How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
hhhh124hhhh/godot-mcp godot-mcp: a powerful tool for game development using natural language 43 Claude Code 20 7,358 tok
hmlyn/SunnyNet-wpf SunnyNet WPF is a Windows packet capture and analysis tool based on the SunnyNet Go core, 43 Codex 1 —
qorstack/qorstack-report report.qorstack.com 43 GitHub Copilot 1 18 tok
kubevirt/kubevirt-tekton-tasks VM specific tasks for Tekton Pipelines 43 Codex, Cursor, OpenCode 2 1,374 tok
nexpeakcore/deepseek-harness-pr-review nexpeakcore.github.io AI code review with DeepSeek: headless PR review automation that verifies PR descriptions 43 Codex, OpenCode 1 572 tok
tarunms7/forge-orchestrator Forge is a self-evolving multi-agent orchestrator -- that plans, runs parallel agents, orc 43 Claude Code 1 508 tok
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-MLX Native MLX quants of Qwen3.6-27B-AEON-Ultimate-Uncensored for Apple Silicon (Metal): 8-bit 43 Codex, OpenCode 1 7,457 tok
lizTheDeveloper/solarpunk_utopia 🌱 Production-ready gift economy mesh network for Solarpunk communes - Complete offline-fi 43 Claude Code 1 3,287 tok
bearlike/Assistant docs.mewbo.com 🌼 AI stack centered on an agent hypervisor. Automates tasks, graph-powered repo wiki, and 43 Claude Code, Codex, OpenCode 3 6,797 tok
majiayu000/vibeguard majiayu000.github.io Rust CLI with scoped review rules, native Bash and Git hooks, and installation diagnostics 43 Codex, OpenCode 1 486 tok
EtienneChollet/ontomics Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in 43 Claude Code 1 2,562 tok
prime-radiant-inc/stockyard Coding-agent VM orchestrator: runs coding agents in isolated VMs — Firecracker micro-VMs o 43 Claude Code 1 263 tok
bitrise-io/bitrise-mcp bitrise.io MCP Server for the Bitrise API, enabling app management, build operations, artifact manage 43 Claude Code 1 521 tok
Galileo-Agent-Labs/eval-engineer galileo.ai Bring Galileo powered eval workflows into Claude Code and Codex. 43 Codex, OpenCode 1 1,930 tok
microsoft/Agent365-python 43 Claude Code, GitHub Copilot 14 3,249 tok
RealTimeLogic/LSP-Examples Lua modules and examples, including IoT/Cloud connectivity 43 Codex, OpenCode 1 4,937 tok
hjsh200219/fortuneteller 43 Claude Code, Codex, OpenCode 2 1,797 tok
ara3d/ara3d-sdk ara3d.com 📚 Various C# libraries for efficient data driven applications 43 Claude Code, Codex, OpenCode 2 4,531 tok
FouadMagdy01/RNCopilot Production-ready React Native Expo starter template with auth, theming, i18n, and 33+ UI 43 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 11,654 tok
hyperb1iss/git-iris hyperb1iss.github.io An intelligent agent that understands your code and crafts perfect Git artifacts 43 Claude Code, Codex, OpenCode 2 5,511 tok
badlogic/vs-claude VS Code extension and MCP server so Claude Code can open files, diffs and manipulate VS Co 43 Claude Code 1 59 tok
JJenglert1/claude-code-for-beginners-tips 43 Claude Code 1 817 tok
ravsau/ai-tutorials youtube.com code and files that accompany cloudyeti ai tutorials 43 Codex, OpenCode 1 906 tok
datastax/astra-db-mcp An MCP server for Astra DB workloads 43 Claude Code 1 —
richardkmichael/mcp-tailwindplus TailwindPlus MCP server 43 Claude Code 3 625 tok
adrianhajdin/skild jsmastery.com Fullstack platform for sharing AI Agent skills, built with TanStack Start, Tailwind, and T 43 Claude Code, Codex 13 —
foyzulkarim/skills Personal Claude Code plugin marketplace 43 Claude Code, Codex, OpenCode 2 7,165 tok
beixiyo/vsc-lsp-mcp Expose VS Code language intelligence to AI agents via MCP, with automatic routing across m 43 Codex, OpenCode 1 1,652 tok
Consensys/ask-o11y-plugin AI-powered observability assistant for Grafana that helps you query data, investigate issu 43 Claude Code, Codex, Cursor, OpenCode 15 4,634 tok
YoursshLabs/yourssh A professional, open-source SSH client for macOS, Windows, and Linux built with Flutter. D 43 Claude Code 7 11,036 tok
baguskto/saham-mcp 43 Claude Code 1 814 tok
Katagiri-Hoshino-Lab/VibeCodeHPC CLI-based multi-agents for Auto-Tuning (e.g. HPC code optimazation loops) supporting Local 43 Claude Code 1 1,693 tok
itsmostafa/qi query search engine cli for humans and ai agents 43 Claude Code, Codex, OpenCode 2 4,587 tok
honeydew-ai/honeydew-ai-coding-agents-plugins honeydew.ai Honeydew AI plugins for coding agents (Claude Code, Codex, Cursor, Github Copilot, Gemini, 43 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
FerroxLabs/wayland-core getwayland.com Multi-provider AI agent CLI written in Rust 43 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,106 tok
RajjjAryan/career-copilot AI-powered job search pipeline for AI coding agents 43 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 465 tok
laststance/skills-desktop skills-desktop.vercel.app Visualize installed Skills and symlink status across AI agents 43 Claude Code, Codex, OpenCode 2 3,351 tok
OhadAssulin/headless-coder-sdk Unified SDK for headless AI coders (Codex, Claude, Gemini) 43 Claude Code, Codex, OpenCode 2 1,313 tok
jeremylongshore/claude-code-slack-channel jeremylongshore.github.io Slack-native governance substrate for Claude Code and peer agents: every tool call passes 43 Claude Code, Codex, Gemini CLI, OpenCode 3 9,550 tok
sepehrbayat/SEPCC SEPCC — A Claude Code proxy with context that survives. Route Claude Code through 17+ prov 43 Claude Code, Codex, OpenCode 17 994 tok
peakflames/PolarionMcpServers MCP Server for Polarion 43 Claude Code 3 4,187 tok
firecrawl/last30flames Agent skill that researches what's actually new about any topic in a recent time window - 43 Claude Code 1 232 tok
nmamano/isomux isomux.com Give your agents a cute office. Multi-device, multi-user, multi-agent collaboration. 43 Claude Code, Codex, OpenCode 2 2,917 tok
linxule/kimi-plugin-cc npmjs.com Kimi for Claude Code, Codex, and DeepSeek Harness: code questions, independent reviews, bo 43 Claude Code, Codex, OpenCode 2 5,076 tok
advenimus/jw-mcp MCP Tools for Jehovah's Witnesses 43 Claude Code 1 1,726 tok
indranilbanerjee/socialforge indranil.in An open-source social media production system that turns a content calendar into on-brand 43 Codex, OpenCode 1 1,215 tok
quasi/cl-mcp-server Common Lisp REPL Superpower for Agents 43 Claude Code 3 67 tok
az9713/addyosmani-agent-skills Local clone of addyosmani/agent-skills with additional documentation 43 Claude Code, Codex, OpenCode 2 1,607 tok
vulnerability-lookup/VulnMCP A modular MCP server providing AI-driven vulnerability management skills, including severi 43 Claude Code 1 1,809 tok
DitriXNew/MCP-DB-Client MCP layer for 1C 43 GitHub Copilot 1 1,010 tok