How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
greirson/mcp-todoist MCP server that connects Claude to Todoist for natural language task and project managem 244 Claude Code 1 8,759 tok
komunite/kalfa komunite.com.tr Claude Code için Türkçe profesyonel işletim sistemi — 10 uzman agent, 22 komut, 993 skill, 244 Claude Code 7
ldayton/Dippy 🐤 Less permission fatigue, more momentum. Dippy knows what’s safe to run and keeps Claude 244 Claude Code 6 34 tok
adcontextprotocol/adcp Docs and reference implementation for the Ad Context Protocol 244 Claude Code, Codex, OpenCode 31 218 tok
memory-graph/memory-graph A graph DB-based MCP memory server for coding agents with intelligent relationship trackin 244 Claude Code, Codex, OpenCode 2 2,572 tok
yzhao062/anywhere-agents anywhere-agents.readthedocs.io One config to rule all your AI agents: portable (every project, every session), effective 244 Claude Code, Codex, OpenCode 3 27,832 tok
a-Fig/Accordion get-accordion.dev 🏆 AI Hackathon 2026 @ UC Berkeley Intelligent context management for developers 244 Claude Code, Codex, OpenCode 2 14,163 tok
ghostwriternr/claude-code-containers Use Claude Code on Cloudflare to solve GitHub issues 244 Claude Code 1 1,566 tok
0xiehnnkta/nemesis-auditor The Inescapable Auditor -- iterative deep-logic security audit agent for Claude Code 243 Claude Code 1 618 tok
raystack/meteor raystack-meteor.vercel.app Meteor extracts structured context from across your systems and delivers it to power your 243 Claude Code 1 600 tok
adamjgmiller/adamsreview Multi-lens code review pipeline for Claude Code: deep review (Claude or Codex), auto-fix l 243 Claude Code 1 3,163 tok
knowns-dev/knowns knowns.sh The memory layer for AI-native development - giving AI persistent understanding of your so 243 Claude Code, Codex, Gemini CLI, OpenCode 3 2,766 tok
Hainrixz/editor-pro-max tododeia.com AI-powered video editor by @soyenriquerocha — built with Remotion + Claude Code. Describe 243 Claude Code 1 5,092 tok
Arenbai/SecSkills Professional penetration-testing skill module for Claude Code. Strictly follows the PTES s 243 Claude Code 1 1,616 tok
IvanMurzak/Godot-MCP ai-game.dev Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for th 243 Claude Code 1 4,753 tok
whawkinsiv/solo-founder-skills Skillset optimized for indie makers, and bootstrapped solo founders building SaaS applicat 243 Claude Code 1 462 tok
gluk-w/claworc claworc.com User-friendly orchestrator for OpenClaw 242 Claude Code 8 1,881 tok
romovpa/claudini arxiv.org Autoresearch for LLM adversarial attacks 242 Claude Code 2 1,257 tok
nalu-development/nalu nalu-development.github.io Provides .NET MAUI packages to help with everyday challenges 242 Claude Code, Cursor 7 2,750 tok
DunCanYounG-1/auto-embedded Primary embedded development skills 242 Claude Code 1 1,675 tok
hydraide/hydraide hydraide.io HydrAIDE - The Adaptive, Intelligent Data Engine, built in Go. Production-ready and optimi 241 Claude Code 9 1,895 tok
masc-ucsc/livehd Live Hardware Development (LiveHD), a productive infrastructure for Synthesis and Simulati 241 Claude Code, Codex, OpenCode 3 3,607 tok
osovv/grace-marketplace GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI cod 241 Claude Code, Codex, OpenCode 3 671 tok
doka-guide/platform doka.guide Doki platform: templates, styles, scripts, and everything needed to build a website. 241 Claude Code, Codex, OpenCode 2 2,985 tok
responsibleai/ASSERT responsibleai.github.io Requirement-driven evaluation harness for AI agents and LLM applications. Generate behavio 241 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 6 6,087 tok
ucsandman/marketing-studio Create product launch assets with Remotion, then review and distribute them through guarde 241 Claude Code 1 1,397 tok
bx33661/Wireshark-MCP Wireshark-MCP,Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions i 241 Claude Code, GitHub Copilot 3 235 tok
vishalsachdev/canvas-mcp canvas-mcp.illinihunt.org Canvas LMS MCP server — up to 102 tools and 8 agent skills for students & educators. Works 241 Claude Code, Codex, OpenCode 4 15,466 tok
Binomica-Labs/SpliceCraft Terminal-based plasmid map viewer, sequence editor, and cloning/mutagenesis workbench in p 241 Claude Code 1 9,016 tok
rayxuln/hastur-operation-plugin A plugin providing ability for executing any code on Godot Editor. So that any coding agen 240 Claude Code, OpenCode 10
LabinatorSolutions/csharp-cheatsheet labinator.com A comprehensive, code-focused reference for C# programming language features through versi 240 Claude Code 1 741 tok
udecode/plate-playground-template playground.platejs.org Plate AI template with React 19, Next 16, Tailwind 4, MCP. 240 Claude Code, Codex, OpenCode 5 1,397 tok
telagod/code-abyss npmjs.com Give your AI coding agent a personality. Composable persona + style + skills for Claude Co 240 Claude Code, Codex 1 5,156 tok
KorroAi/mue-x x.com The first self-evolving AI agent. Rewrites its own source code in real-time. 6 AST mutatio 240 Claude Code 2 685 tok
scarletkc/vexor pypi.org A semantic search engine for files and code. 240 Claude Code, Codex, OpenCode 2 990 tok
langfuse/langfuse-docs langfuse.com 🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications 240 Claude Code, Codex, OpenCode 7 9 tok
cyanheads/git-mcp-server npmjs.com A Git MCP server for AI agents. STDIO & Streamable HTTP. 240 Claude Code, Codex, OpenCode 2 5,716 tok
erikdarlingdata/PerformanceStudio erikdarling.com Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 an 240 Claude Code 1
dialog-tools/reddit-research-mcp dialog.tools Turn Reddit's chaos into structured insights with full citations. MCP server for competiti 240 Claude Code 1 967 tok
maxwell2732/codex-stata-for-economists A Codex Stata pipeline for Economists by 朱晨 | Genetic Social Science Research. 240 Claude Code, Codex, OpenCode 33 5,263 tok
fazxes/Claude-code Claude Code is an agentic coding tool that lives in your terminal, understands your codeba 240 Claude Code 1 2,567 tok
finch-xu/cc-router ccrouter.app A locally hosted large-model aggregation gateway with a GUI desktop app and zero-code depl 240 Claude Code 1
Klerith/fernando-skills Spec-driven development skills for Claude Code, Cursor, Codex, and Antigravity. By Fernand 240 Claude Code 1 1,133 tok
ErikEJ/SqlServer.Rules 140+ T-SQL static code analysis rules for SQL Database Projects 240 Claude Code, GitHub Copilot 2 3,767 tok
microsoft/discovery Microsoft Discovery community repository 240 Claude Code, Codex, GitHub Copilot 5 2,104 tok
lalitgehani/SnackBase snackbase.dev SnackBase is a Python/FastAPI-based BaaS providing auto-generated REST APIs, multi-tenancy 239 Claude Code, Codex, OpenCode 2 4,006 tok
ProjectDXAI/labrat dxrg.ai Autonomous multi-branch research lab. Branches compete for compute budget. The system conv 239 Claude Code, Codex, OpenCode 3 1,280 tok
montevive/penpot-mcp Penpot MCP server 239 Claude Code 1 875 tok
codecoradev/uteke codecora.dev 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and sea 239 Claude Code, Codex, OpenCode 2 661 tok
geezerrrr/agent-town A pixel-art AI agent online collaboration platform. 239 Claude Code 1 1,387 tok