How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
jacksenechal/scan-mcp MCP server for scanning (image capture/multipage assembly) 6 Claude Code, Codex, OpenCode 3 331 tok
cerebrixos-org/tuning-engines-cli CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories 6 Claude Code 1 584 tok
disk0Dancer/climate disk0dancer.github.io mcp or rest? cli! 6 Claude Code, Codex, OpenCode 2 886 tok
cedricziel/aha-mcp A Model Context Protocol (MCP) server that provides seamless integration with Aha.io's pro 6 Claude Code 1 11,221 tok
dgenio/ChainWeaver Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictab 6 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,086 tok
urav06/dialectic A Rebuttal Engine for Computational Argumentation in Claude Code CLI 6 Claude Code 1 —
aweussom/claude-code-quota Claude Code OAuth quota in your status line — Windows (PowerShell) and Linux (or WSL2) 6 Claude Code 1 3,360 tok
VoxTechnologies/anty-framework 4n7y.com AI Workforce plugin for Claude Code — proactive sales & marketing strategy for startup fou 6 Claude Code 1 2,397 tok
yojahny55/claude-wp-builder Claude Code plugin for building custom WordPress sites, demo-first workflow with ACF/SCF f 6 Claude Code 1 14,752 tok
Stronger197/douchebag Turns your coding agent into a loud vulgar gym-bro chad. 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,122 tok
onflow/flow-ai-tools flow.com Flow AI Tools. Free Claude Code plugin for Flow with 11 specialist skills. Build and ship 6 Claude Code, Codex, OpenCode 2 1,600 tok
KevinZai/commander commanderplugin.com CC Commander — Master Claude Code instantly. The Fable Method: 12 enforceable gates so any 6 Claude Code, Codex, Cursor, OpenCode 5 3,689 tok
bullish0x/goal-cc Give Claude Code a durable objective and it won't stop until the work is done — budgets, d 6 Claude Code 3 230 tok
josstei/argus-claude Argus - Multi-agent code quality & architecture review plugin for Claude Code. Runs parall 6 Claude Code 2 1,406 tok
rchaz/tunelab Claude Code plugin for LLM fine-tuning, distillation, and evaluation — decide whether you 6 Codex, OpenCode 1 1,026 tok
isaacriehm/cairn Persistent ground truth for Claude Code. Stop AI agents from drifting on your codebase. 6 Claude Code, Codex, OpenCode 2 2,269 tok
bendrucker/claude-code-agents-md agents.md Claude Code plugin for AGENTS.md 6 Claude Code 2 241 tok
rjroy/vibe-garden rjroy.github.io Claude Code plugins: Compass Rose (GitHub Projects), Lore Development (project context), N 6 Claude Code, GitHub Copilot 3 1,335 tok
deepfusionlabs/deep-init deepfusionlabs.ai Claude Code plugin that writes grounded, verified context for your coding agent — every cl 6 GitHub Copilot 1 1,688 tok
LewenW/claude-memory-bridge Cross-project memory sharing for Claude Code. One command install: claude mcp add memory-b 6 Claude Code 1 295 tok
mzored/init-deep AI documentation generator for Claude Code, Cursor, Copilot, Gemini CLI, Codex, Windsurf, 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,843 tok
WinterDDo/claude-code-skill-autopilot Command Autopilot — use 100% of Claude Code while memorizing zero commands. Silent automat 6 Claude Code 1 —
lteawoo/TokenMeter Local-first desktop app for monitoring Codex usage across your sessions, workspaces, and p 6 Codex 1 —
softcane/codex-blackbox Codex CLI session supervision: see failed or incomplete turns, token use, model changes, c 6 Codex, OpenCode 1 1,559 tok
Bitmia-ai/RedEye Your codebase keeps moving while you sleep. Autonomous Claude Code plugin that runs your t 6 Claude Code 1 1,487 tok
alex-feel/claude-code-artifacts-public alexfeel.info Reusable Claude Code artifacts — skills, hooks, rules, environment configs, agents, and sl 6 Claude Code 1 835 tok
leejpsd/nextjs-cache-handler Redis cache handler for Next.js 16 — supports both cacheHandler (ISR) & cacheHandlers ('us 6 Codex, OpenCode 1 496 tok
onorbumbum/sand onuruzunismail.com Sand is a Swift CLI for Apple silicon Macs. It creates small named Linux environments. Eac 6 Codex, OpenCode 1 2,293 tok
wei-b0/codexbar-lite getcodexbar.xyz A tiny native macOS menu bar app for monitoring Codex usage - no browser extensions, no Ch 6 Codex, OpenCode 1 914 tok
elastic/jingra Competitive Benchmarking Framework 6 Claude Code, Codex, OpenCode 2 390 tok
adobecom/da-express-milo adobe.com Official repo for adobe.com/express 6 Claude Code 11 422 tok
narumiruna/ly-mcp 6 Codex, OpenCode 1 748 tok
sreyas-endor/observatory 6 Codex, OpenCode 1 1,389 tok
davidmosiah/polar-mcp wellness.delx.ai Unofficial local-first Polar AccessLink Dynamic API v4 MCP server for AI agents 6 Codex, OpenCode 1 150 tok
0xAI-Builders/comandos Local-first terminal mission control for Claude Code, OpenAI Codex CLI, Gemini CLI and Ope 6 Claude Code 2 555 tok
sandraschi/godot-mcp Godot 4 automation via FastMCP — scene/mesh/PBR/particles, STL import, HTML5 export. For C 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,476 tok
yugui923/db-connect-mcp Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse 6 Claude Code, Codex, OpenCode 2 3,271 tok
brainOS-HQ/brain-os brainos-hq.com BrainOS is one memory for every AI tool: your AI picks up where you left off, with the dec 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,217 tok
paolovella/vellaveto Agentic security control plane for MCP and AI agent tool calls. MCP-native policy gateway 6 Claude Code 1 9,274 tok
Vincentwei1021/agent-toolbox 6 Claude Code 1 1,180 tok
itsocialist/mcp-config-manager 🎛️ The visual command center for AI tool configuration. Stop wrestling with JSON - start 6 Claude Code 2 7,074 tok
VitalyOstanin/youtrack-mcp MCP server for YouTrack: issues, attachments, work items, time reports, knowledge base 6 Claude Code, Codex, OpenCode 2 4,661 tok
netixc/stremio-mcp pypi.org Python MCP server for TMDB search, Stremio library management, and Android TV playback/con 6 Claude Code, Codex, OpenCode 2 1,409 tok
RyanCardin15/Perigee-Tides 6 Claude Code, Codex, OpenCode 2 2,239 tok
Traves-Theberge/openlens npmjs.com openlens is an opencode, code review tool that runs multiple specialized AI agents in para 6 Claude Code, Codex, Gemini CLI, OpenCode 4 5,541 tok
hydroCoderClaud/mcpHydroSSH SSH MCP server for Claude Code - connect to remote servers, execute commands, and automate 6 Claude Code 1 1,419 tok
louisbrulenaudet/bodyboard Canonical instructions for coding assistants from a single AGENTS.md ✨ 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,604 tok
ZhanZiyuan/cloudflare-mcp geminicli.com A Gemini CLI extension for Cloudflare's MCP servers. 6 Gemini CLI 1 295 tok
tanaikech/gas-development-kit-extension medium.com This Gemini CLI extension enhances Google Apps Script development by integrating with tool 6 Gemini CLI 1 444 tok
sralli/agendum Universal project management for AI coding agents — MCP server + CLI + git-native task boa 6 Claude Code 1 761 tok