How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
jlokos/raybridge MCP server that bridges Raycast extensions to any MCP-compatible client 37 Claude Code 1 285 tok
frmoretto/clarity-gate clarity-gate.org Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protoco 37 Claude Code, Codex, OpenCode 2 1,163 tok
zap-coding-agent/zap-coding-agent zap.justpush.cloud ZAP is a terminal-first, local AI coding agent built in Rust. It uses AST-powered codebase 37 Claude Code 1 294 tok
brack101/AspenPlus-MCP-Server 37 Claude Code 1 620 tok
gambletan/cortex gambletan.github.io Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zer 37 Claude Code 4 —
geekatron/jerry jerry.geekatron.org A Claude Code plugin for behavior and workflow guardrails with knowledge accrual 37 Claude Code, Codex, OpenCode 3 10,984 tok
joestump/claude-plugin-sdd joestump.github.io Spec-Driven Development for Claude Code — ADRs, OpenSpec specs, sprint planning, parallel 37 Claude Code 2 1,580 tok
Smokestack-Games/rbxsync rbxsync.dev Sync Roblox games between Studio and VS Code with MCP integration 37 Claude Code, Cursor 3 3,774 tok
sethbang/mcp-screenshot-server An MCP server that provides AI assistants with screenshot capabilities — both web page cap 37 Claude Code 1 1,342 tok
sergenes/mini_agent A minimal AI agent built from scratch — no agent framework, just Python, the OpenAI SDK, a 37 Claude Code, Codex, Gemini CLI, OpenCode 6 522 tok
panaversity/agentfactory-business-plugins agentfactory.panaversity.org Marketplace of domain-specific plugins for AI agents (Cowork, Claude Code, OpenClaw). Buil 37 Claude Code 1 3,083 tok
CrowdStrike/foundry-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, depl 37 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,265 tok
yashaiguy-dev/faceless-youtube-agents Automated faceless YouTube video pipeline - clone any channel's style, generate videos on 37 Claude Code 1 381 tok
HananxR/Tadado DeskTodoSeq 37 Claude Code 1 2,989 tok
letuhao/lore-weave Open-source AI co-author for novelists & world-builders. ✍️ Canon-safe writing · RAG lore 37 Claude Code, Codex, OpenCode 57 19,068 tok
MarimerLLC/rockbot Autonomous personal agent designed to be cloud-native 37 Claude Code 1 1,038 tok
felipefontoura/pi-sdd-kit felipefontoura.com Spec-Driven Development skill pack for the Pi coding agent: steering docs, .status gates, 37 Claude Code, Codex, OpenCode 2 2,127 tok
Liberty91LTD/cti-skills liberty91.com Cyber Threat Intelligence Skills for each stage of the CTI Lifecycle. 37 Claude Code, Codex, OpenCode 4 2,621 tok
SlideSpeak/slide-design-skill slidespeak.co AI presentation engine. Describe your deck and the look, it derives a bespoke style and re 37 Claude Code 1 1,582 tok
marcoemrich/agentic_coding_lab A research lab for agentic coding - use it to verify of falsify, running various agentic s 37 Claude Code, OpenCode 11 8,739 tok
gavinmcfall/home-ops HomeOps driven by Kubernetes and GitOps using Flux 37 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,360 tok
indexedlabs/pydantic-ai-gepa GEPA extension for pydantic-ai 37 Claude Code, Codex, OpenCode 3 928 tok
wandb/vibes wandb.github.io A repo with a devcontainer ready to vibe with Claude, Codex or Gemini 37 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 3,573 tok
Apra-Labs/ApraPipes A pipeline framework for developing video and image processing application. Supports multi 37 Claude Code 11 1,556 tok
ai-ecoverse/slicc sliccy.com A browser-native AI agent (claw) for everyone that loves ice cream 37 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,682 tok
inflexa-ai/inflexa inflexa.ai Local-first CLI for reproducible biological analysis, with provenance tracked on every ste 37 Claude Code, Codex, OpenCode 29 3,843 tok
Sitecore/content-sdk The Content SDK to support building sites with SitecoreAI 37 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 5 1,877 tok
VasilisPlavos/Cookie-AutoDeleteV3 chromewebstore.google.com Manifest V3 fork of Cookie AutoDelete — automatically deletes unused cookies. Now on the C 37 Claude Code, Codex, OpenCode 2 1,859 tok
originheartgold/origin-heart-gold-EN-translation originheartgold.github.io Official English translation of Pokémon Origin HeartGold (起源心金): xdelta patch, guide and P 37 Claude Code, Codex, OpenCode 2 3,676 tok
superman1006/MeetMind A team that debates > a model that answers. MeetMind turns one requirement into a live dis 36 Claude Code 1 7,403 tok
Franlinozz/Sluice sluiceflow.vercel.app Sluice is a toll booth for the AI-read web. Creators price the smallest unit of what they 36 Claude Code 1 7,178 tok
alfredoperez/angular-best-practices angular-best-practices-web.vercel.app Curated Angular best practices for AI agents 36 Claude Code 1 879 tok
n24q02m/better-notion-mcp mcp.n24q02m.com Markdown-first Notion for AI agents -- pages, databases, blocks, and comments in one call. 36 Claude Code, Codex, OpenCode 2 3,552 tok
jhonsfran/unprice unprice.dev Authorize AI agent spend before it becomes cost. Open ledger. Reserve → allow/deny → recei 36 Claude Code, Codex, OpenCode 2 2,123 tok
selvage-lab/selvage 36 Claude Code 4 1,911 tok
haoxiang-xu/PuPu PuPu is a lightweight, cross-platform desktop AI client that works with both local and clo 36 Claude Code, Codex, OpenCode 2 3,304 tok
codefriar/sf-mcp 36 Claude Code 1 682 tok
thatsrajan/vidlens-mcp 36 Claude Code, Codex 1 —
zoharbabin/google-researcher-mcp ⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead 36 Claude Code 1 835 tok
chrismcdermut/proletariat proletariat.ai Seize the means of production. Ship 100x. Orchestrate agents as labor for any project. Bil 36 Claude Code 1 1,409 tok
n24q02m/better-godot-mcp mcp.n24q02m.com Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game developme 36 Claude Code, Codex, OpenCode 2 2,466 tok
wzf1997/claude-code-guide wzf1997.github.io A close reading of the Claude Code source code — 84 in-depth analyses across 14 chapters o 36 Claude Code 2 728 tok
johnzfitch/pyghidra-lite Lightweight MCP server for Ghidra-based reverse engineering with iOS, Linux, and game file 36 Claude Code 1 903 tok
itential/itential-mcp 🔌 Itential Platform MCP Server 36 Claude Code, Codex, OpenCode 2 8,262 tok
ZhaoXingPeng/DBJavaGenix An intelligent database code-generation tool based on the MCP architecture. It supports My 36 Claude Code 2 —
zazencodes/agent-skills A central, version-controlled home for coding agent skills across multiple tools 36 Claude Code, Codex, OpenCode 3 846 tok
oculus-samples/Unity-PerformanceSettings Performance settings testing ground, showing how to use game-engine-agnostic performance c 36 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,044 tok
religa/multi_mcp Multi-Model chat, code review and analysis MCP Server for Claude Code 36 Claude Code 1 3,146 tok
kumaran-is/claude-code-onboarding 🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, sk 36 Claude Code 7 —
mwguerra/claude-code-plugins MWGuerra Claude Code Marketplace 36 Claude Code 1 193 tok