How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
blopa/musclog-app musclog.app Musclog - Lift, Log, Repeat 11 Claude Code, Codex, GitHub Copilot, OpenCode 7 25,482 tok
IncimathCal/NOSTALGIA-Chart-Render A chart previewing library for NOSTALGIA. 11 Claude Code 1 2,045 tok
s-macke/weltendaemmerung Guide to reverse engineer an old computer game with AI and port it to the web 11 Claude Code 1 600 tok
erix/autoresearch-trading Autoresearch-style AI agent loop for trading strategy optimization (SPY + VIX backtest) 11 Claude Code 1 614 tok
popstas/planfix-mcp-server 11 Claude Code, Codex, OpenCode 2 1,697 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 2,572 tok
Leonwenhao/deeprepo AI project memory for every coding tool. Analyze once, paste anywhere. 11 Claude Code, Codex, OpenCode 2 626 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
dalmasonto/umbral dalmasonto.github.io Umbral is a Rust Web-framework in which every capability is a plugin 11 Claude Code, Codex, OpenCode 9 8,652 tok
Olawoyin007/intentKeeper A digital bodyguard for your mind - local-first content filter that classifies online cont 11 Claude Code 1 1,953 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 8,582 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
xuhongxu96/instcombine-instrumentor xuhongxu.com Instrument LLVM InstCombine pass to record every new instruction and every RAUW replacemen 11 Claude Code 1 8,747 tok
nurockplayer/Jabiko Japanese conjugation trainer for Minna no Nihongo learners 11 Claude Code, Codex, OpenCode 2 5,003 tok
devapro/n-dashboard devapro.github.io A self-hosted dashboard where every widget is a TypeScript function on disk — the server r 11 Claude Code 2 2,871 tok
silencelamb/VibeKernel Benchmarking coding-agent paradigms (plain prompt, /goal, skills, autoresearch...) on one 11 Claude Code 2
HeeGyeong/ComposeSample This project provides various examples needed to actually use Jetpack Compose. 11 Claude Code, Cursor 9 5,085 tok
bradduy/wiki-knowledge-compiler Wiki Knowledge Compiler: Turn your documents into a personal LLM knowledge base 11 Claude Code 10 1,688 tok
randomlylelo/curlsapp apps.apple.com 11 Claude Code 5 845 tok
gitcapoom/Sharp_Depth_Injection External-depth-prior extension for Apple's ml-sharp Gaussian Splat predictor. Houdini cam_ 11 Claude Code 1 1,202 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 8,739 tok
Krever/ssbudget Super Simple budget tracker focused on current situation. 11 Claude Code 1 3,693 tok
altudev/wiro-ai-sdk Unofficial Community Maintained Wiro AI Sdk package for Node.js developers. 11 Claude Code, Codex, OpenCode 2 3,643 tok
akwafr/MeshCraft What about Unifying network ? 11 Claude Code 1 277 tok
lin-zhijie-nana/kapathy-LLM-WIKI- This is my first project. It is a Chinese-language organization and extension of Karpathy' 11 Claude Code, Codex, OpenCode 2 3,912 tok
bernardladenthin/streambuffer StreamBuffer is a single-class Java library that bridges an OutputStream and an InputStrea 11 Claude Code 1 3,483 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
dorianspitz23/booksum Local-first book summariser: AI summaries, narrated audio, quizzes and spaced-repetition r 11 Claude Code 1 1,953 tok
liuchunyi-buaa/Engnieering_Calculative_Methods Code, lecture materials, and knowledge-point summaries related to the Beihang University R 11 Claude Code 1 932 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
johannhartmann/mcpcodeanalysis A code understanding MCP server. Let's see if we can use it to refactor code. 11 Claude Code, Codex, OpenCode 2 3,420 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
PhungXuanAnh/selenium-mcp-server 11 Claude Code, Codex, GitHub Copilot 3 3,048 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
distantorigin/mcp-telnet An MCP server for telnet, allowing Claude and other LLMs to interact with text-based inter 11 Claude Code 1 719 tok
itzcull/mochi-mcp An MCP server for https://mochi.cards/ 11 Claude Code 1 700 tok
0xhubed/mcp-ms-sql-server A configurable Model Context Protocol (MCP) server for Microsoft SQL Server integration wi 11 Claude Code 1 1,294 tok