How real projects configure their agents

3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
oaslananka/kicad-studio-kit oaslananka.github.io VS Code extension for KiCad EDA workflows with schematic/PCB viewers, DRC/ERC, BOM and exp 20 Codex, GitHub Copilot, OpenCode 2 2,876 tok
pimcore/studio-backend-bundle Studio Backend bundle 20 Claude Code, Codex, GitHub Copilot 3 1,670 tok
Macavity/mapeditor Online TileMap Editor for json/tmx files exported from Tiled. 20 GitHub Copilot 1 815 tok
JustinGrote/ExcelFast A high performance PowerShell module for importing, exporting, and manipulating Excel File 20 GitHub Copilot 1 672 tok
takehaya/Vinbero A complete subset of SRv6 local function & transit written in XDP and TC 20 GitHub Copilot 1 218 tok
jrb00013/rudycanshoot MCP server + CLI that lets AI assistants take and view screenshots. Auto-installs into Cla 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,340 tok
MartinLoeper/claude-o-meter CLI tool to extract Claude AI usage metrics as JSON for status bars like HyprPanel. Includ 19 Claude Code, GitHub Copilot 2 1,583 tok
smartzan63/lucid-mcp-server 19 GitHub Copilot 1 323 tok
V0ightt/Rassam rassam.dev Rassam is an agent that lets you create flowcharts and convert them to code and vice versa 19 Claude Code, GitHub Copilot 2 2,661 tok
fadwen/Powershell-Copilot-Standards techbyjeff.net Enterprise-grade PowerShell development standards and GitHub Copilot instructions for cons 19 GitHub Copilot 24 43,625 tok
phil65/LLMling Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML. 19 GitHub Copilot 1 140 tok
paulyuk/snap-squad Warm-start addon for bradygaster/squad — pre-baked agent squads for hire for instant deplo 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,506 tok
paulnsorensen/easy-cheese cheeselord.dev Cheese your code 🧀 — high-quality results as easy as cheese. A portable, harness-agnostic 19 Codex, GitHub Copilot, OpenCode 5 5,058 tok
ssdeanx/secure-rag-multi-agent deanmachines.com Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI 19 Codex, GitHub Copilot, OpenCode 3 15,972 tok
dmgrok/agent-plugins dmgrok.github.io Discover and install plugins and skills for AI coding agents, with a searchable catalog an 19 GitHub Copilot 1 3,904 tok
AndreaGriffiths11/teamxray Human discovery through code analysis - VS Code extension that reveals team expertise. 19 Codex, GitHub Copilot, OpenCode 3 3,117 tok
aerospike/agent-skills Official Aerospike agent skills repo 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,671 tok
Hellek1/ib-mcp Model Context Protocol (MCP) server exposing Interactive Brokers data via ib_async + FastM 19 GitHub Copilot 1 1,423 tok
jnPiyush/AgentX agentx-silk.vercel.app AgentX - Digital Force for Software Delivery 19 Claude Code, Codex, GitHub Copilot, OpenCode 11 11,896 tok
sandraschi/virtualization-mcp MCP Server and Webapp for VirtualBox, Hyper-V and Windows sandbox. VM operations, network 19 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,672 tok
nilupulk/claude-code-free Run Claude Code CLI for free using OpenRouter - No paid subscription needed 19 Claude Code, GitHub Copilot 2 1,106 tok
ietf-wg-acme/draft-ietf-acme-dns-persist ietf-wg-acme.github.io 19 Codex, GitHub Copilot, OpenCode 2 3,775 tok
event4u-app/agent-config event4u.app Skills, rules, slash commands and subagents for Claude Code, routed by intent and compiled 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,650 tok
btseee/clean-code-skills Clean Coding and Clean Archictecture skills for Agents 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 5,619 tok
clpi/down.nvim down.cli.st the (eventually) infinitely extensible markdown note-taking work environment that you can 19 GitHub Copilot 1 8 tok
langchain4j/langchain4j-cdi Integrating langChain4J with CDI to be able to infuse applications with Ai seamlessly 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,468 tok
lilhammerfun/clumsies clumsies.ai A persistent, observable, and collaborative memory infrastructure 19 GitHub Copilot 1 469 tok
montumodi/mongodb-atlas-api-client A mongdb atlas api client for nodejs. 19 GitHub Copilot 1 2,181 tok
meshtastic/meshtastic-mcp pypi.org MCP server + agent skills for AI tooling to discover, drive, observe, and test Meshtastic 19 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,026 tok
nativesoil/handover nativesoil.dev An open JSON format and local toolchain for carrying an AI assisted project's working stat 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,002 tok
ramalamadingdong/frc-rag-mcpserver This contains a MCP Server that has all the documentation for WPILib. 18 GitHub Copilot 1 510 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 18 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 7 1,616 tok
JinNing6/Noosphere The live network for high-quality Agent Skills — discover the latest verified versions, pu 18 GitHub Copilot 1 1,046 tok
heurema/signum skill7.dev Risk-adaptive development pipeline with adversarial consensus code review 18 Codex, GitHub Copilot, OpenCode 2 1,731 tok
sandeepshekhar26/develop-anything 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,773 tok
xi-kari/crossframe-skill xi-kari.github.io CrossFrame Skill Suite: Chinese-language structural diagnosis, public-issue analysis, orga 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 37 12,411 tok
joshuaalpuerto/mcp-agent Lightweight, focused utilities to manage connections and execute MCP tools with minimal in 18 Claude Code, Codex, GitHub Copilot 5 1,506 tok
lihowfun/O-ALL-WANT A practical framework that integrates proven GitHub patterns for agent memory, skills, and 18 Claude Code, GitHub Copilot 2 1,665 tok
Cadasto/openehr-assistant-mcp cadasto.github.io A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and A 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,466 tok
WYRE-AI/itglue-mcp conduit.wyre.ai MCP server for IT Glue — documentation, passwords, configurations, and flexible asset tool 18 GitHub Copilot 1 858 tok
3D-Tech-Solutions/code-scalpel Code Scalpel is the bridge between **Generative AI** and **Reliable Software Engineering** 18 Claude Code, Codex, GitHub Copilot, OpenCode 4 15,290 tok
fabioc-aloha/spotify-skill Spotify Skills for Claude - Production Spotify API integration + complete toolkit for crea 18 GitHub Copilot 1 9,988 tok
veecle/chiplab veecle.ai Give agents access to virtual hardware. 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,171 tok
tene-ai/tene tene.sh AI-safe secret manager CLI for Claude Code, Cursor, and other AI agents. Local-first, encr 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,109 tok
TsuyoshiUshio/buka-samples Sample Project for the buka project 18 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,584 tok
Azure-Samples/APIM-Unified-AI-Gateway-Sample 18 GitHub Copilot 4 7,459 tok
zircote/lsp-tools LSP-first code intelligence for Claude Code with strong enforcement patterns. Part of the 18 Claude Code, GitHub Copilot 2 574 tok
sandraschi/qcad-mcp fastmcp 3.4 server plus webapp for qcad pro architectural cad 18 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 744 tok
alxpark/propresenter-mcp ProPresenter 7 MCP Server 18 GitHub Copilot 1 161 tok
SolaceProducts/solace-broker-mcp Production MCP server for the Solace broker 18 Claude Code, GitHub Copilot 9 1,175 tok