How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
enudler/nudlers nudlers.com Smart personal finance tracker for Israeli banks & cards. Features AI categorization, recu 31 Claude Code 1 2,785 tok
kurrent-io/kcap-cli capacitor.kurrent.io Kurrent Capacitor CLI — collaboration for Agentic Coding era 31 Claude Code 1 7,814 tok
bluebluegrass/KnowYourCompany 31 Claude Code, Codex, OpenCode 3 155 tok
JoshMock/the-agency a coding agent harness 31 Codex, OpenCode 1 368 tok
DdUdle/ctxdebug MCP-powered reverse engineering platform connecting WinDbg, IDA Pro & x64dbg with 160+ AI- 31 Claude Code 1 5,434 tok
channelramble/DensityToggle Shrink Wear OS display density so sideloaded phone apps fit the round screen — Galaxy Watc 31 Claude Code 1 3,642 tok
WatermelonBros/reado reado.watermelon-studio.it Inverted code review: a read-first IDE where you comment on the lines that matter and your 31 Claude Code 2 1,133 tok
TeXmeijin/claude-code-mascot-statusline 🐾 A tiny pixel pet that lives in your Claude Code status line — it thinks when you think, 31 Claude Code, Codex, OpenCode 2 6,116 tok
neoswarm/neosh neoswarm.dev A TUI agent orchestrator for power users. 31 Claude Code, Codex, OpenCode 2 41,811 tok
zigpy/zigpy-ota Zigbee OTA images for zigpy/ZHA 31 Claude Code 1 9,538 tok
isiahw1/mcp-server-bing-webmaster MCP server providing access to Bing Webmaster Tools API endpoints for SEO management and a 31 Claude Code 1 2,320 tok
PSYOP-Z/UIUXProMax 31 Claude Code 8 1,007 tok
axisrow/hhru CLI tool for searching jobs, applying, and boosting resumes on hh.ru via Playwright 31 Claude Code, OpenCode 3 17,525 tok
regutierrez/ui-ux-skill UI-UX skill that is a fork of https://github.com/nextlevelbuilder/ui-ux-pro-max-skill, rew 31 Claude Code 2 980 tok
ar27111994/penpot-mcp skills.sh AI-agent skill for creating, auditing, and maintaining Penpot design systems, prototypes, 31 GitHub Copilot 1 964 tok
mohitbadwal/ringback Let your AI agent call your phone and talk to you — MCP servers for live, interruptible vo 31 Claude Code 2 —
Freespirits/social-auto-engine Multi-channel social media platform. Manage Facebook, Instagram, LinkedIn, TikTok, and X f 31 Claude Code 1 2,080 tok
WYRE-AI/connectwise-manage-mcp conduit.wyre.ai MCP server for ConnectWise Manage (PSA) — tickets, companies, contacts, projects, and time 31 GitHub Copilot 1 857 tok
mronkko/claude-academic-research Claude Code plugin for academic research: MCP-grounded citations, empirical integrity, sys 31 Claude Code 1 7,528 tok
peter-stratton/dark-factory Human constraints, interactive planning, autonomous execution. 31 Claude Code 10 118 tok
gabrielmaialva33/camera-hack 🔓 Root shell + persistent hack on a Yoosee/Jortan IP camera (Anyka AK3918EV330) via UART 31 Claude Code 1 468 tok
ToolJet/tooljet-mcp tooljet.com Build ToolJet apps end-to-end via governed MCP tools and an app-builder skill. 31 Claude Code, Codex, OpenCode 2 1,309 tok
just1step/solidworks-mcp A Model Context Protocol (MCP) server for SolidWorks, enabling AI assistants to interact w 31 Claude Code, Codex 1 —
ou524u/PKUOttoElective2026Spring 31 Claude Code 1 1,871 tok
Lotus0614/ComfyUI-APP-MCP a comfyui plugin to transform APP Mode workflow to MCP 31 Codex, OpenCode 1 635 tok
lebek/modmixer modmixer.com Mod your favourite games without writing code. Modmixer is a desktop app that decompiles/i 31 Claude Code 4 —
Rekin226/aquascope rekin226-aquascope-explorer.static.hf.space Explore river records and run reproducible water analyses in your browser. Open hydrology 31 Claude Code, GitHub Copilot 2 4,122 tok
Qswhisper/PVF-Ai-Agent-Workbench tieba.baidu.com Portable AI Agent Workbench for safer DNF/DFO Script.pvf inspection and editing. Self-cont 31 Codex, OpenCode 2 3,979 tok
harness/harness-ai 31 Claude Code, Codex, OpenCode 2 2,692 tok
abubakarsiddik31/skill-manager abubakarsiddik31.github.io Your Claude, Codex, Cursor, and OpenCode skills pile up across 4+ config folders with no w 31 Claude Code, Codex, OpenCode 2 1,316 tok
7tg/django-admin-mcp 7tg.github.io Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin to your Mo 31 Codex, GitHub Copilot, OpenCode 2 2,614 tok
roostercoopllc/flipper-mcp AI-powered MCP server for Flipper Zero. Control SubGHz, NFC, RFID, IR, BLE, GPIO, and more 31 Codex, OpenCode 1 4,729 tok
ehs208/TimeTree-MCP Talk to your TimeTree calendar from Claude, Codex, Cursor, and other MCP clients. Unoffici 31 Claude Code, Codex, OpenCode 2 2,984 tok
nikandr-surkov/ai-saas-starter ai-saas-starter-six.vercel.app AI SaaS boilerplate for Next.js 16 — Better Auth, Stripe subscriptions, credits system, AI 31 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,999 tok
russeell/jobfindsme A local-first AI job-hunting MCP Server: search BOSS Zhipin, Liepin, Zhaopin, and 51job wi 31 Codex, OpenCode 1 432 tok
WhiteTowerAI/cut-as-code Open-source agentic video editing skills — an AI-powered alternative to Opus Clip and CapC 31 Claude Code, Codex, OpenCode 2 7,086 tok
artk0de/TeaRAGs-MCP artk0de.github.io The Codebase Intelligence layer for AI coding agents. Semantic indexing, graph navigation, 31 Claude Code, Codex, OpenCode 12 229 tok
BuildGreatProducts/product-os-public The open-source version of ProductOS, your operating system for building, launching and gr 31 Codex, OpenCode 1 2,739 tok
minpeter/kiro-lb Kiro proxy gateway 31 Codex, OpenCode 1 4,525 tok
Mason-Levyy/myfitnesspal-mcp MCP server for MyFitnessPal to log meals, search foods with macros, track trends from Clau 31 Claude Code 1 2,385 tok
mindset-ai/memex-ai Memex AI full source code 31 Claude Code 1 4,439 tok
jantimon/web-performance-debugger npmjs.com Drive Chrome or Firefox (Puppeteer), or profile Node in-process, to attribute layout, styl 31 Claude Code, Codex, OpenCode 2 12,343 tok
labex-labs/labex-cheatsheets labex.io Cheatsheets for Programming Beginners 31 GitHub Copilot, Gemini CLI 2 1,788 tok
Softleif/seqair seqair.softleif.se BAM/SAM/CRAM/FASTA reader, pileup engine, BCF/BAM writing 31 Claude Code, Codex 5 6,249 tok
CarlosDanielDev/maestro carlosdanieldev.github.io Maestro spawns and monitors multiple AI agent sessions working on the same project simulta 31 Claude Code, Codex, Gemini CLI, OpenCode 33 2,479 tok
kpassapk/devops.el Agentic Devops on Emacs Org Mode 31 Codex, OpenCode 1 921 tok
sorah/config config 31 Claude Code 1 —
mrviduus/textstack textstack.app A reader that helps you finish dense tech books. Contextual word explanations, capped week 31 Claude Code 17 5,296 tok
jggomez/expert-ai-developer-skills 31 Claude Code, Codex, OpenCode 2 6,641 tok
MicrosoftLearning/trainer-demo-deploy MOC Demo deployment scenarios using AZD. 31 Claude Code, Codex, GitHub Copilot 30 12,300 tok