How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
RaZLeN/claudedeck Self-hostable web UI and admin console for the Claude Code CLI — multi-user streaming chat 5 Claude Code 2 1,181 tok
Lameda12/my-llm-wiki 5 Claude Code 1 1,918 tok
zoekdestep/pm-studio A Claude Code workspace for product managers to write high-quality specs, strategy docs, a 5 Claude Code 10 2,872 tok
outfitter-dev/prompts 5 Claude Code 1 57 tok
Mozellegambian177/kol-claw Analyze and rate KOL pricing and reach with data-driven tools for clear, efficient influen 5 Claude Code 3 —
MCKRUZ/Nexus 5 Claude Code 1 2,056 tok
AFET-TEAM/agent-delegation Copilot agent delegation yapısının proje reposudur. 5 Claude Code, GitHub Copilot 5 5,050 tok
ausmarton/datababe 5 Claude Code 1 2,960 tok
dansteingart/minismush Node.js-based serial communication and data logging platform for electrochemistry applicat 5 Claude Code 1 1,182 tok
Applied-AI-Society/applied-ai-society-public-docs docs.appliedaisociety.org 5 Claude Code 1 2,751 tok
walterra/claude-code-helpers Notes on Claude Code setup with sample commands. 5 Claude Code 1 719 tok
slashwhy/super-todo 5 Claude Code, Codex, GitHub Copilot, OpenCode 61 10,775 tok
daqifi/daqifi-nyquist-firmware daqifi.com Firmware that runs on DAQiFi Devices 5 Claude Code 2 14,904 tok
pidster/persona-mcp An MCP Server that provides Personas 5 Claude Code 1 617 tok
bipark/llm-wiki-hub A dashboard that aggregates scattered LLM-Wiki projects in a read-only, unidirectional, an 5 Claude Code 1 1,051 tok
mahdibrr/awesome-nextjs-supabase Curated Next.js + Supabase resources for what breaks AFTER you deploy: RLS silent failures 5 Claude Code, Codex, OpenCode 2 2,631 tok
MarwanDevSpace/mcp-flutter-apk-injector Model Context Protocol (MCP) server for automated Android APK reverse engineering, Smali b 5 Claude Code, Codex, OpenCode 3 1,670 tok
fendouai/huorengan 5 Claude Code, Codex, OpenCode 2 579 tok
brynnjocelyn/pocketbase_mcp_server 5 Claude Code 1 1,372 tok
so-keyldzn/semantiq semantiq.keyldzn.dev 5 Claude Code 1 8,525 tok
maccman/growth-agents 5 Claude Code, Cursor 7 —
LilMGenius/AFK Eyes & Hands for AI Agents. 👀🦾 You go AFK. AI opens its eyes, grabs your mouse. 5 Claude Code, Codex, Cursor, OpenCode 7 2,819 tok
felixzhu97/explore-chat whatschat-web.vercel.app A social messaging app for posts, feed, chat, and calls. It is written in Java with Spring 5 Claude Code, Cursor 6 —
Blazemeter/sv-mcp Virtual Services MCP Server 5 Claude Code 1 1,845 tok
astralisone/rive-mcp-server-core # Rive MCP Server - Open Source Core An open source Model Context Protocol (MCP) server t 5 Claude Code 1 1,115 tok
nickweedon/mouser-mcp-docker Mouser MCP Server (in Docker) 5 Claude Code 4 2,028 tok
joe-elliott/tempo-llm-cli Tempo Claude/MCP server integration 5 Claude Code 1 604 tok
asafkiv/appdynamics-mcp-server 5 Claude Code 3 3,790 tok
Nidhideep/sap-s4-mcp-server MCP server for SAP S/4HANA OData — discover services, query entities, read metadata, full 5 Claude Code 1 426 tok
RyanLisse/mexc-mcp-server 5 Claude Code 1 899 tok
zloether/serverless-mcp-server Template for a serverless MCP server 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 1,779 tok
sofianedjerbi/knowledge-tree-mcp MCP server for hierarchical project knowledge management with priority-based organization 5 Claude Code 1 1,758 tok
ifolin/glm-mcp-server General Read Image For Claude Code - A general-purpose large language model image-reading 5 Claude Code 1 —
No-name0719/db-mcp-server 5 Claude Code 1 2,451 tok
devEcoConsultingLLC/thedeveco.com thedeveco.com Website for The Developer Ecosystem 5 Claude Code 1 7,738 tok
patrickclery/ruly CLI tool for managing AI assistant rules and configurations 5 Claude Code 5 4,520 tok
dungnotnull/patent-application-analyzer-agent-skill ⚖️ An automated patentability analyzer. Evaluates novelty, obviousness, and claim scope ag 5 Claude Code 1 1,325 tok
SteppieD/context-engineering 5 Claude Code 3 1,535 tok
rbergman/claude-haskell-starter 5 Claude Code, Codex, OpenCode 16 670 tok
cerkut/SMC-JUCE-MCP 5 Claude Code 3 5,106 tok
jqlts1/thebrain-mcp-server TheBrain MCP & API Server - Encapsulates TheBrain knowledge graph as an MCP protocol and R 5 Claude Code, Codex 2 —
smchughinfo/OpenClone 5 Claude Code 1 774 tok
seanrreid/RAD_framework The AI Agent framework designed with small teams in mind 5 Claude Code, Codex, OpenCode 62 1,528 tok
guilhermegouw/context-driven-documentation 5 Claude Code 6 3,378 tok
lcvbeek/patina patinamd.vercel.app A powerful layer of patina for your agents' harnesses 5 Claude Code 1 270 tok
ipea/geobr_prep_data Repo that prepares the data shared through geobr 5 Claude Code 2 2,066 tok
DPBG/Engram.AI 5 Claude Code 1 2,346 tok
tvergho/agentdex agentdex.sh Local search engine for your AI coding conversations. 5 Claude Code, Codex, OpenCode 3 3,958 tok
alisheryeginbay/xpresso Xcode MCP server - build, test, run, and manage simulators from Claude Code 5 Claude Code, Codex, OpenCode 2 588 tok
julesbonnard/afpnews-mcp-server MCP server exposing AFP news tools for AI assistants 5 Claude Code 1 1,969 tok