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
longbridge/skills open.longbridge.com 71 Claude Code 1 3,231 tok
VisualxIntelligence/mattpocok-skills 71 Claude Code 1 186 tok
jiang198012/workbuddian obsidian.md Obsidian plugin turning local CodeBuddy CLI or Hermes agent into an in-vault AI chat with 71 Claude Code 1 2,005 tok
yakew7/Fair-Code thefaircode.xyz Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, welfare, and t 71 Claude Code 1 477 tok
rullerzhou-afk/pet-forge A reusable toolkit for building SVG and APNG desktop pets, with route guides, prompt templ 71 Claude Code 1 723 tok
binggg/Claude-Code-Web-GUI binggg.github.io Browse, view and share your Claude Code sessions - runs entirely in the browser Browse and 71 Claude Code 1 58 tok
karaage0703/mcp-rag-server zenn.dev 71 Claude Code 1 1,274 tok
nitinjain999/platform-skills A platform engineering handbook covering Kubernetes, OpenShift, Argo CD, Flux CD, AWS, Azu 71 Claude Code, GitHub Copilot, Cursor 3 8,537 tok
opencues/opencues opencues.com The open standard for omnipresent AI. Claude Code, OpenCode, Gemini CLI, Shell, Chrome, De 71 Claude Code 1 30,563 tok
bilalnaseer/wsp-wordpress-mcp wspmcp.com WSP MCP - Free WordPress MCP For Connecting AI Coding Agents 71 Claude Code, Codex, OpenCode 2 29,000 tok
Synthesys-Lab/assassyn Asynchronous semantics for architectural simulation and synthesis. 71 Claude Code, Codex, Cursor, OpenCode 30 347 tok
Sunwood-ai-labs/SourceSage sunwood-ai-labs.github.io Repository analysis CLI that turns source trees into AI-friendly Markdown documentation. 71 Claude Code, Codex, OpenCode 2 1,850 tok
atopile/nonos 71 Claude Code, GitHub Copilot 2 10,286 tok
AlexanderMattTurner/agent-glovebox A minimal-friction secure experience that lets agents do their work. (beta) 70 Claude Code, Codex, GitHub Copilot, OpenCode 45 2,257 tok
SebastianElvis/clawpier Desktop app for managing sandboxed OpenClaw and Hermes AI agent instances via Docker. Buil 70 Claude Code 1 2,120 tok
bradleygolden/hexdocs-mcp hexdocs.pm Semantic search for Hex documentation, right in your editor ✨ 70 Claude Code 1 2,253 tok
contentful/skill-kit contentful.github.io TypeScript SDK for building agent skills as typed state machines — define steps, validate 70 Claude Code, Codex, OpenCode 5 2,833 tok
raohwork/forgejo-mcp A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants 70 Claude Code 1 1,480 tok
simion/reviewd Local AI pull request reviewer — review GitHub and BitBucket PRs right from your terminal, 70 Claude Code 1 881 tok
color4-alt/CiteCheck Agent Skill: Check academic paper citations for format, queryability, thematic relevance, 70 Claude Code, Codex, Gemini CLI, OpenCode 3 1,320 tok
storybook-astro/storybook-astro storybook-astro.org 70 Claude Code, Codex, OpenCode 8 8,030 tok
DanWahlin/ai-agent-board Drag-and-drop Kanban board that delegates coding tasks to AI agents — GitHub Copilot, Clau 70 Claude Code, Codex, OpenCode 17 2,948 tok
RYOITABASHI/Shelly ryoitabashi.github.io AI terminal and agent runtime for Android — Codex and Claude Code on the phone, with an ap 70 Claude Code, Codex, Gemini CLI, OpenCode 3 21,462 tok
monarch-initiative/dismech dismech.monarchinitiative.org Disease Mechanisms KB 70 Claude Code, Codex, GitHub Copilot, OpenCode 43 267 tok
mikkovihonen/quadletman mikkovihonen.github.io Web application for managing rootless podman containers with quadlets and systemd 70 Claude Code, Codex, GitHub Copilot, OpenCode 3 16,535 tok
MarcelRoozekrans/roslyn-codelens-mcp Roslyn-based MCP server giving AI agents deep semantic understanding of .NET/C# codebases 70 Claude Code 1 255 tok
erosTeam/NextE Native HarmonyOS NEXT E-Hentai / ExHentai client 70 Claude Code, Codex, OpenCode 2 1,358 tok
whats2000/isaacsim-mcp-server Isaac Simulation 5.1.0~6.0.1 MCP Extension and Server 70 Claude Code 1 3,701 tok
ruchernchong/mcp-server-google-analytics Model Context Protocol server for Google Analytics, enabling LLMs to fetch and analyze web 70 Claude Code 1 663 tok
vtxf/mcp-all-in-one A powerful MCP (Model Context Protocol) service aggregator that combines multiple MCP serv 70 Claude Code, Codex, OpenCode 6 286 tok
impecablemee/gtm-mcp gtm-mcp.com Open-source B2B cold outreach pipeline for Claude Code. One /launch command: find companie 70 Claude Code 23 1,429 tok
1c-neurofish/onec-client-mcp-devkit An MCP server implementation that runs in the 1C:Enterprise client 70 Claude Code, Codex, OpenCode 3 483 tok
uk0/web-search-fast A simple local web search MCP that can be provided externally at cluster scale. 70 Claude Code 1 2,256 tok
GregorBiswanger/featherspec A featherweight spec-driven development template with a Memory Bank, for Claude Code, GitH 70 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,280 tok
NuGuardAI/nuguard nuguard.ai AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests 70 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,030 tok
treesoop/ai-news-mcp 70 Claude Code 1 854 tok
Cognitohazard/ltspice-mcp MCP server giving LLMs the ability to design, simulate, and analyze SPICE circuits via LTS 70 Claude Code 1 5,367 tok
northgraindata/dbt-doctor dbt-doctor.northgraindata.com Static analysis and health checks for dbt projects. Find missing docs, missing tests, sche 70 Claude Code, Codex, OpenCode 2 254 tok
huaweicloud/huaweicloud-devkit Official Huawei Cloud plugin for AI agents — skills, MCP tools, safety guardrails, and cl 70 Claude Code, Codex, OpenCode 1 2,964 tok
esp-mosaico/esp-mosaico-vibe Vibe coding with ESP-Mosaico! 70 Claude Code, Codex, OpenCode 8 1,485 tok
kinncj/Heimdall Heimdall is a lightweight, cross-platform hardware monitoring system with a real-time term 70 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,135 tok
seyka-ai/yandex-tools-mcp seyka.ru MCP servers for Yandex APIs: Search, Wordstat, Webmaster, Metrika and Direct. Keyword rese 70 Claude Code 5 2,648 tok
ai-dvps/comate ai-dvps.github.io Comate is a desktop AI workspace that brings Claude Code into a polished, native app exper 69 Claude Code, Codex 5 2,422 tok
JasonxzWen/harness-hub Repository-first deterministic migration and atomic Skill source for Claude Code and Codex 69 Claude Code, Codex, OpenCode 2 3,386 tok
shepard-system/shepard-obs-stack Self-hosted observability for AI coding agents. Clone. Configure. See. 69 Claude Code 8 6,487 tok
knowall-ai/mcp-neo4j-agent-memory knowall.ai Memory management MCP server for AI agents using Neo4j knowledge graphs 69 Claude Code 1 930 tok
lansespirit/image-gen-mcp An MCP server that integrates with gpt-image-1 & Gemini imagen4 model for text-to-image ge 69 Claude Code 1 112 tok
nganiet/mcp-vercel MCP server connecting Claude to Vercel 69 Claude Code 1 733 tok
acegraphx/hermes-desktop-win Native Windows (WPF) port of Hermes Desktop — SSH-based workspace for Hermes Agent. Termin 69 Claude Code 1 3,737 tok
tan-yong-sheng/triliumnext-mcp MCP server for TriliumNext Notes 69 Claude Code, Codex, OpenCode 20 11,344 tok