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
tankpkg/tank tankpkg.dev Security-first package manager for AI agent skills 38 Claude Code, Codex, OpenCode 3 8,837 tok
rp1-run/rp1 rp1.run Ready Player One - stop prompting; start shipping 38 Claude Code, Codex, OpenCode 2 4,082 tok
shyftai/WEBOS shyft.ai Content Operating System — content marketing, SEO, social media, publishing. Create it. Pu 38 Claude Code 31 553 tok
pedrocivita/tocket Tocket Transmition Protocol 38 Claude Code, Codex, Gemini CLI, OpenCode 4 2,338 tok
paceaitian/paceflow Deterministic workflow enforcement and persistent engineering memory for long-running codi 38 Claude Code 1 1,101 tok
exiw-ai/proofloop AI orchestrator that runs until done. Define what "done" means, go to sleep, wake up to ve 38 Claude Code 1 551 tok
Pretend-to/mio-chat-backend ai.krumio.com 🤖 MioChat — An open-source operating system for agents. Three-level Agent / Session / Sub 38 Claude Code, Codex, OpenCode 2 5,952 tok
pontjs/pontx pontx.dev OpenAPI lifecycle management for API discovery, documentation, type-safe SDK generation, C 38 Claude Code, Codex 2 2,315 tok
Nayshins/ummon The semantic layer for software engineering: Connect code to meaning, build on understan 38 Claude Code 1 926 tok
clubpay/ronykit API Framework supporting REST and RPC. 38 Claude Code, Codex, OpenCode 3 2,140 tok
worktale/worktale-cli Your dev story, told beautifully. Worktale turns your git history into a personal record 38 Claude Code 1 —
streetrace-ai/streetrace streetrace.ai Open runtime + DSL for structured multi-agent systems. 38 Claude Code 11 2,745 tok
manusco/resonance Operator-grade AI agent skills for Claude Code, Cursor, Codex, and opencode. 38 Claude Code, Codex, OpenCode 2 4,027 tok
nirholas/UCAI ucai.ninabrekkerese.workers.dev Universal Contract AI Interface (UCAI) 🔗 ABI to MCP | The open standard for connecting AI 38 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 926 tok
Orenoid/harness-kanban A cloud-based kanban tool for managing fully containerized coding agents that run 24/7 to 38 Claude Code, Codex, OpenCode 2 7,708 tok
AustinKelsay/nostr-mcp-server A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents 38 Claude Code 1 727 tok
eliornl/rolemule eliornl.github.io RoleMule — One mule for every role. Self-hosted AI job companion. Paste a posting (or Chro 38 Claude Code, Cursor 2 10,287 tok
DanWahlin/github-azure-agentic-journeys aka.ms Idea → Prototype → Reality: Agentic journeys to help you build and deploy applications to 38 Claude Code, Codex, OpenCode 10 2,944 tok
inceptyon-labs/TARS TARS is a centralized hub for discovering, creating, editing, and managing Claude Code res 38 Claude Code, Codex, OpenCode 11 729 tok
datenoio/iterabledata datenoio.github.io Iterable Data is a Python library for reading and writing data files row by row in a consi 38 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 13 2,467 tok
kocakli/Trello-Desktop-MCP trello.mcplab.tr Trello integration for Claude Desktop via Model Context Protocol (MCP) - 19 tools for comp 38 Claude Code 1 893 tok
hoblin/claude-ruby-marketplace Claude Code plugin marketplace for Ruby and Rails development 38 Claude Code 1 666 tok
digitalocean-labs/do-app-platform-skills Claude/Agent Skills for DigitalOcean App Platform - deployment, migration, networking, dat 38 Claude Code 1 767 tok
influxdata/influxdb3_mcp_server MCP Server for InfluxDB 3 38 Claude Code, Codex, OpenCode 5 1,129 tok
FranRom/pupila Local-first daily job aggregator. AI review per job via your own LLM CLI, swipe-to-apply t 38 Claude Code, Codex, OpenCode 15 14,073 tok
theogbrand/yoink yoink is an AI agent that removes complex dependencies by reimplementing only what you nee 38 Claude Code, Codex, OpenCode 3 18 tok
Vaiz/rust-mcp-server MCP server for development in Rust 38 Claude Code, GitHub Copilot 2 691 tok
loocor/mcpmate mcp.umate.ai MCPMate is a progressive MCP management center for organizing servers, clients, profiles, 38 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,931 tok
evolsb/claude-code-google-workspace ctsheehan.com Multi-account Google Workspace (Gmail, Drive, Calendar, Sheets, Docs) + Slack MCP servers 38 Claude Code 1 1,995 tok
alexei-led/cc-thingz Portable skills, agents, hooks, and Pi extensions for Claude Code, Codex CLI, Copilot, Cur 38 Claude Code, Codex, OpenCode 2 1,732 tok
pumblus/okf-harness okf-harness.dev Agent-first local harness for OKF-compatible LLM Wikis. 38 Claude Code, Codex, OpenCode 2 382 tok
caidish/instrMCP AI's quantum device physics laboratory's instrumentation control 38 Claude Code 3 2,640 tok
avrabe/mcp-loxone avrabe.github.io An opinionated Model Context Protocol (MCP) server for controlling Loxone home automation 38 Claude Code 1 3,536 tok
Xevos117/mcp-zotero npmjs.com MCP server for Zotero: search and manage your library, add items by DOI, find open access 38 Claude Code 6 3,863 tok
saadshahd/moo.md saadshahd.github.io A Claude Code plugin that keeps you understanding what you sign to own. 38 Claude Code 2 875 tok
desplega-ai/ai-toolbox desplega.ai AI toolbox, intended to be developed and used by agents! 38 Claude Code, Codex, OpenCode 2 1,179 tok
HIDORAKAI002/ai-workspace-archive A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP server 38 Claude Code, GitHub Copilot 2 2,797 tok
myths-labs/muse 🌀 MUSE — Memory-Unified Skills & Execution. A pure-Markdown OS for AI pair programming wi 38 Claude Code, Codex, OpenCode 18 2,438 tok
CBirkbeck/mathlib-quality Claude Code skill plugin for cleaning up, golfing, and bringing Lean 4 code up to mathlib 38 Claude Code 1 8,305 tok
advancedcommunities/salesforce-mcp-server MCP server that enables AI assistants to interact with Salesforce orgs through the Salesfo 38 Claude Code 1 1,618 tok
pvliesdonk/markdown-vault-mcp pvliesdonk.github.io Generic markdown vault MCP with hybrid search 38 Claude Code, Codex, OpenCode 17 3,944 tok
Jeffallan/writing-with-agents Claude Code skill plugin implementing Betty Flowers' Madman-Architect-Carpenter-Judge writ 38 Claude Code 1 1,629 tok
seiichi3141/kokkai_giji_mcp 38 Claude Code 1 1,486 tok
2233admin/obsidian-llm-wiki Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, 38 Claude Code, Codex, OpenCode 8 1,626 tok
jameshgordy/snipeit-mcp snipeitapp.com MCP server for Snipe-IT asset management. Enables AI assistants to manage assets, consumab 38 Claude Code 1 371 tok
theYahia/WWmcp theyahia.github.io MCP servers for Russian, CIS and non-Western APIs — 46 servers: Russia/CIS, Turkey, Gulf, 38 Claude Code 1 1,574 tok
LeeYudok/agents-scaffold leeyudok.github.io Fork-and-fill bootstrap for AI coding agents (Claude Code first, Codex/Gemini via AGENTS.m 38 Claude Code, Codex, OpenCode 7 2,772 tok
harness/harness-evals Harness Evals 38 Claude Code, Codex, OpenCode 2 8,084 tok
backblaze-labs/awesome-video-generation blze.ai A curated list of AI video generation APIs, SDKs, and tools including text-to-video, video 38 Claude Code 1 923 tok
Dangooy/trade-pipeline-skill AI-powered foreign trade document automation (Skill edition): automatically generate quota 38 Claude Code 1 942 tok