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
Naptila/recaf-mcp An MCP server for headless Recaf analysis, decompilation, search, bytecode patching, and J 13 Codex, OpenCode 1 887 tok
appian-design/aurora-mcp appian-design.github.io This is a Model Context Protocol (MCP) server that provides access to Appian's design syst 13 Codex, OpenCode 1 920 tok
spumer/i-m-senior-developer My developer mind as Claude Plugins 13 Claude Code, Codex, OpenCode 14 1,454 tok
cuevaio/normal normal.fast Cool WhatsApp MCP 13 Claude Code, Codex, Cursor, OpenCode 3 1,842 tok
hmohamed01/SQL-Expert A Claude Code skill for T-SQL and SQL Server expertise: query patterns, performance tuning 13 Claude Code 1 339 tok
Nitmi/blea Universal Agent Plugin for safe BLE diagnostics and automation, with Agent Plugins 1.0.0 m 13 Codex, OpenCode 1 247 tok
serpro69/capy 🦫 Privacy-first virtualization layer for LLM context with MCP protocol for tool access. 13 Claude Code, Codex, OpenCode 3 4,335 tok
2389-research/review-squad 2389.ai Dispatch panels of specialized subagents to review projects — expert audits, first-impress 13 Claude Code 1 644 tok
zircote/human-voice Detect and eliminate AI writing patterns in your content. This Claude Code plugin performs 13 Claude Code, GitHub Copilot 3 1,793 tok
mrthames/lean-pm-skills mrthames.github.io Lean, AI-native product management skills for Claude Code — compress the mechanical PM wor 13 Claude Code 1 4,173 tok
cdeust/ai-prd-generator AI-powered PRD generator with multi-LLM verification. Plugin for Claude Code & Cowork. 13 Claude Code 1 685 tok
YGao2005/scholar-feed-mcp scholarfeed.org MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, e 13 Claude Code 1 2,034 tok
JackBhanded/claude-meter Windows taskbar widget for live Claude usage tracking. Per-model breakdown, reset countdow 13 Claude Code 1 651 tok
airtaxi/LidGuard nuget.org Keep the agent awake, even when the lid closes. 13 Claude Code, Codex, GitHub Copilot, OpenCode 12 653 tok
Mallikarjun-Roddannavar/playwright-agentic-automation Playwright + TypeScript agentic automation framework with a local LLM Wiki/codebase second 13 Codex, OpenCode 1 1,065 tok
henkisdabro/cloudflare-workers-react-boilerplate henkisdabro.github.io Template for sites that do things, not just show them: a React app and its API on one Clou 13 Claude Code, Codex, OpenCode 3 757 tok
tincopper/neeko A cross-platform desktop multi-project agent manager for the AI coding era, with integrate 13 Claude Code, Codex, OpenCode 36 5,239 tok
himanshudongre/opendeck An open-source digital micropad for agentic work — turn your phone or tablet into a physic 13 Claude Code 1 806 tok
codedev-david/termpolis termpolis.com AI terminal tool supporting multiple AI Terminals, multiple agents and an internal memory 13 Claude Code 1 —
Avyayalaya/agent-council avyayalaya.github.io A runtime-portable 5-agent adjudicator council for universal quality gating of text artifa 13 Codex, OpenCode 1 2,916 tok
CodeFormers-it/ksefnik KSeF SDK for TypeScript/Node.js — invoice reconciliation with bank statements (MT940, mBan 13 Claude Code 1 796 tok
rlespinasse/agent-skills A collection of Agent Skills for AI coding assistants (Claude, Cursor, Copilot). Following 13 Claude Code 1 1,235 tok
davidmosiah/garmin-mcp wellness.delx.ai Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor 13 Codex, OpenCode 1 167 tok
Calhooon/bsv-wallet-cli Self-hosted BSV wallet and BRC-100 server in a single Rust binary — non-custodial, CLI-fir 13 Claude Code 1 3,271 tok
LBurny/symkit-mcp It is an MCP server that lets AI agents perform step-by-step symbolic derivations: calcula 13 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,916 tok
R00T-Kim/SCOUT r00t-kim.github.io Deterministic firmware-to-exploit evidence engine. Drop a firmware blob, get hash-anchored 13 Claude Code, Codex, OpenCode 2 6,515 tok
asyrjasalo/dynamic-mcp pypi.org MCP proxy server that reduces LLM context overhead with on-demand tool loading from multip 13 Claude Code, Codex, OpenCode 3 783 tok
appian/dev-mcp-skills 13 Codex, OpenCode 1 947 tok
Lommix/blitzdenk blitzdenk.com A minimal coding harness that rewrites itself in Lua 13 Codex, OpenCode 1 473 tok
LindaHaviv/second-brain Build a second brain every AI can share: your content in Oracle AI Database 26ai — semanti 13 Claude Code, Codex, OpenCode 4 1,961 tok
deepgram/cli cli.deepgram.com Official Deepgram CLI — speech-to-text, text-to-speech, and audio intelligence from your t 13 GitHub Copilot 1 —
m18h/kanea m18h.github.io Container orchestration in one binary - containerd, its own eBPF datapath, Let's Encrypt T 13 Claude Code, Codex, OpenCode 2 4,826 tok
ttpears/gitlab-mcp npmjs.com Community GitLab MCP Server — works with any GitLab tier (Free/Premium/Ultimate), no Duo r 13 Claude Code, Cursor 2 470 tok
mverab/claude-beyond-code verabadias.gumroad.com Make Claude Code your everything AI agent with customized agent features and subagents 13 Claude Code 20 —
Tyler-R-Kendrick/agent-skills My personal agent-skills. 13 Codex, OpenCode 1 5,499 tok
AgentInsight/agentinsight-sdk-python agentinsight.goldebridge.com AgentInsight Python SDK provides a Python client for the AgentInsight platform, supporting 13 Codex, OpenCode 1 6,332 tok
businesslens/pdd businesslens.io Product-Driven Development for coding agents 13 Claude Code, Codex, OpenCode 6 5,054 tok
openshift-online/agent-control-plane openshift-online.github.io Agent control plane for managed OpenShift services 13 Claude Code, Codex, OpenCode 10 2,581 tok
ShaerWare/AI_Secretary_System shaerware.github.io 📞 Local AI secretary, technical support, and sales manager with voice cloning via XTTS v2 13 Claude Code 1 5,218 tok
SlanchaAI/wire wireup.net agent-to-agent comms, no vendor in the middle — telephone-exchange protocol for AI agents. 13 Codex, OpenCode 1 4,781 tok
yaowenhu-pm/ai-product-playbook yaowenhu-pm.github.io A practical handbook for AI product managers: product judgment, Prompts, Skills, Agents, a 13 Codex, OpenCode 1 539 tok
philipp-lm/ViableOS viableos.dev Organize your AI agent teams with the Viable System Model. The missing organizational laye 13 Claude Code 1 1,027 tok
srikanthmx/hermes-cli-orchestrator Control plane plugin for Hermes Agent — pool many free/cheap model providers + local AI CL 13 Codex, OpenCode 1 4,327 tok
ashtanko/compose-android-template 📱 A simple GitHub template to quickly set up an Android project using Kotlin and Jetpack 13 Claude Code, Codex, OpenCode 2 833 tok
Marco-Joshua/ai-presentation-kit AI presentation creation kit — provide the materials and get slides, a PDF, and a narrated 13 Codex, OpenCode 4 2,573 tok
NewTurn2017/hermes-profile-kit Drop-in Hermes Agent profile kit. Creates four isolated profiles (coder, assistant, resear 13 Codex, OpenCode 1 1,272 tok
xushengfeng/myde A Wayland compositor written in Electron.js 13 Codex, OpenCode 1 1,117 tok
YankielDBC2/codex-skills-library 13 Claude Code, Codex, OpenCode 27 1,368 tok
mirasoth/soothe mirasoth.github.io 🛀 Soothe - An autonomous expert system engineered to orchestrate complex workflows and ex 13 Claude Code, Codex, OpenCode 2 913 tok
DudeAint/brownbear An iOS power browser that runs real Chrome & Firefox extensions and userscripts — a Tamper 13 Claude Code, Codex, OpenCode 2 3,881 tok