How real projects configure their agents

43,636 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
worldcoin/agentkit docs.world.org Bridging humans and agents online. 23 Claude Code 1 702 tok
dev-five-git/vespertide An open-source library for easily defining database schemas in JSON/YAML and automatically 23 Claude Code, Codex, OpenCode 2 11,027 tok
liuethanyes-spec/vibecoding-linear-framework 23 Claude Code, Codex, OpenCode 2 1,752 tok
BedrockSharp/QuantumMC Highly customized, lightweight and super-fast Minecraft: Bedrock Edition server software w 23 Codex, OpenCode 1 327 tok
Pwd9000-ML/GitHub-Copilot-Bootcamp Interactive GHCP bootcamp template 23 GitHub Copilot 2 566 tok
hahagood/voxy Linux voice dictation tool — an open-source alternative to Typeless. 23 Codex 1
Surfoo/gpxviewer geocaching.vaguelibre.net GPX Viewer is a web app to display caches from a gpx file on a map. 23 Codex, OpenCode 1 607 tok
web4-org/web4 The Web solved discoverability. Tool protocols solved invocability. Nobody solved both. We 23 Codex, OpenCode 1 575 tok
OneSignal/onesignal-dotnet-api 23 Claude Code, Codex, OpenCode 2 925 tok
NissonCX/offercatcher 🎯 An AI-powered recruitment email reminder tool that automatically extracts interview, as 23 Claude Code 1 687 tok
gtasb/Burp-AI-Analyzer An AI-assisted penetration testing assistant developed with agentscope 23 Codex, OpenCode 1 945 tok
pi0/vite-plugin-remix3 nitro-remix3.vercel.app 🏎️ Vite plugin that unblocks Remix v3 apps to be developed, optimized and deployed everyw 23 Claude Code, Codex, OpenCode 2 2,367 tok
any-context/lazyclaude Claude AI session manager for tmux 23 Claude Code 1
lesterchan/gamerz-file-explorer files.lesterchan.net Enables you to browse and search for folders/files on the web just like Windows Explorer. 23 Claude Code, Codex, OpenCode 2 1,555 tok
opsyhq/opsy opsy.sh Infrastructure management for AI agents 23 Claude Code, Codex, OpenCode 2 835 tok
QoroQuantum/divi divi.readthedocs.io A Python library to automate generating, parallelizing, and executing quantum programs. 23 Codex, OpenCode 1 1,471 tok
boettiger-lab/mcp-data-server boettiger-lab.github.io Duckdb-based MCP server for datasets 23 Codex, OpenCode 1 7,762 tok
wilsonzlin/umap-rs Fast, parallel, memory-efficient Rust implementation of UMAP 23 Codex, OpenCode 1 3,140 tok
deepgram/dglabs-deepclaw 23 Claude Code, Codex, GitHub Copilot, OpenCode 6 5,169 tok
albertbuchard/forge A local-first structured memory system for humans and AI agents, synchronized across devic 23 Codex, OpenCode 1 1,118 tok
esparkman/rails-agents A complete team of specialized AI agents for Ruby on Rails development. Drop into any Rail 23 Claude Code 1 2,245 tok
badwally/TheKnowledge comprehensive knowledge base with semantic search frontend 23 Claude Code 10 4,608 tok
polinom/telecode 23 Claude Code, Codex, OpenCode 2 7,605 tok
xiaolai/bureau Turn AI sessions into a maintained, human-reviewed knowledge base: capture → compile → rev 23 Claude Code 2 565 tok
eventhorizon-cli/EventHorizon EventHorizon is a Code Agent project developed based on the Microsoft Agent Framework. 23 Codex, GitHub Copilot, OpenCode 2 1,207 tok
mgonzalezbaile/claudex The Claude Experience you wish you had 23 Claude Code 1
Accenture/AutoFixture.XUnit2.AutoMock Autofixture auto-mocking for XUnit2 using a mocking library of your choice. 23 Claude Code, Codex, OpenCode 2 4,228 tok
Onlyicing1/Telegram-self-bot 23 Codex, OpenCode 1 5,363 tok
berksunduri/GOPost 23 Claude Code, Codex, OpenCode 46 1,695 tok
oldantique/zotkit Let AI agents manage your Zotero library: headless CLI + Python API to search, import, enr 23 Claude Code, Codex, OpenCode 2 2,798 tok
rcarmo/piclaw-addons rcarmo.github.io extensions, tools and add-ons that we've used with piclaw 23 Codex, OpenCode 1 3,149 tok
ricktaylor/hardy BPv7 DTN server implementation 23 Claude Code, Codex, OpenCode 2 2,183 tok
bsv-blockchain/spv-wallet-go-client docs.bsvblockchain.org Go client for interacting with spv-wallet 23 Cursor 1 217 tok
marconneves/terraform-provider-coolify registry.terraform.io 💜 Provider of Coolify for Terraform 23 Codex, OpenCode 1 490 tok
kenhuangus/llm-wiki 23 Codex, OpenCode 1 793 tok
ja11sop/cuppa A simple, extensible build system for use with Scons 23 Codex, OpenCode 1 13,359 tok
ajayyAI/expo-forge Expo SDK 56 boilerplate for shipping cross-platform apps 23 Claude Code, Codex, OpenCode 2 1,264 tok
kolirt/vue-modal kolirt.github.io ⚡️ Easy to use and highly customizable Vue3 modal package 23 Codex, OpenCode 1 4,062 tok
ksachdeva/zephyr-rtos-ai An AI Agent harness to assist firmware development 23 Codex, OpenCode 1 763 tok
patleeman/neon-pilot neonpilot.net Self extensible agent harness 23 Codex, OpenCode 1 2,753 tok
craigsdennis/linkedout-pipelines A way to share external links and track interactions using Cloudflare Pipelines 23 Codex, OpenCode 1 3,487 tok
jmpnop/imhexMCP Model Context Protocol server for ImHex hex editor 23 Claude Code 1 3,424 tok
sharifhsn/wedeo Rust rewrite of FFmpeg 23 Claude Code 1 1,398 tok
mission69b/t2000 t2000.ai Agent marketplace 23 Claude Code 2 8,224 tok
am-will/taskery 23 Codex, OpenCode 2 665 tok
sy159/snowgo A lightweight rapid-development Golang API project built with Gin + Gorm, ready to use out 23 Codex, OpenCode 1 1,720 tok
LuciferMornens/kontext-engine Stop feeding your AI agent the entire codebase. Give it ctx instead. FIrst context engine 23 Codex, OpenCode 1 889 tok
ryannli/opennote Capture fragments today. Make better decisions tomorrow. Your thoughts, compounded. 23 Claude Code 1 1,499 tok
bidouilles/mcp-tradingview-server A Model Context Protocol (MCP) server that provides programmatic access to TradingView's t 23 Claude Code 1 2,513 tok
damiansire/web-vaccine-tracker web-vaccine-tracker.vercel.app Panel historico estatico de vacunacion COVID-19 (2020-2023), datos horneados en build-time 23 Claude Code, Codex, OpenCode 2 2,515 tok