok
NathanAB/statuslin.es statuslin.es Community gallery of Claude Code status lines and mods, with previews rendered from their 15 Claude Code, Codex, OpenCode 9 4,794 tok
dhaupin/vant vant.creadev.org Vant: Versatile Autonomous Networked Tool - Durable agent OS + memory + cold storage + run 15 Codex, OpenCode 1 13,218 tok
alessiorubicini/Apple-Foundation-Models-Agent-Skill Add expert Apple Foundation Models guidance to your AI coding tool (Agent Skills open form 15 Codex, OpenCode 1 1,272 tok
courtemancheatelier/tandem-gtd tandemgtd.com A self-hosted GTD app that actually does GTD. Cascade engine, context views, horizons, wee 15 Claude Code 1 3,256 tok
Aryanpanwar10005/seo-geo-optimizer aryanpanwar.in Universal SEO & GEO skill for AI coding agents: Claude Code, Cursor, Windsurf, GitHub Copi 15 Codex, OpenCode 1 243 tok
flowing-abyss/obsidian-hybrid-search-plugin Obsidian plugin with live preview and local graph in hybrid search modal 15 Codex, OpenCode 1 429 tok
redhat-et/rhdp-rca-plugin Claude skills for automated root cause analysis of infrastructure failures. 15 Claude Code 1 192 tok
d-oit/rust-2026-template d-oit.github.io Best practice 2026 Rust GitHub repository template with AGENTS.md, .agents/skills/, CI/CD, 15 Claude Code, Codex, Gemini CLI, OpenCode 4 2,371 tok
code-yeongyu/pi-rules Rule context loader extension for the pi coding agent 15 Codex, OpenCode 1 790 tok
Kylrix/kylrix kylrix.space Zero-knowledge secrets and persistent memory for AI agents. 15 Claude Code, Codex, OpenCode 23 4,037 tok
Coldensjo/MONx A monster editor for OpenTibia servers. Open a workspace, pick a monster, edit, save. Supp 15 Claude Code, Codex, OpenCode 3 7,847 tok
multiplex-term/Multiplex multiplexterm.dev An SSH / tmux / herdr terminal for Vision Pro, iPad and iPhone 15 Claude Code, Codex, OpenCode 8 1,647 tok
Starfie1d1272/RivalHub match.starfie1d.top Open-source collegiate esports operations: registration, team formation, eligibility revie 15 Codex, OpenCode 1 2,402 tok
openshift/lightspeed-agentic-operator An operator to load the Agentic Lightspeed features of OpenShif 15 Codex, OpenCode 1 968 tok
Ceesaxp/gridka Light-weight CSV viewer/manipulator for macOS. 15 Claude Code 1 1,293 tok
dmeiser/nextdns-mcp A Model Context Protocol (MCP) server for the NextDNS API, built with FastMCP and generate 15 GitHub Copilot 1 57 tok
NVIDIA/digital-health-skills NVIDIA Digital Health skills repo for agent-guided healthcare AI workflows, including eval 15 Codex, OpenCode 1 1,259 tok
brianbell-x/unifi-tools UniFi network management for AI agents: the complete Network API (73 tools) plus a gateway 15 Claude Code, Codex, OpenCode 3 401 tok
prime-radiant-inc/ledger-memory Ledger-backed persistent memory plugin for Claude Code 15 Gemini CLI 1 25 tok
KenosInc/sigrok-mcp-server kenosinc.github.io AI-powered logic analyzer control via Model Context Protocol - connect Claude, Cursor to s 15 Claude Code 4 1,005 tok
Jcorderop02/packet-tracer-mcp MCP server for Cisco Packet Tracer 9 — let Claude/ChatGPT design, build and validate Cisco 15 Codex, OpenCode 1 3,421 tok
Lancetnik/slop-writer Claude Code skill that scrapes a Telegram channel into SQLite, answers analytics questions 15 Claude Code 3 3,454 tok
xChuCx/agent-memory Local, searchable project memory for AI coding agents. Markdown source of truth, MCP inter 15 Claude Code 1 —
browserbase/browse-plugin 15 Gemini CLI 1 3,694 tok
grimoire-rs/grimoire grimoire.rs Package manager for AI-agent config. grim installs, updates, and publishes skills, rules, 15 Claude Code, Codex, OpenCode 9 5,640 tok
wisflux/docmost-local-mcp npmjs.com MCP server for self-hosted Docmost (Community Edition) — read & write your wiki from Claud 15 Claude Code 1 2,174 tok
conversun/cliproxy-plugin-opencode-cloak CLIProxyAPI request_interceptor plugin: cloaks opencode CLI requests as official Claude Co 15 Codex, OpenCode 1 1,763 tok
facebookresearch/projectaria-plugins Official Claude Code marketplace for Project Aria — install ARK plugins for Aria SDK devel 15 Gemini CLI 1 394 tok
PLUG-OpenAPI/nhplug-sdk nhplug.com NH Investment & Securities PLUG Open API Python SDK — samples, stock master parser, and AI 15 Codex, OpenCode 1 6,156 tok
kleer001/nuke-mcp MCP server for Nuke: drive the compositor from Claude and other LLMs. 57 tools — node grap 15 Claude Code 1 574 tok
ns3154/alibaba-java-coding-guidelines-skill skill for applying Alibaba Java Coding Guidelines 15 Codex, OpenCode 1 25 tok
2233admin/design-pipeline A frontend design pipeline for AI Agents: write DESIGN.md and MOTION.md first, then code t 15 Claude Code, Codex, OpenCode 2 1,179 tok
GrecAndrei/ida-pro-mcp glama.ai Local-first, deterministic MCP server for IDA Pro/Home: 109 strict-schema reverse-engineer 15 Codex, OpenCode 1 4,327 tok