How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
VikrantSingh01/adaptive-cards-mcp npmjs.com AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards 33 Codex, OpenCode 1 5,122 tok
microsoftgbb/project-nighthawk Nighthawk — AI-powered deep technical research pipeline for Azure Kubernetes Service (AKS) 33 Claude Code, Codex, GitHub Copilot 10 513 tok
rps321321/obsidian-mcp-pro The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for sear 33 Codex, OpenCode 1 186 tok
girijashankarj/cursor-handbook Open-source rules engine for Cursor IDE — 110 rules, agents, skills, commands that give AI 33 Claude Code, Codex, OpenCode 2 933 tok
johnvouros/skillmaxxing A phase-aware operating system for coding agents that helps them explore, ship, harden, an 33 Claude Code, Codex, Gemini CLI, OpenCode 3 294 tok
jordanurbs/venice-video-harness Agent-first Venice-optimized harness for consistent video creation 33 Claude Code, Codex, OpenCode 32 42,421 tok
kirbah/mcp-youtube High-efficiency YouTube MCP server: Get token-optimized, structured data for your LLMs usi 33 Codex, OpenCode 1 1,354 tok
majiayu000/remem majiayu000.github.io Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, S 33 Claude Code, Codex, OpenCode 4 1,478 tok
EndlessBlueWJL/schengen-visa-guide Schengen visa AI Agent skill — customized checklists by applicant profile, cross-session m 33 Codex, OpenCode 1 274 tok
mehmetnadir/cdpilot cdpilot.ndr.ist Browser automation CLI on raw CDP — no Puppeteer, Playwright or Selenium, 0 npm dependenci 33 Claude Code, Codex, Gemini CLI, OpenCode 3 3,615 tok
pe-menezes/vibeflow vibeflow.run Spec-driven development for AI agents. Define what to build, let the agent build it right. 33 Claude Code, Codex, OpenCode 2 2,183 tok
rgmez/apple-accessibility-skills Accessibility audit skills for Apple platforms (SwiftUI, UIKit, AppKit) 33 Codex, OpenCode 1 233 tok
raccioly/docguard npmjs.com Audit and enforce canonical project documentation for AI-assisted development. Detect drif 33 Claude Code, Codex, OpenCode 21 4,855 tok
akougkas/zulipchat-mcp pypi.org ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip C 33 Claude Code, Codex, OpenCode 3 6,999 tok
datarobot-oss/datarobot-agent-skills datarobot.com Bring DataRobot platform capabilities to your coding agents 33 Claude Code, Codex, OpenCode 2 959 tok
edvardgrishin27/frameproof An agent that watches videos without blind spots and proves it saw them with timecodes. Of 33 Codex, OpenCode 1 334 tok
korovin-aa97/talkthrough-mcp pypi.org Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, 33 Claude Code, Codex, OpenCode 3 989 tok
Mr-Salticidae/knowledge-base Mr. Jumping Spider's public knowledge base of AIGC creation methodology, consolidating reu 33 Claude Code, Codex, OpenCode 2 810 tok
home-operations/yayamlls YAML language server in Go. Schema-driven diagnostics, completion, hover; pluggable render 33 Claude Code, Codex, OpenCode 2 2,942 tok
Turki-Sh/Foreman foreman.turkialshuaibi.com A build playbook that turns your coding agent into the foreman of a website build. It inte 33 Claude Code, Codex, OpenCode 1 1,356 tok
LeXwDeX/Mao-s-Legacy-Chinese-Tools Chinese localization tool and localization pack for Mao's Legacy. 33 Codex, OpenCode 1 3,592 tok
kemiljk/kernel-ui kernelui.com Semantic HTML component library for React and Web Components 33 Codex, OpenCode 1 3,527 tok
ukunal91app/Marketing-Skills-by-Corey-Haines 33 Claude Code, Codex, OpenCode 2 2,263 tok
heihei999/huasheng-mcp An MCP problem-solving assistant based on Huasheng Shisan's civil service exam methodology 33 Claude Code, Codex, OpenCode 2 1,522 tok
sandraschi/freecad-mcp FreeCAD 3D CAD automation via FastMCP — headless document/export plus FluidX3D/OpenFOAM CF 33 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,714 tok
Automattic/simplenote-mcp A basic MCP server for the Simplenote desktop app. 33 Claude Code, Codex, OpenCode 3 2,193 tok
AndreaBozzo/dataprof andreabozzo.github.io Data profiling and quality gates for CSV, JSON, Parquet and DataFrames. Rust core, Python 33 Claude Code, Codex, OpenCode 3 1,537 tok
Fix3dll/QuicMic crates.io Turn any phone or tablet into a low-latency wireless microphone for your PC, over your loc 33 Codex, OpenCode 1 12,444 tok
mattiasgeniar/offline-first-pwa Agent skill: the rules for building offline-first PWAs that launch instantly from the home 33 Codex, OpenCode 1 84 tok
geekjourneyx/industry-research A professional industry research Skill that turns industry, sector, and company questions 33 Claude Code, Codex, OpenCode 2 2,550 tok
doublegate/CyberChef-MCP doublegate.github.io Model Context Protocol server for CyberChef — exposes GCHQ's "Cyber Swiss Army Knife" as A 33 Claude Code, Codex, GitHub Copilot, OpenCode 6 15,869 tok
jedarden/NEEDLE jedarden.com Headless agent orchestrator with deterministic state machine — processes a bead queue, dis 33 Claude Code, Codex, OpenCode 3 6,967 tok
awslabs/AutoHelix Agent-powered iterative optimization: put an AI agent in a verified improvement loop. 33 Claude Code, Codex, OpenCode 2 1,656 tok
Corporationakht/LocalCodeCli A powerful local proxy for Claude Code CLI and Codex CLI supporting NVIDIA NIM, Google,Gem 33 Claude Code, Codex, OpenCode 2 3,287 tok
serejaris/telegram-skills Agent Skills for Telegram Bot API 10.3 — Rich Messages, streaming AI replies, polls, and M 33 Codex, OpenCode 1 206 tok
HorizunGroup/horizun-pbi-mcp pypi.org Open-source Power BI MCP to build, audit and repair Desktop models and PBIP reports with D 33 Codex, OpenCode 1 3,288 tok
oddbit/shrtnr oddbit.id MCP server, REST API and typed SDKs for short links. Per-user ownership, bundle analytics. 33 Claude Code, Codex, OpenCode 3 2,497 tok
ChanMeng666/archlang archlang.uk 【Star us! ⭐】 A declarative language that compiles to professional SVG floor plans — like T 33 Claude Code, Codex, OpenCode 9 1,335 tok
modxcms-jp/evolution-jp modx.jp 33 Claude Code, Codex, GitHub Copilot, OpenCode 22 3,998 tok
buttondown/docs docs.buttondown.com Buttondown's public documentation 33 Claude Code, Codex, OpenCode 2 91 tok
wn-mitch/40kdc-data wn-mitch.github.io Community-owned data schemas for Warhammer 40,000 developer tooling 33 Claude Code, Codex, OpenCode 7 13,345 tok
container-registry/harbor-next container-registry.com Next-generation Harbor. Use features before they move upstream. 33 Claude Code, Codex, OpenCode 2 1,115 tok
10Legs/freelance-developer-harness A Claude Code operating system for running a structured agency team. 25 specialized roles 33 Claude Code, Codex, OpenCode 5 5,267 tok
996pm/interaction-prd Interactive PRD Skill — gradually turn product ideas into an editable, demonstrable, expor 33 Codex, OpenCode 1 135 tok
eftechcombr/glpi hub.docker.com GLPI as Container on Kubernetes Cluster 33 Codex, OpenCode 1 1,931 tok
tialkan/TezAtlas 33 Claude Code, Codex, Gemini CLI, OpenCode 27 1,836 tok
microsoft/azure-sql-database-container This is the Azure SQL Database container image repository 32 Codex, OpenCode 1 644 tok
Mergifyio/mergify-cli mergify.com Mergify CLI tool 32 Codex, OpenCode 1 430 tok
guapimm/LLM-App-Mentor (LLM-App-Mentor)Turn your AI coding assistant into a cautious 10-year full-stack mentor — 32 Codex, OpenCode 1 200 tok
xcota/pos Give Claude Code a persistent memory — it remembers you, your projects, and your decisions 32 Claude Code, Codex, OpenCode 23 1,654 tok