How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
bsg100/gemini-linux Kali Linux arm64 build for Planet Computers Gemini PDA (MT6797X / Helio X25) 4 Claude Code 5
reem-sab/tech-writer-prompts An open-source, tested prompt library for technical writers. Prompts are documentation. Do 4 Codex, OpenCode 1 761 tok
jperocho/diffwarden Independent PR guardian skill/playbook. 4 Claude Code, Codex, OpenCode 2 1,076 tok
itslab42/agentctl itslab42.github.io Define AI coding-agent permissions once, enforce them everywhere. One .ai/ source of truth 4 Codex, Kiro, OpenCode 3 1,219 tok
muhammaddadu/outlook-cli 4 Codex, OpenCode 1 2,473 tok
AllenMuu/mysql-cli Go CLI for AI agent MySQL access 4 Claude Code, Codex, OpenCode 2 2,782 tok
headlinearena/headlinearena-agent-plugin headlinearena.com Skills for integrating AI agents with HeadlineArena 4 Claude Code, Codex, OpenCode 2 1,445 tok
AgiFlow/ai-plugin Agiflow's plugin for Codex, Claude Code, Antigravity, Cursor 4 Gemini CLI 1 25 tok
prevalentWare/opencode-loop-plugin npmjs.com OpenCode loop plugin for Claude Code-style /loop recurring prompts, idle-aware scheduling, 4 Codex, OpenCode 1 982 tok
asbis/ShapeItUp Scripted CAD for VS Code — write TypeScript, see 3D, export STEP/STL. AI-powered with Clau 4 Claude Code 1 3,704 tok
Ding-Ding-Projects/lowlevel-computer-use-mcp ding-ding-projects.github.io 4 Codex, OpenCode 1 1,452 tok
spilchen/yahoo_fantasy_mcp MCP server for Yahoo! Fantasy League 4 Claude Code 1 19 tok
JaeHyeon-KAIST/pdf2zh-next-mcp MCP server for PDF translation via pdf2zh-next with full-context LLM translation 4 Claude Code 1 696 tok
MMoMM-org/miyo-kado Where AI meets your vault, on your terms... Obsidian Vault MCP Server 4 Claude Code, Codex, OpenCode 3 1,884 tok
leixyou/chatgpt-web-image-mcp Local MCP bridge for generating and retrieving images through a dedicated ChatGPT web brow 4 Codex, OpenCode 1 276 tok
Hellowda253/KIT-PUCP-MCP Kit MCP comunitario para estudiantes PUCP: Paideia, Campus Virtual, horarios, notas, matrí 4 Codex, OpenCode 1 1,027 tok
valenZW/cst-sim-agent A Claude Code plugin turning CST Studio Suite into a conversational electromagnetic simula 4 Codex, OpenCode 1 2,419 tok
cyanheads/internet-archive-mcp-server npmjs.com Search the Wayback Machine and IA library (40M+ items), fetch archived snapshots, retrieve 4 Claude Code, Codex, OpenCode 2 11,224 tok
lllyin/mcp-cn-a-stock An A-share data MCP (Model Context Protocol) service for AI Agents. 4 Claude Code, Codex, OpenCode 2 345 tok
ahmetdenizyilmaz/midas-mcp MCP server for the Midas brokerage (atlas.getmidas.com) - portfolio, quotes and order plac 4 Claude Code 1 4,610 tok
salimfadhley/agent-inbox A SQLite mailbox for local LLM agents — one HTTP API, an ActivityStreams messaging model, 4 Claude Code, Codex, OpenCode 2 3,720 tok
kaelig/state-of-ai-in-design-systems state-of-ai-in-design-systems.netlify.app A field survey of how 20 open-source design systems make themselves AI-friendly: MCP serve 4 Claude Code, Codex, OpenCode 10 5,437 tok
davidmosiah/fitbit-mcp wellness.delx.ai MCP server for Fitbit — query daily activity, heart rate, sleep, and body data from your F 4 Codex, OpenCode 1 152 tok
nitin27may/ms-graph-mcp nitinksingh.com Microsoft Graph MCP server for AI agents — 85 tools across Outlook mail & calendar, Teams, 4 Claude Code 1 3,394 tok
satohubai/onchain-agents satohub.ai ⬡ The scored, daily-updated index of the onchain agent stack — frameworks, MCPs, wallets, 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,587 tok
ashyeager/harikos.ai harikos-ai.vercel.app Truth based memory for AI coding Agents. 4 Codex, OpenCode 1 1,367 tok
JTCHE/houdini-mcp Houdini MCP — AI control of Houdini via Model Context Protocol (fork of kleer001/houdini-m 4 Claude Code, Codex, OpenCode 2 492 tok
kody-bot/home-mcp-starter kody.codes Starter for a home MCP server you can connect to Kody over Cloudflare Tunnel and Access. 4 Codex, OpenCode 1 53 tok
robconery/kolea Kōlea — self-hosted broadcasts, drip sequences, and transactional email in one Cloudflare 4 Claude Code 27 1,741 tok
hronaut/hronaut hronaut.dev The browser your coding agent can come back to — visible, persistent, isolated workspaces 4 Codex, OpenCode 1 1,310 tok
ssheleg/super-ux skills.sshlg.me Scenario-driven UX for coding agents: vision, personas, flows, screens, acceptance scenari 4 Claude Code, Codex, OpenCode 2 2,208 tok
testivai/testivai-oss testiv.ai Local-first visual regression testing for Playwright, Selenium, WebdriverIO, Python, Java 4 Claude Code, Codex, OpenCode 2 4,479 tok
Indhar01/MemoGraph indhar01.github.io MemoGraph is an intelligent personal memory management system for Large Language Models (L 4 Claude Code 1 2,262 tok
anishmoncivarghese/sonde Local code-context engine for AI coding agents: structural answers within a token budget. 4 Claude Code, Codex, OpenCode 7 1,941 tok
nworks3d/THOR-memory-bible-for-AI A memory for your AI coding assistant. It keeps what you tell it and hands the right note 4 Codex, OpenCode 1 3,658 tok
hanselhansel/context-cli LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content de 4 Claude Code 11 2,591 tok
robdefeo/agent-skills A collection of reusable skills for AI coding agents, published via skills.sh 4 Claude Code 2
dig1t/skills 4 Claude Code, Codex 3
Maartenlouis/elevenlabs-remotion-skill Generate professional AI voiceovers for Remotion videos using ElevenLabs. Features scene-b 4 Claude Code 1 4,097 tok
labjp-mcp/mcp-sessionize MCP server for Sessionize event data 4 Claude Code 1 1,517 tok
endlessblink/clean-cut-mcp Simply describe your animation, and watch Claude create stunning React-powered videos in a 4 Claude Code, Codex, OpenCode 10 903 tok
YawLabs/lemonsqueezy-mcp yaw.sh LemonSqueezy MCP server for managing your store from AI assistants 4 Claude Code 1 1,777 tok
grncdr/missive-mcp A remote MCP server for interacting with Missive 4 Claude Code 1 924 tok
Fupete/design-system-italia-mcp fupete.github.io Filo è un server MCP sperimentale e non ufficiale per il Design system .italia | Filo is a 4 Claude Code 1 9,706 tok
jcafazzo/fhir-mcp Enhanced FHIR MCP server with data quality assessment and comprehensive healthcare data ac 4 Claude Code 1 524 tok
jmagly/hound-mcp MCP server for Hound code search - expose regex-based code search to Claude Code and AI ag 4 Claude Code, Codex, OpenCode 2 314 tok
mjbommar/kernel-lore-mcp pypi.org MCP + REST server exposing fast search over Linux kernel mailing list archives (lore.kerne 4 Claude Code 1 4,948 tok
huber/fronius-mcp-server 4 Claude Code 1 2,083 tok
IndelibleVivi/mcp-app-production-fieldlab Executable, evidence-bounded MCP App production field lab 4 Codex, OpenCode 1 1,217 tok
badchars/steganography-mcp npmjs.com 128-tool MCP server for steganography analysis — LSB detection, chi-square steganalysis, R 4 Claude Code 1 422 tok