How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
0-bingwu-0/html-knowledge-base-templates HTML templates and agent skills for turning raw content into shareable knowledge bases. 5 Claude Code 1 1,302 tok
manavsehgal/vibesolver AI Twin of an AWS Solutions Architect 5 Claude Code 8 746 tok
nycterent/k8-bunny-acl 5 Claude Code 1 1,428 tok
msdakot/ai-foundary Not just files. A forge. The open-source registry of production-ready skills, agents, hook 5 Claude Code 1
SamyGenAI/Smart-creator-design-system 5 Claude Code, Codex, OpenCode 13 4,823 tok
choria-io/fisk-ai Fisk AI Agent Harness and MCP Server 5 Claude Code 1 1,995 tok
pipekit/mcp-for-argo-workflows A golang MCP server based around the CLI capabilities of workflows 5 Claude Code 12 1,490 tok
mpnikhil/lenny-rag-mcp MCP server for hierarchical RAG over Lenny Rachitsky podcast transcripts 5 Claude Code 1 657 tok
takuya0206/bigquery-mcp-server 5 Claude Code, Cursor 2 555 tok
etugrand/bigcommerce-api-mcp BigCommerce MCP Server 5 Claude Code, GitHub Copilot 2 92 tok
NekoTarou/kingbase-mcp-server An MCP Server that directly connects to KingBase (PostgreSQL-compatible) databases, enabli 5 Claude Code 1 1,253 tok
huanghuoguoguo/aminer-mcp Free for a limited time, free for a limited time, free for a limited time. AMiner's basic 5 Claude Code, Codex 1
redhat-community-ai-tools/rosa-mcp-server 5 Claude Code 1 1,445 tok
grizzlypeaksoftware/ado_mcp Azure Devops MCP Server 5 Claude Code 1 1,302 tok
Enlavan/EODHD_MCP_server MCP server to connect LLM with EODHD API 5 Claude Code, Codex, OpenCode 2 2,030 tok
terramate-io/terramate-mcp-server The Terramate MCP Server integrates Terramate CLI and Terramate Cloud with ChatGPT, Cursor 5 Claude Code, Codex, OpenCode 2 9,325 tok
flor3z-github/redmine-mcp-server Model Context Protocol server for Redmine integration 5 Claude Code, Codex, OpenCode 2 3,987 tok
TonisOrmisson/limesurvey-mcp Limesurvey MCP server 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,080 tok
tomnagengast/mcp-server-salesforce Model Context Protocol server for Salesforce integration - enables AI agents to securely a 5 Claude Code 1 508 tok
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
Neftedollar/multiagent-template neftedollar.com Scaffold autonomous multi-agent AI workspaces in one command. 12 providers: Claude, Gemini 5 Claude Code 5 1,295 tok
Mozellegambian177/kol-claw Analyze and rate KOL pricing and reach with data-driven tools for clear, efficient influen 5 Claude Code 3
chayuto/ws-ESP32-S3-CAM Firmware + tooling workspace for the Waveshare ESP32-S3-CAM-GC2145 (ESP32-S3 + GC2145 came 5 Claude Code 10 3,790 tok
MCKRUZ/Nexus 5 Claude Code 1 2,056 tok
ptzimmerman/Padel-Americano Padel Americano Tournament Manager - Smart scheduling, court rotation, championship rounds 5 Claude Code 1 1,473 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
quanghoangf/vibedoc Local-first project intelligence for AI-assisted development. 5 Claude Code, Codex, OpenCode 2 859 tok
Jian-Min-Huang/confetti v-confetti, v stands for Vincent & Vibe 😁 5 Claude Code 1 2,692 tok
slashwhy/super-todo 5 Claude Code, Codex, GitHub Copilot, OpenCode 45 10,775 tok
daqifi/daqifi-nyquist-firmware daqifi.com Firmware that runs on DAQiFi Devices 5 Claude Code 2 11,683 tok
pidster/persona-mcp An MCP Server that provides Personas 5 Claude Code 1 617 tok
a2ngerer/claude_onboarding_agent 5 Claude Code, Codex, OpenCode 8 2,841 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
DeskMateUkagaka/deskmate DeskMate is an AI-powered desktop accessory in the spirit of Ukagaka 5 Claude Code 1 2,582 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
zeyadelosherey/tapwisper-desktop tapwisper.ai TapWisper Desktop — Open-source, system-wide voice dictation with AI 5 Claude Code, GitHub Copilot 2 3,182 tok
brynnjocelyn/pocketbase_mcp_server 5 Claude Code 1 1,372 tok
GeoffreyWang1117/bibguard Detect hallucinated and broken citations in academic papers. 5-source cascade verification 5 Claude Code, Codex 2
so-keyldzn/semantiq semantiq.keyldzn.dev 5 Claude Code 1 1,924 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