How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
ranaroussi/cc-bridge Anthropic API compatibility using the official Claude Code CLI under the hood 53 Claude Code 1 4,243 tok
ada20204/antigravity-sync-mcp 53 Claude Code, Codex 26
wilfredinni/django-starter-template wilfredinni.github.io A comprehensive and easy-to-use starting point for your new API with Django and DRF 53 Codex, OpenCode 1 772 tok
infobip/plantuml-mcp-server 53 Claude Code 1 937 tok
aipmer/book book-theta-liard.vercel.app The Codex Practical Handbook: A practical guide to product development and multi-platform 53 Codex, OpenCode 1 654 tok
MikkoVihtakari/ggOceanMaps Plot oceanographic research data on maps using ggplot2 53 Claude Code, Codex, OpenCode 2 5,095 tok
leemysw/agent-kit Agent Kit is a comprehensive AI agent development framework that integrates Claude Agent S 53 Claude Code, Codex, OpenCode 2 1,462 tok
ledmaster/ml-mania-2026 An experiment in turning years of machine learning experience into a research loop that co 53 Codex, OpenCode 1 2,143 tok
whanyu1212/QuantRL-Lab whanyu1212.github.io Reinforcement Learning Testbed for Quantitative Trading 53 Claude Code, Codex, OpenCode 2 6,821 tok
jeyben/fixedformat4j jeyben.github.io Lightweight Java library for reading and writing fixed-width / fixed-length flat files usi 53 Claude Code 2 2,452 tok
jeanibarz/knowledge-base-mcp-server This MCP server provides tools for listing and retrieving content from different knowledge 53 Claude Code 2 1,523 tok
tody-agent/codymaster cody.todyle.com Vibe Coding Framework - Full SaaS Development Team from A-Z with Brain, Self Improvement, 53 Codex, Gemini CLI, OpenCode 2 767 tok
chrisryugj/korean-patent-mcp plus.kipris.or.kr KIPRIS patent, utility model, trademark, and design search MCP — free search, field search 53 Claude Code 1 2,457 tok
PrefectHQ/prefect-mcp-server registry.modelcontextprotocol.io Prefect MCP server 53 Claude Code 2 333 tok
runbear-io/beardrive Google Drive for AI agents — share files with your team, share context across your agents. 53 Claude Code 12 8,839 tok
duongducnguyen/swarmterm swarmterm.dev One window for a whole swarm of AI coding agents — split terminals, per-agent git worktree 53 Claude Code 1 4,473 tok
mastepanoski/claude-skills UX/UI evaluation, AI governance, and AI security skills for AI coding assistants. Audit in 53 Claude Code 1 1,826 tok
quantmind/quantflow quantflow.quantmind.com Quantitative finance and derivative pricing 53 Claude Code, GitHub Copilot 8 3,654 tok
dremio/dremio-mcp Dremio MCP server 53 Claude Code, Codex, OpenCode 2 807 tok
lydakis/mcpx Turn MCP servers into composable CLIs. 53 Codex, OpenCode 1 540 tok
Innei/Kagura A divine dance of AI in Slack — Kagura runs Claude Agent SDK and OpenAI Codex CLI natively 53 Claude Code 3 1,444 tok
m13v/ai-browser-profile Extract user knowledge from browser data into a self-ranking SQLite database with semantic 53 Claude Code 1 941 tok
TokenRollAI/acplugin Convert Claude Code plugins to Codex, OpenCode, and Cursor formats 53 Claude Code, Codex, Gemini CLI, OpenCode 7 2,904 tok
caidish/cAI-tools 53 Claude Code, Codex, OpenCode 2 996 tok
remorses/sigillo sigillo.dev Self-hostable secrets management platform. Open source Doppler alternative 53 Codex, OpenCode 1 8,299 tok
apolloio/apollo-io-cli The Official Apollo.io CLI 53 Claude Code, Codex, OpenCode 2 74 tok
leetjourney/home-energy-tracker youtube.com Full microservices Spring Boot 4 - Home Energy Tracker 53 Codex, OpenCode 1 1,772 tok
tikoci/mikropkl tikoci.github.io `pkl` packaged UTM virtual machines, including RouterOS CHR 53 Claude Code, Codex, GitHub Copilot, OpenCode 3 21,974 tok
markmcd/gemini-docs-ext Gemini CLI extension that adds Gemini API docs and MCP 53 Gemini CLI 1 265 tok
zekiriabd/SDD_Lite Specification driven development 53 Claude Code 15
Happy-Technologies-LLC/happy-platform-mcp happy-tech.biz Happy Platform MCP v5.1 - Multi-Instance ServiceNow MCP Server 53 Claude Code, Codex, OpenCode 2 11,670 tok
julianromli/droid-factory-template threads.com Droid Factory Template by Faiz Intifada 53 Codex, OpenCode 1 928 tok
neolee/sct A native macOS GUI application for configuring the Squirrel input method 53 Codex, OpenCode 1 3,068 tok
RedactDesk/redactdesk-mac RedactDesk Mac app 53 Claude Code 1 3,467 tok
call518/MCP-Airflow-API deepwiki.com ⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Cla 53 GitHub Copilot 1 769 tok
soapbucket/sbproxy sbproxy.dev Open source Enterprise AI Gateway for API, MCP and agent, and AI model traffic. One Apache 53 Claude Code, Codex, OpenCode 2 21,776 tok
hmohamed01/Claude-Code-Scaffolding-Skill A skill that adds scaffolding to IDE's such as cursor and VS code to create new projects. 53 Claude Code 1 3,110 tok
agentsdance/agentx agentskills.host AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager 53 Claude Code, Codex, OpenCode 2 692 tok
CuriousLearnerDev/Online_Tools-AI An AI Agent platform for web-based desktop security testing, integrating reconnaissance, a 53 Claude Code 1 344 tok
ratacat/claude-skills A collection of Claude skills and tooling for creating them from source materials 53 Claude Code, Codex, OpenCode 2 53 tok
qnguyen3/qqcode A lightweight CLI coding agent focused on speed, determinism, and developer control 53 Claude Code, Codex, OpenCode 2 2,476 tok
andreaswasita/copilot-agents-dojo A behavioral governance framework for GitHub Copilot agents — skills.md and instructions t 53 Codex, GitHub Copilot, OpenCode 41 5,305 tok
ehrlich-b/wingthing wingthing.ai Sandboxed AI agents, reachable from anywhere 53 Claude Code 1 6,225 tok
vieiraae/obsidian-sidekick Meet your AI sidekick — a second brain that brings agents, tools, skills, autocompletion, 53 Claude Code, Codex, OpenCode 2 2,290 tok
hongmaple0820/scale-engine scale-os.hongmaple.top SCALE Engine is an AI engineering scaffolding engine that provides a physical constraint l 53 Claude Code, Codex, Cursor, OpenCode 7 1,215 tok
rust-works/succinctly Succinct data structures 53 Claude Code 17 18,346 tok
clefru/ocrmypdf-paddleocr PaddleOCR plugin for OCRmyPDF. 53 Claude Code 1 2,132 tok
NihilDigit/waybar-ai-usage Monitor Claude Code and OpenAI Codex CLI usage directly in your Waybar status bar. 53 Claude Code, Codex, OpenCode 2 2,392 tok
tempoxyz/schelk Fast filesystem snapshot and rollback tool for benchmarking 53 Codex, OpenCode 1 46 tok
remix-run/remix-website 53 Claude Code, Codex, OpenCode 5 1,699 tok