How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Brisanet/ion main--62eab350a45bdb0a5818520e.chromatic.com 31 Claude Code, Cursor 7 985 tok
Sitecore/xmcloud-starter-js xmcloud-starter-js-chi.vercel.app 31 Claude Code, Windsurf 2 18,433 tok
pmwl0128/pokemon_champion_agent champion.mpan.top Pokémon Champions Agent Skills set for battle dex, metagame data, exact damage/Speed calcu 31 Claude Code, Codex, OpenCode 2 3,956 tok
miniLV/Plexus minilv.github.io One-click setup for MCP servers, skills, and rules across AI coding agents, including Clau 31 Claude Code, Codex, OpenCode 2 9,480 tok
olgasafonova/miro-mcp-server MCP server for controlling Miro whiteboards with AI assistants 31 Claude Code, Codex, Cursor, OpenCode 5 2,424 tok
bpauli/gccli A command-line interface for Garmin Connect - activities, health, workouts, devices, and m 31 Claude Code, Codex, OpenCode 2 4,402 tok
zhaixin244-wq/fnw A Claude Code plugin for process management from requirement sorting to delivery 31 Claude Code 1 4,298 tok
shyuan/writing-humanizer Claude Code plugin: removes traces of AI writing from articles, making the text more natur 31 Claude Code, Codex, OpenCode 2 1,332 tok
Borda/AI-Rig borda.github.io A collection of personal AI coding assistant configurations, specialist agents, and automa 31 Claude Code, Codex, OpenCode 3 4,761 tok
jkolo/debug-mcp debug-mcp.net MCP server for .NET debugging — 34 tools for breakpoints, inspection, exception autopsy, c 31 Claude Code 12 3,074 tok
verygoodplugins/mcp-freescout An MCP (Model Context Protocol) server for FreeScout helpdesk ticket management and workfl 31 Claude Code, Codex, OpenCode 3 417 tok
Desko77/1c-templates-mcp MCP server with semantic search for 1C (BSL) code templates. 2,200+ templates, CRUD web UI 31 Claude Code 1 664 tok
onebrain-ai/onebrain onebrain.run AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 24+ sk 31 Claude Code, Codex, Gemini CLI, OpenCode 4 767 tok
dipseth/google_workspace_fastmcp2 FastMCP2 server for Google Drive uploads with Qdrant-powered semantic search 31 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 6,045 tok
azmaveth/ex_mcp Model Context Protocol (MCP) and Agent Client Protocol (ACP) client/server library for Eli 31 Claude Code 1 3,053 tok
axsaucedo/agent_data_duckdb 31 Claude Code, GitHub Copilot 2 1,382 tok
recomposesh/recompose recompose.sh Every model, in every harness, one gateway to run. 31 Claude Code, Codex 67 2,702 tok
vailsen/paperless-brain AI brain for your Paperless-ngx archive — chat with your documents via local (Ollama) or c 31 Claude Code 1 20,342 tok
Yashwanth-pilli/ILLIP Your AI company, in your device. Local-first AI platform: chat, agent crew, memory, and a 31 Claude Code, Codex, OpenCode 2 1,669 tok
ForceInjection/cuda-code-skill Converts the official documentation for NVIDIA PTX ISA 9.1, CUDA 13.1 (Runtime/Driver), Ma 31 Claude Code 1 3,509 tok
silverqsy/VR180-Silver-Bullet facebook.com Convert modded VR180 camera's footage into VR180 SBS output with gyro stabilization, rolli 31 Claude Code 1 50,612 tok
cosmincraciun97/stonewright-wp-mcp Guarded, recoverable WordPress MCP automation for Elementor, Gutenberg, WooCommerce, conte 31 Claude Code, Codex, Gemini CLI, OpenCode 3 6,554 tok
Coff0xc/CTF-MCP MCP Server for CTF challenges - 126 tools for Web/Crypto/Pwn | MCP server for CTF challeng 31 Claude Code 1 1,460 tok
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
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
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
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
bradautomates/focus-group Clone your customers from real sales-call transcripts and run them as a standing focus gro 31 Claude Code, Codex, OpenCode 2 935 tok
MnemeHQ/mneme mnemehq.com Architectural drift prevention for the agentic AI SDLC. 31 Claude Code, Codex, OpenCode 6 1,308 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 4,054 tok
harness/harness-ai 31 Claude Code, Codex, OpenCode 2 2,692 tok
ashfordeOU/grasp ashfordeou.github.io GRASP — Code architecture visualizer + 150-tool MCP server. Dependency graphs, security sc 31 Claude Code 1 2,658 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