How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
EastStarAI/sanad-agent sanad.eaststarai.com Open-source AI agent and cross-platform client for local and remote development workflows. 45 Claude Code, Codex, OpenCode 15 3,247 tok
nozomi-koborinai/terradart terradart.dev 🎯 Type-safe IaC for Dart. 45 Claude Code, Codex, OpenCode 10 8,961 tok
sambanks/octabam Custom DSP effects for the Elektron Octatrack MKII — original DSP56300 algorithms (ChonVer 45 Claude Code 1 9,356 tok
vertz-dev/vertz vertz.dev The Agent-native TypeScript stack 45 Claude Code 7 923 tok
ash-project/ash_events An event-architecture extension for Ash. 45 Claude Code 3 4,169 tok
ambroise-leclerc/MduX Medical-device manufacturer framework in C++23 — IEC 62304 Class B/C compliance modeling, 44 Claude Code, Codex, OpenCode 9 8,189 tok
0xmariowu/Autosearch autosearch.dev Open-source deep research for AI agents: 40 channels, 10+ Chinese sources. 44 Claude Code, GitHub Copilot 2 3,671 tok
ssdeanx/AgentStack AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ ent 44 Claude Code, Codex, GitHub Copilot, OpenCode 50 34,906 tok
OptimiLabs/velocity Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions, analytics, 44 Claude Code 1 410 tok
bun913/mcp-testrail npmjs.com Testrail MCP Server 44 Claude Code 3 406 tok
gracefullight/stock-checker Fetches multiple tickers’ stock data, calculates key indicators, and auto-generates daily 44 Claude Code, Codex, Gemini CLI, OpenCode 7 3,936 tok
mcp-agents-ai/mcp-agents-hub mcpagents.dev The open-source ecosystem for building, discovering, and deploying Model Context Protocol 44 Claude Code 1 1,236 tok
nette/claude-code ai.nette.org Official Claude Code plugins for Nette 44 Claude Code 1 871 tok
wuzf/claude-channels-patch Cross-platform patcher for enabling Claude Code --channels support on official binaries an 44 Claude Code 1 482 tok
NaniDAO/agentek An extensible TypeScript toolkit that simplifies complex EVM blockchain interactions into 44 Claude Code 1 458 tok
pnizer/wweb-mcp WhatsApp Web MCP Server 44 Claude Code 1 1,221 tok
VARA4u-tech/Vara-s--Portfolio vara-s-portfolio.vercel.app "🤍✨Vara's Portfolio-A modern, high-performance portfolio website built with React, TypeSc 44 Claude Code 1 2,254 tok
huangwb8/m2w pypi.org Automatically upload and update local markdown to WordPress via Python 44 Claude Code, Codex, OpenCode 2 3,340 tok
aiagentflow/aiagentflow aiagentflow.dev A local-first, CLI-driven multi-agent AI software engineering workflow orchestrator with f 44 Claude Code 2
krazyjakee/AGENTS.db AGENTS.db is AGENTS.md on steroids. A file format and toolkit for deterministic context. 44 Claude Code, Codex, Gemini CLI, OpenCode 3 705 tok
cafferychen777/ChatSpatial docs.cafferyang.com MCP server for spatial transcriptomics analysis through natural language interfaces. 44 Claude Code 9
mutonby/pleng pleng.dev Your AI Platform Engineer. Self-hosted cloud built for AI agents — deploy, monitor, and op 44 Claude Code 1 297 tok
AgusRdz/chop getchop.run CLI output compressor for Claude Code. Reduces token consumption by 50–90% by compressing 44 Claude Code 1 129 tok
ArtBlocks/artbot discord.gg The Discord bot for ArtBlocks. 44 Claude Code, Codex, OpenCode 2 2,650 tok
simm-is/repl-mcp Model Context Protocol Clojure support including REPL integration with development tools. 44 Claude Code 1 2,355 tok
Gixsy95/abap_wiki Agent-driven SAP/ABAP knowledge base engine that turns S/4HANA custom objects into citable 44 Claude Code, Codex, OpenCode 22 6,564 tok
mj-meyer/choo-choo-ralph A Claude Code plugin that adds structured, customizable workflow formulas to the Ralph loo 44 Claude Code, Codex 1
zuiho-kai/bot_civ zuiho-kai.github.io OpenClaw community — multi-agent chat groups + browser game community, helping AI instance 44 Claude Code 1 3,765 tok
BloomBooks/BloomDesktop bloomlibrary.org Let's Grow a Library 44 Claude Code, Codex, GitHub Copilot, OpenCode 24 4,379 tok
leandronsp/dotfiles My dotfiles 44 Claude Code 1 3,900 tok
engseclabs/trailtool Simplified CloudTrail analysis for AI agents 44 Claude Code 1 541 tok
basvanwesting/genetic-algorithm A genetic algorithm implementation for Rust 44 Claude Code, Codex, OpenCode 2 10,174 tok
sathvikc/lume-js sathvikc.github.io Minimal reactive state management using only standard JavaScript and HTML - no custom synt 44 Claude Code, Codex, OpenCode 2 3,699 tok
patroza/HyprSpace Hyprland for MacOS - heavily modified Aerospace 44 Claude Code 1 1,712 tok
idoru/influxdb-mcp-server An MCP Server for querying InfluxDB 44 Claude Code, Codex, OpenCode 2 1,131 tok
byreal-git/byreal-agent-skills byreal.io byreal-cli for AI agent 44 Claude Code 1 387 tok
aviatesk/obsidian-sonar Deep knowledge retrieval for Obsidian, completely offline. 44 Claude Code, Codex, OpenCode 3 2,922 tok
RecursiveIntell/Gloss A local-first, privacy-preserving alternative to Google NotebookLM — Tauri 2, React 19, Ru 44 Claude Code, Codex, OpenCode 14 998 tok
sakuradairong/omp-config Oh My Pi (OMP) configuration collection — reusable agent configurations, model overrides, 44 Claude Code 1 2,890 tok
isene/fe2o3 Fe2O3 — a suite of fast terminal tools in Rust. Landing page: https://isene.github.io/fe2o 44 Claude Code 1 2,986 tok
davidbudnick/redis-tui Lightweight Redis TUI Manager 44 Claude Code 1 1,773 tok
yakushstanislav/UltraViolet 44 Claude Code 1 1,550 tok
tacoda/keystone tacoda.dev The Agent Charter Framework 44 Claude Code, Codex, OpenCode 38 1,176 tok
briandconnelly/mcp-server-ipinfo IP Geolocation Server for MCP using ipinfo.io 44 Claude Code, Codex, OpenCode 2 748 tok
pasie15/meshy-ai-mcp-server meshy.ai This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It pr 44 Claude Code 1 590 tok
mideind/Netskrafl netskrafl.is Icelandic crossword game website 44 Claude Code 2 3,578 tok
sequenzia/agent-alchemy sequenzia.github.io Agent Alchemy is a curated collection of plugins, apps, and extensions designed to elevate 44 Claude Code 2 4,774 tok
Agents365-ai/pi-plugin-cc Drive the Pi coding agent from Claude Code or Codex: multi-model review panels, model raci 44 Claude Code, Codex, OpenCode 1 533 tok
DevLab-Technologies/agent-isle A Dynamic Island for your coding agents — a native macOS notch monitor for Claude Code, Gr 44 Claude Code 1 1,607 tok
Dicklesworthstone/eidetic_engine_cli Durable, local-first, explainable memory for coding agents. A Rust CLI memory substrate bu 44 Claude Code, Codex, OpenCode 2 18,891 tok