How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
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
ADevillers/Pupil Let agents perceive, indicate, and act in any application. 38 Cursor 1 —
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
roxybrowserlabs/roxybrowser-mcp-server 38 Codex, OpenCode 1 4 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
alonsovm44/glupe Glupe 🙏🌹. Constrain where AI can generate code. Keep the rest of your codebase untouched 38 Gemini CLI 1 12 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
tuo-lei/vibe-replay vibe-replay.com Turn AI coding sessions into animated, interactive web replays 38 Claude Code, Codex, OpenCode 4 7,754 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
nicolasmelo1/logion logion.sh "Does this actually work with my agent?" An open, versioned registry of AI-agent artifacts 38 Codex, OpenCode 1 1,733 tok
mythkiven/rednote-director-skill Agent Skill for Xiaohongshu/RedNote creators: carousel planning, visual direction, cover a 38 Codex, OpenCode 1 713 tok
shuntacurosu/llm_council_skill A Claude Skill that orchestrates multiple LLMs as a council, generating collective intelli 38 Codex, OpenCode 1 831 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
BiglionX/SkillHub skillhub.proclaw.cc An open-source AI Agent skill marketplace | Publish, share, and manage Skills | Supports m 38 Codex, OpenCode 1 6,782 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
xSAVIKx/okf-skills xsavikx.github.io Open Knowledge format agentic skills 38 Codex, OpenCode 1 3,959 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
zap-coding-agent/zap-coding-agent zap.justpush.cloud ZAP is a terminal-first, local AI coding agent built in Rust. It uses AST-powered codebase 38 Claude Code 1 294 tok
jgkme/Add-Remote-Torrent chromewebstore.google.com Chrome browser extension to add torrents to various remote torrent clients (qBittorrent, T 38 Cursor 7 —
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
jongalloway/dotnet-mcp MCP wrapper for the .NET SDK 38 GitHub Copilot 1 4,030 tok
koreyba/Claude-Skill-pdf-to-epub Contains clause skills that can be installed to AI agents. 38 Codex, OpenCode 1 486 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
theagenttimes/agent-news The best news MCP server — 150+ verified articles/day with confidence scores, Ed25519 pro 38 Codex, OpenCode 1 424 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
stasstepv/hermes-pwa Unofficial mobile PWA for Hermes Agent — installs as a plugin in your Hermes Dashboard (we 38 Codex, OpenCode 1 1,326 tok
avala-ai/agent-code avala-ai.github.io An AI-powered coding agent for the terminal, written in pure Rust 38 Codex, OpenCode 1 2,846 tok
shuangji66/fluxor A mihomo control panel for Linux 38 Codex, OpenCode 1 30,154 tok
Navyum/chrome-extension-yuque yuque.toolab.top Batch export Yuque documents to local storage. What you see is what you can download. Supp 38 Claude Code, Codex, OpenCode 2 3,561 tok
Cascadia-PLM/Cascadia-App cascadiaplm.com Cascadia is a modern Digital Thread application designed to replace traditional low-code P 38 Claude Code 5 13,472 tok