How real projects configure their agents

32,116 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
synergycodes/workflowbuilder workflowbuilder.io Workflow Builder - Apache 2.0 React SDK for embedding visual workflow editors. Drag-and-dr 362 Claude Code 1 4,969 tok
tokoroten/prompt-review 361 Claude Code 1
evstack/ev-node A modular framework for building performant networks, pushing the boundary of today in ord 361 Claude Code, Codex, OpenCode 2 1,221 tok
Kelsidavis/System7 An open-source reimplementation of Apple Macintosh System 7 for modern x86 hardware, boota 361 Claude Code 1 1,934 tok
vuejs-ai/vue-tui The Vue framework for terminal UIs. SFC & JSX, Yoga flexbox, HMR, and testing out of the b 361 Claude Code, Codex, OpenCode 2 3,551 tok
zxkane/aws-skills skills.sh Claude Code plugins and agent skills for AWS development — IaC(CDK/SST), serverless, cost 361 Claude Code 2 993 tok
secure-agentic-framework/saf-mcp secureagenticframework.org SAF-MCP is a comprehensive security framework for documenting and mitigating threats in th 361 Claude Code, Codex 1
timwuhaotian/the-pair apps.timwuhaotian.dev Open-source AI pair programming for desktop: a Mentor + Executor agent cross-check each ot 360 Claude Code, Codex, OpenCode 3 5,199 tok
MartinStyk/apk-analyzer The most downloaded APK analysis app on Google Play. Detailed reports of every app on your 360 Claude Code, Codex, GitHub Copilot, OpenCode 28 3,847 tok
mamertofabian/mcp-everything-search usemcp.com 360 Claude Code 1 981 tok
kazukinagata/shinkoku Tax return automation AI agent plugin — from bookkeeping management to e-Tax data entry as 359 Claude Code 1 4,110 tok
yeuxuan/Ace-Mcp-Node Acemcp is a high-performance MCP (Model Context Protocol) server designed to provide AI as 359 Claude Code 1 1,175 tok
paiml/depyler paiml.github.io Compiles Python to Rust, helping transition off of Python to Energy Efficient and Safe Rus 358 Claude Code, Gemini CLI 6 3,772 tok
dollspace-gay/chainlink A CLI issue tracker for AI Agents 358 Claude Code 6 279 tok
justrach/kuri kuri.trilok.ai Browser automation, web crawling, and iOS + Android device control for AI agents. Zig-nati 358 Claude Code, Codex, OpenCode 7 2,175 tok
CodSpeedHQ/codspeed codspeed.io CodSpeed is the all-in-one performance testing toolkit. Optimize code performance and catc 357 Claude Code, Codex, OpenCode 2 666 tok
milady-ai/milady milady.ai terminally online 357 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 14,208 tok
LumenResearch/uasurfer Go package for fast and reliable abstraction of browser user agent strings. 357 Claude Code 1 2,996 tok
0xquinto/bcherny-claude Boris Cherny's Claude Code configuration - commands, agents, and settings 357 Claude Code 18 926 tok
lovstudio/Ataru lovstudio.ai High-performance AI memory retrieval for local agent history — a Rust search core (SDK / A 357 Claude Code, Codex, OpenCode 2 2,417 tok
CronusL-1141/AI-company Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 357 Claude Code, Codex, OpenCode 2 4,778 tok
spencermarx/open-code-review AI-powered multi-agent code review. Simulates a customizable team of Engineers performing 357 Claude Code, Codex, OpenCode 11 2,239 tok
open-software-network/os-clovy opensoftware.co Private AI on your Mac. Chat, dictation, meeting notes, and a local agent in one open sour 356 Claude Code, Codex, OpenCode 34 4,095 tok
kstost/cokacdir 356 Claude Code 1 500 tok
joyfullservice/msaccess-vcs-addin Synchronize your Access Forms, Macros, Modules, Queries, Reports, and more with a version 356 Claude Code, Codex, OpenCode 2 7,802 tok
s87343472/backlink-pilot Automated backlink submission toolkit for indie hackers — submit your product to directory 356 Claude Code 1 1,419 tok
zhuyansen/agent-skills-hub agentskillshub.top Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, 356 Claude Code 6 2,384 tok
Cocolalilal/LastChat A Fork of Rikkahub with an overhauled UI and feature additions 356 Claude Code, Codex, OpenCode 5 9,256 tok
mezmo/aura mezmo.com AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles th 356 Claude Code 1 5,114 tok
mapbox/mcp-server Mapbox Model Context Protocol (MCP) server 354 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,525 tok
tinystruct/tinystruct tinystruct.org A lightweight, modular Java application framework for web and CLI development, des 354 Claude Code, Codex 1
Naroh091/hermes-war-room UI layer for the native Hermes orchestration features 354 Claude Code 1
mediar-ai/mcp-server-macos-use macos-use.dev AI agent that controls computer with OS-level tools, MCP compatible, works with any model 354 Claude Code 1 648 tok
imran31415/kube-coder helm chart for a isolated dev coding environment pod in kubernetes 354 Claude Code 8
AndrewDryga/emisar emisar.dev Let AI agents investigate and operate infrastructure through declared actions, bounded by 353 Claude Code, Codex, Gemini CLI, OpenCode 30 1,937 tok
0xku/kon Kon is a minimal coding agent (and also a highly opinionated one) 353 Claude Code, Codex, OpenCode 3 305 tok
leiting-eric/DailyBrief leiting-eric.github.io Daily AI news briefings · GitHub trending + X trending articles + market technical analysi 353 Claude Code, Codex, OpenCode 2 1,642 tok
coffeegrind123/gemini-for-claude-code This python program allows you to use Claude Code with Google's Gemini models. 353 Claude Code 1 2,184 tok
VasiHemanth/tokentelemetry tokentelemetry.com Token telemetry dashboard for AI autonomous and coding agents — tracks tokens, sessions, t 352 Claude Code, Codex, OpenCode 9 91 tok
YoshiiRyo1/document-templates-for-aws 352 Claude Code 4 1,659 tok
earthtojake/step.parts step.parts 12,000+ open source STEP parts for your next CAD project 352 Claude Code, Codex, OpenCode 2 2,579 tok
mysticaltech/marketingskills Marketing skills for AI agents (Agent Skills spec). Fork of coreyhaines31/marketingskills 352 Claude Code, Codex, OpenCode 2 1,574 tok
cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server 352 Claude Code 5 8,569 tok
Kohei-Wada/taskdog kohei-wada.github.io Terminal task manager with intelligent schedule optimization.Keyboard-only. No dragging, n 351 Claude Code 1 2,462 tok
Singtaa/OneJS onejs.com Your web skills, now in Unity. 351 Claude Code, Codex, OpenCode 2 3,440 tok
rainnoon/oc-claw oc-claw.ai A desktop pet that monitors your AI coding agents (OpenClaw, Claude Code, Codex, Cursor, G 350 Claude Code 1 9,271 tok
coleam00/remote-agentic-coding-system Remote Coding Agent for the Dynamous Agentic Coding Course and special Black Friday livest 350 Claude Code 1 3,827 tok
86maid/ddddocr Rust version of ddddocr and ocr_api_server, with binary releases and CAPTCHA recognition; 350 Claude Code, Codex 1
terancejiang/Turtle_investment_framework Guigui Strategy’s Claude Code/Cowork workflow and corresponding screener; requires the Tus 350 Claude Code 5
obra/superpowers-chrome Claude Code plugin for direct Chrome browser control via DevTools Protocol - zero dependen 350 Claude Code 1 3,399 tok