How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Lians-ai/Lians lians.ai Evidence-backed proof of done for Claude Code, Codex, Cursor, and other AI coding agents. 17 GitHub Copilot 1 285 tok
jamillazarev/multica-ops ai.jamillazarev.com Mops 🐶 — your Executive Advisor for Multica: builds and runs an autonomous company of AI 17 Claude Code, Codex, OpenCode 2 9,401 tok
happendev/Kanera kanera.app A polished project management tool with workspace-wide lists, labels and custom fields, au 17 Claude Code, Codex, OpenCode 2 2,377 tok
jacebenson/jsn jsn.jace.pro 17 Codex, OpenCode 1 1,931 tok
akasecurity/ai-tc akasecurity.github.io Guardrails for the agent harness. Regulated data stays on your machine, and every prompt a 17 Claude Code, Codex, Gemini CLI, OpenCode 3 3,712 tok
jordiboehme/crystalline Local-first crystalline intelligence for AI agents: the knowledge that endures across sess 17 Codex, OpenCode 1 7,422 tok
AlexeyPerov/Unity-Open-MCP Unity-Open-MCP is a complete set of tools to use AI with Unity. It acts as a bridge betwee 17 Codex, OpenCode 1 1,376 tok
dualface/onevoke quicktui.ai Onevoke - One person. Many agents. 17 Codex, OpenCode 1 12,247 tok
hyeongchankim/poneytail 17 Codex, GitHub Copilot, OpenCode 2 1,121 tok
raffertyuy/repo-of-repos 17 Claude Code, Codex, OpenCode 17 2,373 tok
JustinPerea/midjourney-cc-skill A Claude Code skill that learns Midjourney prompt engineering through iterative refinement 17 Claude Code, Codex, OpenCode 10 16,847 tok
jasonhnd/design-md-generator Generate publication-quality DESIGN.md files from any website URL. Extract computed styles 17 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,427 tok
justjavac/glitch-token glitch-token.jjc.fun A database of LLM glitch tokens: a curated catalog of publicly documented anomalous tokens 17 Codex, OpenCode 1 903 tok
sparq-org/sparq sparq-org.github.io sparq is a lightning-fast RDF triplestore and SPARQL 1.1 / 1.2 engine, written in Rust — u 17 Claude Code, Codex, OpenCode 31 20,020 tok
mkih76/SLB shenlun-daily.pages.dev AI platform for grading civil service exam essays — AI grading, appreciation of effective 17 Codex, OpenCode 1 8,118 tok
371684029/oh-my-co-work Human-machine collaboration · All things unified · Everything can be a Workflow 17 Codex, OpenCode 1 2,876 tok
anteriovieira/osc-mcp-server MCP server for controlling digital mixers (Behringer X32, Midas M32, etc.) via OSC 17 Codex, OpenCode 1 2,229 tok
joshLong145/ambits visualize, and report code coverage within llm sessions 17 Codex, OpenCode 1 858 tok
elgatosf/elgato-mcp-server A Model Context Protocol (MCP) server that provides automation capabilities with Elgato ap 17 Claude Code 1 962 tok
Sqcows/forgejo-mcp A Model Context Protocol (MCP) server for Forgejo and Gitea instances. Provides 103 tools 17 Claude Code 1 1,609 tok
kabirnarang39/wardline kabirnarang39.github.io Open source control-plane proxy for AI agents: identity, policy, budget, audit for MCP and 17 Claude Code 1 1,372 tok
dinglebear-ai/yarr npmjs.com Rust MCP and CLI server for media automation fleets: Sonarr, Radarr, Prowlarr, Tautulli, O 17 Claude Code, Codex, Gemini CLI, OpenCode 4 9,543 tok
adamanz/grok-bot-skill skills.sh Cursor / Agent Skill to chat with Grok Bot teammates and create new Grok Bots from the CLI 17 Codex, OpenCode 1 114 tok
yeisonrestrepo/code-conductor A governance layer for Claude Code sessions: hooks that check an agent's commands before t 17 Claude Code 18 2,290 tok
dip497/hivemind hivemind.griiken.com Build the workspace your coding agents work in. 17 Claude Code, Codex, OpenCode 10 5,344 tok
pipeshub-ai/mcp-server pipeshub.com This repository contains the packages that make up Pipeshub’s local MCP server 17 Claude Code, Codex, OpenCode 2 1,177 tok
Remotivated/job-hunt-skills AI-assisted skills for a practical job search — resume tailoring, cover letters, company r 17 Claude Code, Codex, OpenCode 3 1,010 tok
ZhangDongyang800/Aseprite_MCP Most Aseprite MCPs give AI hands. This one gives it eyes — it draws, looks at the canvas, 17 Claude Code, Codex, OpenCode 2 4,620 tok
AI-Routing-Research-Institute/codex-provider-hub A local multi-provider routing hub for Codex and Claude Code: integrates CC Switch and sup 17 Codex, OpenCode 2 1,193 tok
architawr/claude-bpmn-skill Claude Code plugin (Agent Skill) for BPMN 2.0 - read, explain, create & edit .bpmn process 17 Claude Code 1 1,256 tok
wenn-id/comicsol Create Comic with Plan anywhere. Render anywhere. Resume everywhere. 17 Codex, OpenCode 1 2,507 tok
Astro-Craft-Theme/8-BitQuest astrocraftthemes.com A retro pixel-art developer portfolio theme for Astro, the web framework. 20 pages, 39 UI 17 Claude Code, Codex, OpenCode 3 2,003 tok
cth9191/morning-intel The morning brief on steroids — self-installing Claude Code skill pack: AI news, X, HN, Yo 17 Claude Code 1 1,121 tok
xtruder/opencode-claude-max-plugin OpenCode plugin for Claude Max/Pro subscription via @anthropic-ai/sdk 17 Codex, OpenCode 1 3,820 tok
xiaoxiao341/Chat2Agent An open-source bridge suite that gives the ChatGPT web client local workspace capabilities 17 Codex, OpenCode 1 275 tok
get-dst/dst dataservetool.com dst (data serve tool) — open-source semantic layer and MCP server between the AI your team 17 Claude Code 1 804 tok
nukIeer/higgsfield-unlimited-mcp Complete MCP server for Higgsfield AI in unlimited mode — all image/video/audio models 17 Claude Code 1 —
strelov1/freehire-mcp freehire.me MCP server over the freehire job API — search, filter, and apply to IT jobs from any MCP h 17 Claude Code 1 —
Indium-AI-Labs/indium-agentkit indium-agentkit is a distribution scaffold for sharing AI coding-agent skills, subagents, 17 Codex, GitHub Copilot, OpenCode, Windsurf 3 11,470 tok
vladm3105/aidoc-flow-framework 17 Claude Code, Codex, OpenCode 15 5,602 tok
EveryInc/google-workspace-mcp-server 17 Claude Code 1 112 tok
dmoskov/shadowsky shadowsky.io 17 Claude Code 22 1,176 tok
marclove/typeforge Basic TypeScript Node.js repository scaffold (no frameworks) with fantastic DX out-of-the- 17 Claude Code, Codex, OpenCode 3 1,663 tok
datarobot-oss/datarobot-genai genai.datarobot.com Repository for datarobot-genai library 17 Claude Code, Codex, Cursor, OpenCode 3 260 tok
samuelzxu/claude-evolve 17 Claude Code 1 818 tok
cobbler/cobbler-web cobbler.github.io Our new seperate Angular based web interface for Cobbler 17 Claude Code, Codex, OpenCode 2 2,173 tok
honobonosun/vscode-language-hsp3 A VSCode extension providing HSP3 syntax highlighting and other features 17 Claude Code, Gemini CLI 2 5,246 tok
kavo-labs/kavo kavo.js.org 🚀 The fastest way to build CRUD APIs in TypeScript. Works with your favorite JavaScript f 17 Claude Code 22 5,138 tok
jujunjun110/product-starter 17 Claude Code 11 1,104 tok
ActiveInferenceInstitute/GEO-INFER GEO-INFER — a 44-module geospatial inference monorepo from the Active Inference Institute. 17 Claude Code, Codex, OpenCode 2 4,424 tok