How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
erajasekar/ai-diagram-maker-mcp 9 Claude Code 1
wisflux/docmost-local-mcp npmjs.com MCP server for self-hosted Docmost (Community Edition) — read & write your wiki from Claud 9 Claude Code 1 2,174 tok
BjornMelin/grammarly-mcp MCP server for Grammarly AI detection and plagiarism scoring via Stagehand + Browserbase b 9 Claude Code 1 2,156 tok
knowledgestack/ks-cookbook knowledgestack.ai Developer acceleration layer for enterprise RAG + agent pipelines. 32 production-style fla 9 Claude Code 3 1,662 tok
piprail/piprail piprail.com x402 (HTTP 402 Payment Required) SDK + MCP server: let any API charge for itself and any A 9 Claude Code, Codex, OpenCode 14 9,646 tok
Cbrown35/20i-MCP 20i.com 🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. 9 Claude Code 1 1,564 tok
karbassi/mcp-loom modelcontextprotocol.io MCP server exposing 58 tools for Loom's GraphQL API. Works with Claude, Cursor, or any MCP 9 Claude Code 1 93 tok
malkreide/swisstopo-mcp MCP server for Swiss federal geodata (Swisstopo APIs) — 13 tools for geocoding, height, ST 9 Claude Code 3 5,638 tok
lozit/mcp-standardnotes MCP server for Standard Notes with end-to-end encryption (protocol 004). Read/write notes 9 Claude Code 2 1,487 tok
firstintent/a2a-bridge Agent-to-agent bridge — Claude Code, Codex, OpenClaw, Hermes Agent, Gemini CLI, Zed & VS C 9 Claude Code 1 1,740 tok
Jason-Vaughan/TangleClaw AI coding session orchestrator — persistent tmux sessions, multi-engine management, method 9 Claude Code 2 6,214 tok
wezendy/elon-musk-algorithm-skills Elon Musk's 5-step algorithm as skills for AI agents. 9 Claude Code, Codex, Gemini CLI, OpenCode 3 2,190 tok
vinilana/anyharness 9 Claude Code 9 1,427 tok
SeanMooney/openstack-ai-style-guide A comprehensive style guide and ruleset specifically designed for AI code generation tools 9 Claude Code, Codex, OpenCode 2 1,119 tok
Sungmin-Cho/deep-suite Harness layer for Claude Code & Codex: plan-first development, independent review, durable 9 Claude Code, Codex, OpenCode 2 2,043 tok
acaprino/daodan Custom Claude Code plugin repository with development workflow agents and skills 9 Claude Code, Codex, OpenCode 6 26,318 tok
Peaky8linders/specter-oss EU AI Act compliance toolkit — ontology, taxonomy, LLM-as-Judge, grounded Q&A. Python libr 9 Claude Code 1 2,314 tok
tbobm/dont-burn-it-all CLI + Claude Code plugin that spends your Claude Code subscription 5-hour quota on real pa 9 Claude Code 2
SummerSec/SumSec-Skills SummerSec personal custom Skill repository 9 Claude Code, Codex, OpenCode 6 4,050 tok
cresset-tools/magequery A fast Rust CLI that answers "how is this Magento 2 codebase wired?" without booting the f 9 Claude Code 1 36,787 tok
yuz9610/POE2Overlay 9 Claude Code, Codex, OpenCode 2 2,953 tok
durapensa/claude-chrome-mcp Developer tool suite enabling Claude Desktop, Claude Code, and other MCP hosts like Cursor 9 Claude Code 1 4,232 tok
mohamed-hossam1/nextjs-skills Next.js 16+ caching architecture. Applies to any App Router project regardless of domain. 9 Claude Code, Codex, OpenCode 2 2,100 tok
duynghien/n8n-custom-mcp ai.vnrom.net 🔌 Full-power MCP Server for n8n — CRUD workflows, test webhooks, debug executions. Built 9 Claude Code, Codex, OpenCode 2 1,443 tok
kleer001/nuke-mcp MCP server for Nuke: drive the compositor from Claude and other LLMs. 57 tools — node grap 9 Claude Code 1 574 tok
eriknewton/sanctuary-framework sanctuaryprotocol.ai Open-source security for AI agents: kernel-enforced egress control on macOS and Linux, key 9 Claude Code, Codex, OpenCode 2 5,815 tok
xgre1/troth troth.one An AI partner whose memory lives on your machine, not in a vendor account. Swap the model, 9 Claude Code, Codex, OpenCode 2 1,110 tok
matsengrp/pdf-navigator-mcp Comprehensive MCP server for PDF reading, navigation, and text search 9 Claude Code 1 227 tok
ProjectAtlantis-dev/atlantis-mcp-server projectatlantis.ai Multix virtual filesystem node, MCP-compatible, really just a glorified function container 9 Claude Code, Codex, OpenCode, Windsurf 3 548 tok
mirodn/mcp-server-public-transport pypi.org 9 Claude Code 1
nijosmsft/etw-mcp MCP server for analyzing Windows ETW (.etl) traces — xperf / native ETW / .NET sidecar + W 9 Claude Code 1 4,145 tok
alyiox/mcp-mssql Read-only-by-default MCP server for Microsoft SQL Server: metadata discovery, parser-enfor 9 Claude Code, Codex, OpenCode 2 767 tok
flurdy/agent-skills Shared AI agent skills 9 Claude Code, Codex, OpenCode 2 731 tok
2233admin/design-pipeline A frontend design pipeline for AI Agents: write DESIGN.md and MOTION.md first, then code t 9 Claude Code, Codex 52 276 tok
DassianInc/dassian-adt MCP server for SAP ABAP development via ADT API. Connect AI assistants to SAP: read, write 9 Claude Code 1 2,489 tok
ivo-toby/postgram postgram.dev Self-hosted knowledge for humans and agents. 9 Claude Code, Codex, OpenCode 11 1,022 tok
karthikcsq/google-tools-mcp npmjs.com MCP server unifying 169 Google Workspace tools across Drive, Docs, Sheets, Slides, Gmail, 9 Claude Code 1
mrf/godot-stagehand Playwright inspired tool for testing Godot games 9 Claude Code, Codex, OpenCode 2 2,788 tok
qarnet/serial-mcp Serial port MCP server for Claude Code, Codex, Opencode and AI agents. Reliable UART/USB-s 9 Claude Code, Codex, OpenCode 2 14,883 tok
sturlese/stigmergy A team's knowledge, captured where the work happens, filed by an agent, and answered with 9 Claude Code, Codex, OpenCode 4 1,626 tok
peakflames/claude-plugins-peakflames Claude Code plugins by PeakFlames — epic-workflow lifecycle skills 9 Claude Code 1 841 tok
cyanheads/pixoo-mcp-server npmjs.com Render and push styled pixel art, text, dashboards, and animations to Divoom Pixoo LED dis 9 Claude Code, Codex, OpenCode 2 8,380 tok
michael-denyer/memory-mcp Engram-inspired memory MCP server with hot cache and pattern mining 9 Claude Code 2 1,660 tok
turbopuffer/skills 9 Claude Code 1 469 tok
vigneshbarani24/sap-superpowers sap-superpowers.vercel.app The SAP consultant's AI operating system - enforced workflows, checklists, and hard gates 9 Claude Code 2 2,353 tok
inoX-Network/claude-code-safety-guard 3-level override system for Claude Code - prevents destructive system operations. Born fro 9 Claude Code, Codex, OpenCode 2 1,224 tok
ljchang/mecha docs.mecha-factory.ai A standalone agent harness in Rust: a provider-agnostic loop, MCP tools, a path jail and p 9 Claude Code, Codex, OpenCode 4 8,151 tok
noisy/noisy-coding Talk to Claude Code instead of typing: a voice daemon + dashboard that records you, transc 9 Claude Code 11 865 tok
lza6/Agent-skills-code-op A full-stack language development and SaaS product delivery skill that lets one person do 9 Claude Code 10
Remotivated/job-hunt-skills AI-assisted skills for a practical job search — resume tailoring, cover letters, company r 9 Claude Code, Codex, OpenCode 3 419 tok