How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
ampeco/claude-code-ampeco-public-api-skill A plugin for Claude Code - a skill for using the AMPECO Public API 6 Claude Code 1 866 tok
phillipboesger/polarion-mcp polarion-mcp.boesger.com Open-source MCP server for Siemens Polarion ALM: requirements, LiveDocs, traceability and 6 Claude Code 1 182 tok
asbis/ShapeItUp shapeitup.dev Scripted CAD for AI agents. Claude Code, Codex and Cursor write TypeScript, check their ow 6 Claude Code 1 3,896 tok
spilchen/yahoo_fantasy_mcp MCP server for Yahoo! Fantasy League 6 Claude Code 1 19 tok
websitebutlers/cleanroom-mcp A Cleanroom MCP Server for AI Agents. 6 Claude Code 1 904 tok
cyanheads/gutenberg-mcp-server npmjs.com Search, browse, and read 78,000+ public-domain books from Project Gutenberg with full plai 6 Claude Code, Codex, OpenCode 2 18,810 tok
lineofflight/frankfurter-mcp frankfurter.dev MCP server for the Frankfurter exchange rates API 6 Claude Code, Codex, OpenCode 2 1,643 tok
cyanheads/wikipedia-mcp-server npmjs.com Search Wikipedia articles, read summaries and full text, target sections, list an article' 6 Claude Code, Codex, OpenCode 2 16,688 tok
cyanheads/orcid-mcp-server npmjs.com Search and retrieve researcher profiles, works, affiliations, funding, and peer review rec 6 Claude Code, Codex, OpenCode 2 16,306 tok
alejandro-technology/opencode-mcp opencode-mcp.alejandrotechnology.com An MCP (Model Context Protocol) server that lets Claude/Codex/Cursor drive an OpenCode ins 6 Claude Code, Codex, OpenCode 2 4,417 tok
Archstone-Romania/archstone archstone.dev A compiler for AI capabilities — describe what your business does once, and Archstone gene 6 Claude Code 1 1,385 tok
Angelthebestone/Normativa-colombiana-MCP Extensión de Claude para consultar normativa y jurisprudencia colombiana: Gestor Normativo 6 Claude Code 1 1,632 tok
systemfsoftware/comment-checker systemfsoftware.com Fast, offline Claude Code hook that flags unnecessary code comments and AI slop via Tree-s 6 Claude Code, Codex, OpenCode 5 2,737 tok
blackaxgit/ssh-mcp MCP server that gives AI assistants (Claude, Codex, Cursor, Opencode) SSH access to run co 6 Claude Code, Codex, OpenCode 2 9,062 tok
pnmcguire480/cairntir cairntir.com Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI 6 Claude Code, Codex, OpenCode 2 8,235 tok
axumquant/arch-viewer MCP-native architecture viewer with AI-powered codebase analysis. Scans any codebase, gene 6 Claude Code 1 454 tok
OmerLapidot/lg-tv-mcp hopala.io Local MCP server that turns Claude or ChatGPT into a remote control for LG webOS TVs — SSA 6 Claude Code 1 —
hronaut/hronaut hronaut.dev Give your coding agent its own browser. Keep yours. A visible desktop browser for coding a 6 Claude Code, Codex, OpenCode 3 3,360 tok
dfridkin/clawops clawops.fyi Deploy and operate self-hosted OpenClaw on AWS, GCP, Azure or your own VM, from the comman 6 Claude Code, Codex, OpenCode 11 3,864 tok
ssheleg/super-ux skills.sshlg.me Define product behavior, trace UX scenarios and keep copy consistent through brand voice, 6 Claude Code, Codex, OpenCode 2 2,305 tok
Hugegreencandle/xahau-mcp First MCP for the Xahau network — offline Hook intelligence (WASM inspection + a Hooks-spe 6 Claude Code 1 716 tok
Iron-Mark/Hackathon-Stellaroid_Earn stellaroid.tech Stellaroid Earn — On-chain credential registry and payment rail on Stellar. Issue, verify, 6 Claude Code, Codex, OpenCode 3 1,781 tok
zwitbaum/mcp-devops-on-prem zwitbaum.github.io The MCP server for Azure DevOps On-Premise (TFS), connecting your AI agents with DevOps ca 6 Claude Code 1 1,301 tok
brooksy4503/rss-agent-viewer 6 Claude Code, Cursor 1 —
Fupete/design-system-italia-mcp fupete.github.io Filo è un server MCP sperimentale e non ufficiale per il Design system .italia | Filo is a 6 Claude Code 1 9,706 tok
yasinyaman/graphlore MCP server that lets AI assistants explore a codebase through its knowledge graph (Graphif 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,355 tok
alitiknazoglu/mcprobe An MCP server that audits other MCP servers. Connects to any stdio/HTTP target, lints ever 6 Claude Code, Codex 1 —
badchars/steganography-mcp npmjs.com 128-tool MCP server for steganography analysis — LSB detection, chi-square steganalysis, R 6 Claude Code 1 422 tok
WLAN-Pi/wlanpi-mcp On-device MCP server for the WLAN Pi 6 Claude Code, Codex, OpenCode 2 5,590 tok
sledmonkey/getflightplan 6 Claude Code, Codex, OpenCode 5 2,331 tok
nushey/agents-md-generator Mcp server to create agents-md efficiently 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,335 tok
satya-janghu/agent-skills A collection of high-quality, agent-agnostic AI assistant skills installable via the unive 6 Claude Code 1 1,318 tok
Taketo-Yoda/uv-sbom Generate SBOMs for Python projects managed by uv. 6 Claude Code, Codex, OpenCode 20 2,891 tok
yu-iskw/llmops-demo-ts Demonstrate LLMOps in TypeScript 6 Claude Code, Cursor 29 1,463 tok
Rixmerz/agentcockpit 6 Claude Code 55 1,858 tok
GRACENOBLE/fullstack-template How I skip the repetitive setup, save tokens, save time and focus on the business logic 6 Claude Code, Codex, OpenCode 15 3,658 tok
namastexlabs/automagik-cli A powerful TypeScript-based CLI chat application for interacting with multi-agent AI syste 6 Claude Code, Codex, OpenCode 14 3,783 tok
claude-code-expert/tika tika-kappa.vercel.app A TODO application developed using the SDD approach 6 Claude Code 20 20 tok
vishnujayvel/pdlc-autopilot Autonomous spec-driven development for Claude Code — Director/Actor/Critic pattern with du 6 Claude Code 1 1,531 tok
dnsabby/MSITM.6341 Python Class Shared Project Directory 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 61 933 tok
lesleslie/jinja2-async-environment Provides asynchronous alternatives to Jinja2's standard template environment and loaders 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,668 tok
lucaspressi/claudekit-engineer 6 Claude Code, Codex, Gemini CLI, OpenCode 10 2,006 tok
Monarc-Engineering/fullstack-template Skip the repetitive setup, save tokens, save time and focus on the business logic 6 Claude Code, Codex, OpenCode 15 3,658 tok
cxostack/cxostack 6 Claude Code 19 3,602 tok
IgorGanapolsky/openclaw-console Native iOS & Android mobile console for OpenClaw agents. Biometric approvals, real-time mo 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 6,676 tok
hydrolix/grafana-datasource-plugin Hydrolix data source for Grafana 6 Claude Code, Codex, Gemini CLI, OpenCode 8 93 tok
gemyago/apigen HTTP API Layer Generator for the Go (golang) projects 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,653 tok
chrille0313/agentic-monorepo-template Stack-agnostic monorepo template where agents are the workflow: PM → implementer → fresh-c 6 Claude Code 2 917 tok
AHTOOOXA/open-holdem-manager ohm.antonchaynik.ru Open Holdem Manager (OHM) — Open-source poker tracker, the free alternative to Hand2Note / 6 Claude Code 2 2,811 tok
adbertram/cli-tools Service-specific Python CLI tools with shared auth, browser automation, runtime profiles, 6 Claude Code, Codex, Gemini CLI, OpenCode 3 491 tok