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
godwin3737/mcp-server-microsoft365-filesearch 11 GitHub Copilot 1 44 tok
garlicwu/Poly-Editor demo.jhu-ai.com Poly Editor is a PPT-style web editor with drag-and-drop, multi-component and multi-page f 11 Claude Code, Codex, OpenCode 2 3,151 tok
indranildchandra/cursor-session-tracer An MCP-based observability layer for Cursor agentic sessions that logs agent decisions, fi 11 Claude Code, Cursor 1 —
akiojin/unity-editor-mcp An MCP server and client for LLMs to interact with Unity Projects 11 Claude Code, Codex, OpenCode 14 5,650 tok
paulrobello/par_gpt CLI LLM / Agent multi-tool 11 Claude Code 1 1,557 tok
Scrapybara/scrapybara-ts-template 11 Cursor 1 1,857 tok
awesome-ai-dev/awesome-ai-dev An open-source project for systematically managing AI development configurations. Provides 11 Claude Code, Cursor 34 —
FlagTech/YouTube2Slides Lazy YouTube reading 11 Claude Code 1 3,203 tok
saralobo/rules-accessibility-handoff Cursor rules: accessibility handoff annotation system for Figma 11 Claude Code 1 1,842 tok
bgrgicak/Roomy 11 Claude Code, Codex, OpenCode 2 561 tok
softinio/nix-config My Nix Configuration 11 Claude Code 1 2,344 tok
Priyansh9506/Frontend-Odyssey history-of-web.vercel.app 🗞️ The Frontend : History of Web An interactive, newspaper-inspired experience exploring 11 Claude Code, Codex, OpenCode 2 4,454 tok
rdmolony/claude-flow-getting-started rowanmolony.com my short intro to claude-flow an AI orchestration tool 11 Claude Code 63 2,162 tok
ETBlue/gw2inventory etblue.github.io Guild Wars 2 Inventory is built for players pursuing ultimate cross character assets manag 11 Claude Code 10 905 tok
moremeds/argon Options & flow analytics cockpit — dealer gamma, IV surface, dark-pool flow, and regime in 11 Claude Code, Codex, OpenCode 2 14,019 tok
dmbyer/Hedron A C# mud with web admin targeting .net core on Blazor server 11 Claude Code, GitHub Copilot 25 2,610 tok
Hikaru518/Ram Ram is an AI agent in Slack, built with FastAPI and connected to an OpenAI-compatible LLM 11 Codex, OpenCode 1 4,595 tok
do4k/LogiTux 11 Codex, OpenCode 1 1,000 tok
IncimathCal/NOSTALGIA-Chart-Render A chart previewing library for NOSTALGIA. 11 Claude Code 1 2,045 tok
popstas/planfix-mcp-server 11 Claude Code, Codex, OpenCode 2 1,697 tok
amidabuddha/unichat-ts-mcp-server 11 Codex, OpenCode 1 349 tok
Stewart86/bobby A discord Business Analyst that lives in your Codebase. Helping you make sense of what you 11 Claude Code 1 1,487 tok
cursive-team/rokid-apps Apps for Rokid AI glasses 11 Claude Code, Codex, OpenCode 2 4,195 tok
adner/CopilotPCF_Bidirectional 11 Claude Code 2 2,880 tok
kayac/nepp-chan web.nepp-chan.ai A chat application that lets you talk with “Neppu-chan,” the AI deputy village chief of Ot 11 Claude Code, Codex, OpenCode 18 2,631 tok
clionertr/Meilisearch4TelegramSearchCKJ This Python-based project uses a userbot to download Telegram message history into a Meili 11 Claude Code 1 7,320 tok
Olawoyin007/intentKeeper Labels social media posts by the manipulation patterns they use. Runs locally via Ollama, 11 Claude Code 1 2,200 tok
iselegant/cchb Fast TUI tool to browse, search, and resume your Claude Code session history 11 Claude Code 8 709 tok
alevizio/curb curb.guide SF street-parking rules on a map — street sweeping, meters & permit zones, with calendar r 11 Claude Code, Codex, OpenCode 2 21,528 tok
rarudo/UnityAIAgentWorkflowSample 11 Claude Code 5 217 tok
oaustegard/llm-as-computer Testing Percepta's claim that transformers can execute programs via 2D convex hull attenti 11 Claude Code 3 4,250 tok
marmos91/cubbit-ds3-drive cubbit.io Cubbit DS3 Drive - macOS File Provider client for S3-compatible storage 11 Claude Code 1 3,336 tok
HeeGyeong/ComposeSample This project provides various examples needed to actually use Jetpack Compose. 11 Claude Code, Cursor 9 5,836 tok
mcolyer/mcp-apple-notes-py 11 Claude Code 6 2,792 tok
DragosDreptate/the-playground the-playground.fr Plateforme SaaS ouverte et gratuite pour communautés — Alternative à Meetup.com 11 Claude Code 3 9,207 tok
bernardladenthin/streambuffer StreamBuffer is a single-class Java library that bridges an OutputStream and an InputStrea 11 Claude Code 1 5,439 tok
zksecurity/leanPython Python interpreter written in Lean4? 11 Claude Code 1 1,237 tok
samwei12/UsefulPrompts A personal collection of useful prompts 11 Claude Code 1 1,735 tok
duyet/clickhouse-udf-rs Collection of some useful UDFs for ClickHouse written in Rust 11 Claude Code 1 793 tok
GoldenTangerine/Claude-Relay-Meter Claude Relay Meter is a VSCode extension for monitoring Claude Relay Service usage. It dis 11 Claude Code 1 5,165 tok
wwbweibo/live2d-assistant Live2d Assistant is an extensive assistant application with mcp server and multi-agent sup 11 Claude Code, GitHub Copilot 2 2,420 tok
chanmaoganda/bili-rust Tauri 2 desktop Bilibili client (Rust + Leptos/WASM) 11 Claude Code, Codex, OpenCode 2 2,080 tok
observatoriogeo/dash-sylvereye dashsylvereye.observatoriogeo.mx Dash Sylvereye is a Dash component library for producing interactive visualizations of lar 11 Claude Code 2 3,592 tok
samwang0723/mcp-sumologic MCP server for Sumologic 11 Claude Code 1 739 tok
roruizf/openstudio-mcp-server 11 Claude Code 1 4,137 tok
ChuprinaDaria/-Not-Awesome-Claude-N.-Bohatska Most useless and dumb repos which make your Claude an idiot, and random antipattern Ukrain 11 Claude Code 4 —
mark3labs/phalcon-mcp MCP server that integrates with the BlockSec https://blocksec.com platform to provide bloc 11 Codex, OpenCode 1 143 tok
Jellypod-Inc/satori-mcp-server satori.jellypod.ai An MCP server that uses Satori to generate consistent images from React components. 11 Claude Code 1 602 tok
toasted-iron-studios/godot-agent-mcp A Godot MCP server optimized for agentic code editing via tools like Claude Code, Zed, or 11 Cursor 1 894 tok
trainual/tiptap-collaboration-mcp A Model Context Protocol (MCP) server that provides tools for interacting with Tiptap Coll 11 Claude Code 1 —