How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
catoncat/workspace-agent-relay-mcp Local relay MCP and dashboard for ChatGPT Workspace Agent trigger callbacks — plan, progre 12 Codex, OpenCode 1 1,835 tok
corewebvitals/cwv-superpowers 12 Gemini CLI 1 18 tok
Sparker0i/indian-stock-mcp-agent MCP Server that deals with Indian Stocks, MFs, Crypto, etc. 12 Claude Code 1 7,449 tok
bscott/noteplan-mcp Unofficial Noteplan.co MCP server 12 Claude Code 1 150 tok
tosin2013/mcp-codebase-insight 12 Claude Code, GitHub Copilot 6 2,118 tok
rgrz/peoplesoft-mcp A Model Context Protocol (MCP) server that enables AI assistants to query and understand P 12 Claude Code, Cursor 3
timoconnellaus/claude-code-iterm-worktree-mcp 12 Claude Code 1 570 tok
sandsower/memento-vault Persistent knowledge capture for coding agents. Auto-triages sessions into searchable Zett 12 Codex, OpenCode 1 53 tok
zrong/skills AI Agent Skills collection 12 Claude Code, Codex, Gemini CLI, OpenCode 3 895 tok
wangkanai/devops-mcp Dynamic Azure DevOps MCP Server with directory-based authentication switching between orga 12 Claude Code 1 4,203 tok
zengwenliang416/banana-image-mcp 12 Claude Code 1 859 tok
aegntic/cldcde cldcde.cc The unofficial community hub for Claude Code plugins, skills, extensions, MCP servers, and 12 Claude Code, Codex 40 605 tok
Muvon/octofs octomind.run Rust MCP server giving AI agents filesystem superpowers: view, edit, batch-edit, shell and 12 Codex, OpenCode 1 2,829 tok
AutomoxCommunity/automox-mcp An MCP server implementation for Automox 12 Claude Code 1 2,772 tok
WYRE-AI/cipp-mcp MCP server for CIPP (CyberDrain Improved Partner Portal) — M365 multi-tenant management, u 12 Claude Code 1 1,076 tok
Xinyang-Li666/SciCrucible A Claude-based scientific intelligence knowledge base covering the full cycle from literat 12 Claude Code 10 1,107 tok
abhiunix/AgentHarbor agentharbor.openxsecurity.com 🚢 One native app for all your AI coding agents - live rate limits, session usage, deep an 12 Claude Code, Codex, OpenCode 2 2,744 tok
pdugan20/claudelint claudelint.com A linter for Claude Code projects. Validates CLAUDE.md files, skills, settings, hooks, MCP 12 Claude Code, Codex, OpenCode 3 1,178 tok
Lokesh-Chimakurthi/rosetta-llm pypi.org Multi-format LLM proxy — translates OpenAI Chat, OpenAI Responses & Anthropic Messages. Wo 12 Claude Code 1 2,074 tok
dotneet/agent-session-view A coding agent session viewer for browsing, viewing, and exporting conversation history fr 12 Claude Code, Codex, OpenCode 4 693 tok
jmagly/kintsugi-usb AI-assisted rescue boot USB — a Ventoy multi-boot drive on Ubuntu 24.04 with offline LLM i 12 Claude Code, Codex, OpenCode 21 3,014 tok
joohw/clovapi clovapi.com Built-in local proxy for easy Agent API management — open-source CLI and desktop app that 12 Codex, OpenCode 1 453 tok
dustinblack/agent-dashboard Real-time dashboard for spawning and controlling AI coding agents across multiple hosts. S 12 Claude Code, Codex, Gemini CLI, OpenCode 3 898 tok
JinPLu/Teamwork [DEPRECATED] Deprecated; please use https://github.com/JinPLu/teamwork-simplify instead — 12 Claude Code, Codex, OpenCode 2 1,235 tok
mrstev3n/balise-skills Catalogue francophone de skills portables pour Claude Code, Codex, Cursor, le Figma Agent 12 Codex, OpenCode 1 188 tok
gtwatts/mainframe Help coding agents work more safely and reliably in native shells. Open-source tools, poli 12 Claude Code 1 1,466 tok
deeflect/dory dory.deeflect.com One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/M 12 Claude Code, Codex, OpenCode 2 1,697 tok
Anasss/qa-orchestra qa-orchestra.com AI-powered QA orchestration for Claude Code. 10 agents, from diff analysis to bug reports. 12 Claude Code, Codex, OpenCode 2 2,297 tok
dbbbbm/kimi-stock-agent Records of AI trading stocks independently 12 Claude Code 6 3,129 tok
SAP-samples/cap-agentic-engineered Reference CAP + Fiori Elements application showing how AI coding agents produce higher-qua 12 Claude Code, Codex, OpenCode 8 1,133 tok
FortiumPartners/ensemble Ensemble Plugin Ecosystem - Modular Claude Code plugins for AI-augmented development workf 12 Claude Code, Codex, OpenCode 5 5,880 tok
leviyuan/lodestar Best practices for a one-person company—not just a Feishu channel for an AIAgent, but also 12 Codex, OpenCode 1 3,746 tok
fullstackcrew-alpha/privacy-mask pypi.org Automatically redacts sensitive data in screenshots before sending to AI agents 12 Claude Code 2 783 tok
fending/context-engineering brianfending.com Context engineering patterns and templates for AI coding agents. CLAUDE.md / AGENTS.md exa 12 Claude Code, Codex, OpenCode 2 828 tok
wat-hiroaki/claude-code-studio AI Agent Workspace Studio — Multi-workspace management for Claude Code CLI sessions with S 12 Claude Code 1 879 tok
renezander030/agentic-task-system npmjs.com CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more ( 12 Codex, OpenCode 1 437 tok
diagrid-labs/dapr-skills diagrid.io A set of Claude Code skills to speed up the creation of Dapr Workflow applications 12 Claude Code, Codex, OpenCode 3 4,486 tok
mhawthorne/gza AI coding assistant task and workflow manager 12 Claude Code, Codex, OpenCode 3 3,584 tok
KeystoneScience/codex-mem Persistent memory for Codex CLI, Claude Code, and MCP clients 12 Claude Code 3 928 tok
angrysky56/emotion_ai The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 inf 12 Claude Code, GitHub Copilot 2 5,893 tok
Kromatic-Innovation/athenaeum kromatic.com Open source knowledge management pipeline — passive recall, append-only intake, tiered com 12 Claude Code, Codex, OpenCode 2 1,823 tok
Kandil7/prprompts-flutter-generator Generate customized PRPROMPTS for Flutter projects from PRD - HIPAA, PCI-DSS, GDPR complia 12 Claude Code, Gemini CLI 27 15,295 tok
greendesertsnow/pocketbase-skills Agent Skills for PocketBase development — 64 best-practice rules across 9 categories, curr 12 Claude Code 2 360 tok
patwalls/headroom headroom.walls.sh Your Claude Code usage, live in the menu bar — session + weekly % , color-coded. Zero conf 12 Claude Code 3
thkt/dotclaude Personal Claude Code configuration — 28 skills, 28 agents, deterministic multi-agent workf 12 Claude Code 1 317 tok
constripacity/Claude-Bridge Real-time cross-machine MCP relay for Claude Code agents 12 Claude Code 1 2,311 tok
kstonekuan/splatter-mcp-app MCP app for generating and viewing 3D models using 3D Gaussian Splatting 12 Claude Code, Codex, OpenCode 5 18 tok
markusl/statfin-mcp markusl.github.io Production-grade Model Context Protocol (MCP) server for Statistics Finland's StatFin data 12 Claude Code 1 802 tok
supermhel/fengarde supermhel.github.io Open-source SIEM pipeline: raw security logs → OCSF → correlation rules → alerts. OT and I 12 Claude Code 1 1,208 tok
prompt-armor/prompt-armor pypi.org Open-source prompt injection detector — 5 layers, 91.7% F1, ~27ms, offline, Apache 2.0 12 Claude Code 1 1,684 tok