How real projects configure their agents

32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
erionrb/agent-sdd-kit Spec-driven AI practice workspace: OpenSpec SDD workflow, mirrored Claude/Cursor skills, a 3 Claude Code, Cursor 13 691 tok
matiaszaldarriaga/ai-workspace-framework-core Another attempt that lives inside projects 3 Claude Code, Cursor 29 183 tok
edenbuilds/arya-ai 3 Claude Code, Codex, Gemini CLI, OpenCode 3 426 tok
percona/percona-messaging 3 Claude Code, Codex, OpenCode 2 143 tok
vguleaev/cursor-todo-prompt-kit Simple Cursor prompt library to manage agent memory TODO.md file 3 Claude Code, Cursor 4
punkadillo/figma-code-composer punkadillo.github.io A simple orchestration for developing figma design to frontend components 3 Claude Code, Codex, OpenCode 26 1,633 tok
kkanakas/AI-Prompts-for-Product-Management Prompt templates for Product Managers to use with AI 3 Claude Code 1
jootsing-research/tapkit-plugins-claude 3 Claude Code 1
a8cteam51/claude-code-plugins Claude Code plugins by Automattic's Special Projects team for WordPress development, secur 3 Claude Code 1 889 tok
stefanrows/claude-code-plugins Claude Code plugin marketplace by Stefan Rows (skills, agents, commands, hooks) 3 Claude Code, Codex, OpenCode 2 313 tok
seeker71/Coherence-Network coherencycoin.com Open intelligence platform that traces every idea from inception to payout — with fair att 3 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 17 21,136 tok
SecondLifes/delphi-expert An opinionated ecosystem of rules, skills and steerings to elevate Delphi development to s 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,182 tok
EngDawood/emdash-claude-plugin Claude Code plugin for EmDash CMS — skills and investigation agents for building Astro + C 3 Claude Code 1 492 tok
humzakt/dev-starter-kit Production-ready starter repository with CI/CD workflows, issue templates, incident runboo 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
WyvernCW/Monich 3 Claude Code, Codex, OpenCode 2 1,438 tok
december21deng/lark-claude-plugins 3 Claude Code 1 1,550 tok
sarkarsaurabh27/agent-loop-learning Reference library and skill toolkit for auditing, reviewing, and improving LLM-based agent 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,833 tok
scut-jol/pocket-agent A lightweight, highly flexible Agent framework. 3 Claude Code 1 470 tok
gleanwork/configure-mcp-server MCP server configurator CLI for Glean 3 Claude Code 1 1,956 tok
Kasava-AI/demokit DemoKit is an open-source SDK that lets SaaS companies create interactive product demos by 3 Claude Code 1 2,013 tok
dryvist/claude-code-plugins My custom claude code (hopefully agentsmd soon) plugins for when I've scoured the interweb 3 Claude Code, Codex, OpenCode 2 1,312 tok
brunobrown/claude-flet-plugin A Claude Code plugin that provides expert knowledge for building Python apps and extension 3 Claude Code, Codex, OpenCode 7 415 tok
oopsyz/mcp 3 Claude Code, Codex, OpenCode 2 1,027 tok
recoupable/skills A record label in a box. 3 Claude Code, Codex, OpenCode 2 3,405 tok
karellen/karellen-rr-mcp MCP server for rr reverse debugging — enables AI assistants to record, replay, and inspect 3 Claude Code 1 1,014 tok
lukleh/mcp-read-only-grafana MCP server for read-only access to Grafana instances 3 Claude Code, Codex, OpenCode 2 3,586 tok
cyanheads/docwriter-mcp-server A Model Context Protocol (MCP) server for programmatic creation, modification, and compila 3 Claude Code 1 1,933 tok
nam20485/agent-instructions Custom instructions "pseudocode scripting" framework used by GitHub Copilot, Gemini Code A 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,883 tok
aachtenberg/dynatrace-dql-kb DQL knowledge base + RAG pipeline + GitHub Copilot instructions for accurate Dynatrace Que 3 Claude Code, GitHub Copilot 5 4,643 tok
xtone/ai_development_tools 3 Claude Code 1
shino369/claude-code-personal-workspace personal claude code workspace for daily task 3 Claude Code 12 1,310 tok
tigrisdata/skills Agent skills for interacting with object storage 3 Claude Code, Codex, OpenCode 2 1,772 tok
nagelflorian/trainingpeaks-mcp-server An MCP (Model Context Protocol) server that connects Claude (or any MCP-compatible AI) to 3 Claude Code 1 5,961 tok
xbklairith/kisune Kisune is my personal Claude plugins, a refined suite of abilities elevating Claude into a 3 Claude Code 1 4,545 tok
MaterializeInc/agent-skills Materialize agent skills 3 Claude Code, Codex, OpenCode 4 2,295 tok
kltng/cataloger-mcp 3 Claude Code 1 1,098 tok
akiojin/playfab-mcp-server PlayFab MCP server with CI/CD and release-please 3 Claude Code, Codex, OpenCode 17 2,878 tok
regen-network/regen-compute An MCP agent that funds verified ecological regeneration from AI compute usage via Regen N 3 Claude Code 1 2,124 tok
balasriharsha/shieldbot Shieldbot is an AI-powered security scanner that runs directly inside Claude Code. It comb 3 Claude Code 1
noir-lang/mcp-server 3 Claude Code 1 597 tok
vuhai2002/ai-slides-mcp 3 Claude Code, Codex, OpenCode 2 2,073 tok
stier-tfedorko/licensespring-mcp 3 Claude Code 1 899 tok
tomtranjr/canvas-control A CLI and MCP server for Canvas LMS — list courses, download files from multiple content s 3 Claude Code 1 2,927 tok
shenyimings/DocNav-MCP DocNav is a Model Context Protocol (MCP) server designed to help LLMs read, process, and n 3 Claude Code 1 977 tok
ravnltd/muninn Persistent memory for AI coding agents. MCP server that gives Claude, Cursor, and Windsurf 3 Claude Code 1 733 tok
Bachmann1234/obsidianMCP 3 Claude Code 1 1,572 tok
desk3/cryptocurrency-mcp-server desk3.io Welcome to Desk3 Cryptocurrency MCP Server! Free! This powerful tool is designed for block 3 Claude Code 1 2,962 tok
Kolsetu-Opensource/elba-mcp-server elba.kolsetu.com MCP server for Elba - manage voice AI agents from any AI coding assistant 3 Claude Code 1 479 tok
seasonedcc/discord-manager Self-hosted Discord bookmarks, catch-up digests, and triage for your AI assistant, over MC 3 Claude Code 20 4,134 tok
rgthelen/linkedin-mcp-server LinkedIn MCP Server for Claude Desktop - Post management, media sharing, comment system, f 3 Claude Code 1 994 tok