How real projects configure their agents

43,547 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
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
bitloops/bitloops bitloops.com Give AI coding agents the context they need to ship production-quality software. 240 Codex, OpenCode 1 124 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
barretlee/agent-pulse barretlee.github.io Evidence-backed AI industry intelligence — trends, source updates, daily data refreshes, a 240 Codex, OpenCode 1 2,533 tok
codecoradev/uteke codecora.dev 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and sea 240 Claude Code, Codex, OpenCode 2 661 tok
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
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
easemob/im_flutter_sdk Easemob IM Flutter SDK for quickly integrating instant messaging functionality. 239 Codex, OpenCode 1 2,448 tok
coconut-svsm/svsm COCONUT-SVSM 239 Codex, OpenCode 1 4,005 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
LoD-Dawn/Fast-Vben-Admin 114.132.74.2 Fast Vben Admin is a modular full-stack administration platform for back-office and multi- 239 Codex, OpenCode 1 2,503 tok
geezerrrr/agent-town A pixel-art AI agent online collaboration platform. 239 Claude Code 1 1,387 tok
tim-smart/effect-mcp 239 Codex, OpenCode 1 3,645 tok
OpenTouryoProject/OpenTouryo opentouryo.osscons.jp OpenTouryo is an application framework for .NET developed from the accumulated know-how of 238 Claude Code, Codex, OpenCode 2 5,802 tok
LambdaTest/kane-cli testmuai.com Kane CLI by TestMu AI (Formerly LambdaTest) 238 Claude Code, Codex 1
johnkf5-ops/the-dev-squad Give Claude its own dev team: one supervisor, four specialists, and bulletproof plans/buil 238 Claude Code 1
gridaco/cors.sh cors.sh Sick of CORS Errors? 238 Claude Code, Codex, OpenCode 2 830 tok
ericzakariasson/uber-eats-mcp-server 238 Cursor 1 17 tok
OpenRouterLabs/spawn openrouter.ai Spawn any agent, on any cloud 238 Claude Code 8 930 tok
syabro/mdtask The spec-driven development system where specs and tasks live in your repo and never drift 238 Claude Code, Codex, OpenCode 2 713 tok
acryldev/acryl acryl.dev ACRYL - Agent Context Relay Yielding Lifecycles. One persistent workspace, one canonical c 238 Claude Code, Codex, OpenCode 12 2,382 tok
Hoylon/peerbridge-mcp Local-first, auditable multi-agent control room for coding, review, evidence, and private 238 Codex, OpenCode 1 200 tok
naw103/foremerge foremerge.com Catch intent conflicts before code conflicts. The open-source coordination protocol for co 238 Claude Code 1
FarhanAliRaza/claude-context-local Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Em 237 Claude Code 1 1,612 tok
PerforatedAI/PerforatedAI Add Dendrites to your PyTorch Project 237 Codex, OpenCode 1 438 tok
hypersocialinc/shots Claude Code/Agent Skill for making App Store screenshots with GPT Image 2 that you can upl 237 Claude Code 1 478 tok
drhelius/Geargrafx x.com PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP 237 Claude Code 1
williamzujkowski/live-coding-music-mcp A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for 237 Claude Code 1 13,611 tok
lynote-ai/humanize-text-skill lynote.ai Free AI Humanizer: Humanize AI Text Online 237 Claude Code, Codex, OpenCode 2 392 tok
coollabsio/maxio MaxIO, a better MinIO 237 Claude Code, Codex, OpenCode 2 3,883 tok
ArtyMcLabin/Gmail-MCP-Server A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto au 237 Claude Code 2 77 tok
feiskyer/codex-settings Curated skills, profiles, and config templates that supercharge Codex CLI — multi-model, d 236 Codex, OpenCode 1 1,236 tok
TryGhost/ActivityPub activitypub.ghost.org A full-featured ActivityPub server for networked publishing with Ghost 236 Claude Code, Codex, OpenCode 2 1,811 tok
LangcliTeam/langcli langcli.com Building agentic coding assistant in public 236 Claude Code 1 2,121 tok
oculus-samples/Unity-MRMotifs The developer community is beginning to show the world why Mixed Reality can be special. D 236 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,089 tok
Khalidabdi1/design-ai 236 Codex, OpenCode 1 337 tok
ProgrammerAnthony/Expert-Coding-Harness Production-grade AI Agent skill set supporting AI Harness applications in enterprise devel 236 Claude Code, Cursor 25