How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
alex-feel/claude-code-toolbox alexfeel.info Claude Code Toolbox — automated installers and environment configuration framework for Cla 16 Claude Code 1 17,552 tok
CarlDog/openchronicle-mcp Memory database for LLM agents — persistent keyword + optional semantic memory, project na 16 Claude Code, Codex, OpenCode 2 18,104 tok
20alexl/claude-engram Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, 16 Claude Code 1 4,702 tok
kajidog/mcp-tts-voicevox kajidog.github.io VOICEVOX MCP Server (MCP Apps対応) 16 Claude Code 1 2,805 tok
radimsem/mithril A trustless MCP server that replaces the generic shell tool with validated, sandboxed, pur 16 Claude Code 3 1,709 tok
paulieb89/property-shared bouch.dev UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp du 16 Claude Code 1 3,258 tok
isaacsight/kernel kernel.chat Three packages: @kernel.chat/agent-os (POSIX for AI agents — capabilities, namespaces, quo 16 Claude Code, Codex, OpenCode 2 1,709 tok
cybertronai/SutroYaro cybertronai.github.io SutroYaro — Sutro Group research workspace for energy-efficient AI training. Point any cod 16 Claude Code, Codex, Gemini CLI, OpenCode 14 7,023 tok
SigNoz/agent-skills signoz.io Agent skills for SigNoz 16 Claude Code, Codex, OpenCode 2 28 tok
dsebastien/obsidian-cli-rest dsebastien.github.io Control your Obsidian vault programmatically. This plugin turns all Obsidian CLI commands 16 Claude Code, Codex, OpenCode 3 8,795 tok
ptaczek/daw-mcp DAW MCP for prompting against Bitwig Studio and Ableton Live from Claude (and other AI age 16 Claude Code 1 3,688 tok
jstuart0/agentpulse Real-time monitoring dashboard for AI coding agent sessions (Claude Code + Codex CLI) 16 Claude Code, Codex, OpenCode 2 8,775 tok
ShenSeanChen/launch-agent-skills 16 Claude Code 1 409 tok
sonisoft-cnanda/now-sdk-ext-mcp MCP server for ServiceNow — enables AI assistants (Claude, etc.) to execute scripts, query 16 Claude Code, Codex, OpenCode 2 3,387 tok
GeiserX/genieacs-mcp MCP Server for GenieACS written in Go 16 Claude Code 1 403 tok
anthony-maio/triton-skills Claude Code agent skills for writing optimized Triton GPU kernels 16 Claude Code 1 282 tok
BauplanLabs/bauplan-skills Hosting Bauplan skills to be used with coding assistants and autonomous AI agents. 16 Claude Code 1 1,650 tok
AdelElo13/mac-control-mcp 16 Claude Code 1 806 tok
kaustubhhiware/agent-skills-fullstack-development How to use agent skills for fullstack development: design, planning, development 16 Claude Code, Codex, OpenCode 2 142 tok
kyleoliveiro/sg-gov-skills Agent skills for developers building tech projects for Singapore government agencies. 16 Claude Code, Codex, OpenCode 2 525 tok
dapi/claude-code-marketplace Agents, commands and skills for active development 16 Claude Code 1 5,100 tok
Curt-Park/claudeview Terminal dashboard for real-time Claude Code session monitoring — k9s-style TUI with live 16 Claude Code 1 64 tok
MuhammadHasbiAshshiddieqy/OpenClawn Lightweight, safe, self-improving multi-role AI agent framework. Hybrid local + cloud LLMs 16 Claude Code 1 6,049 tok
dotcommander/cclint Linter for Claude Code agents, commands, and skills 16 Claude Code 1 9,286 tok
BugRoger/beastmode Agentic workflow skills for Claude Code. Activate beastmode. 16 Claude Code 2 11 tok
XAIHT/Tlamatini xaiht.org Tlamatini is a self-hosted AI developer assistant for local or cloud LLMs: hybrid RAG (FAI 16 Claude Code, Codex, Gemini CLI 12 59,259 tok
BrianPugh/unraid-claude-code Claude Code plugin for Unraid. 16 Claude Code 1 404 tok
selftune-dev/selftune selftune.dev Skill observability & self-improving toolkit for agent skills. 16 Claude Code, Codex, OpenCode 2 3,418 tok
samaritan0/dfir-agentic-suite An autonomous Digital Forensics & Incident Response toolkit built on Claude's skill and MC 16 Claude Code 1 833 tok
az9713/claude-cowork-content-plugin 6 Claude Opus 4.6 AI agents built a complete Claude Cowork plugin in 5 minutes, then 6 mor 16 Claude Code 1 544 tok
Sperax/sperax-crypto-mcp MCP server and plugin for Sperax Protocol – USDs, SPA, veSPA & Demeter on Arbitrum and BNB 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 755 tok
sgaunet/claude-plugins A curated collection of specialized Claude Code plugins designed to enhance your developme 16 Claude Code 1 3,232 tok
bahayonghang/my-ai-cli-toolkit My AI Agents configuration, including commands, skills, and more 16 Claude Code, Codex, OpenCode 2 1,585 tok
gensyn-ai/gensyn-delphi-skills Skills for agents to view markets and place trades on Gensyn's Delphi prediction markets 16 Claude Code, Codex, OpenCode 2 6 tok
Evaluris-Solutions/claude-active-directory evaluris.com AI agent harness for Active Directory offensive security — 8 skill domains, 13 slash comma 16 Claude Code 1 1,208 tok
Ratler/dream-team Dream Team is a Claude Code plugin offering structured planning capabilities that generate 16 Claude Code 1 1,760 tok
gqy20/article-mcp pypi.org Literature search MCP 16 Claude Code 1 2,254 tok
qckfx/node-debugger-mcp An MCP server for a Node.js debugger. Designed to run locally alongside Claude Code or oth 16 Claude Code 1 626 tok
veecle/chiplab veecle.ai Give agents access to virtual hardware. 16 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,984 tok
fabioconcina/claumon claumon.fabioconcina.com Claude Code dashboard: see where your limits are headed before you hit them. Calibrated us 16 Claude Code 1 678 tok
fstamatelopoulos/cerefox Personal knowledge base with hybrid search and read/write access for AI agents 16 Claude Code 1 12,196 tok
boyand/codex-review Claude Code plugin for multi-round Codex reviews of plans and implementations. 16 Claude Code, Codex, OpenCode 2 1,037 tok
thecombatwombat/replicant-mcp Android MCP server - production-grade, token-optimized, accessibility-first 16 Claude Code, Codex, OpenCode 12 527 tok
gurkanfikretgunak/masterfabric_core pub.dev A comprehensive Flutter package core utilities, base classes, and shared logic for buildin 16 Claude Code, Codex, Cursor, OpenCode 3 54 tok
K-dash/typemux-cc Claude Code plugin: Python type-checker LSP multiplexer. Auto-detects .venv and routes to 16 Claude Code, Codex, OpenCode 6 1,169 tok
fsbtactic-code/aim-instagram-suite 16 Claude Code 14
renatobardi/hapai renatobardi.github.io Deterministic guardrails for AI coding assistants. Enforce rules via Bash hooks before exe 16 Claude Code, Codex, OpenCode 2 13,646 tok
kylesnowschwartz/prompt-tower.nvim ⚡ Turn your codebase into AI-ready context in seconds – the Neovim plugin that bridges the 16 Claude Code 1 1,069 tok
charles-adedotun/notifications-mcp-server MCP server for macOS notifications and sounds when Claude Desktop tasks complete. 16 Claude Code 7
QuincySx/easyeda-agent-mcp-server 16 Claude Code 1