How real projects configure their agents

43,636 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
jpiece3/lead-magnet-quiz-workflow 26 Claude Code 4 3,730 tok
numbersprotocol/capture-cam numbersprotocol.github.io A photo-sharing app with only verifiable photos and videos. 26 Claude Code, GitHub Copilot 2 2,337 tok
dyeoman2/tanstack-start-template tanstack-start-convex.netlify.app TanStack Start template with Convex real-time DB, BetterAuth, Tailwind, ShadcnUI, AI playg 26 Claude Code, Codex, OpenCode 2 2,689 tok
yungwood/ical-filter-proxy yungwood.github.io iCal proxy with support for user-defined filtering rules 26 Codex, OpenCode 1 523 tok
friendsofstrandseq/mosaicatcher-pipeline friendsofstrandseq.github.io Integrated workflow for SV calling from single-cell Strand-seq data 26 Claude Code, Gemini CLI 3 4,892 tok
myyimu/codex-session-transfer Local-first desktop utility for exporting, importing, syncing, and restoring Codex task an 26 Codex, OpenCode 1 1,248 tok
cyberAlchemyAI/Arcanum A repository of Sigils: standardized modules for agentic intelligence and system automatio 25 Claude Code, Codex, GitHub Copilot, OpenCode 70 527 tok
davidmigloz/ai_clients_dart A collection of Dart client libraries for popular AI APIs. Provides type-safe, well-docume 25 Claude Code, Codex, OpenCode 4 1,181 tok
DevinoSolutions/stealth-chrome-devtools-mcp pypi.org Undetectable browser automation for AI agents via MCP. Stealth Chrome DevTools with smart 25 Claude Code 1 12,531 tok
stephanj/MCPJavaFileSystem 25 Claude Code 1 840 tok
williamkapke/MadameClaude Madame Claude is a monitoring system for Claude Code hooks that captures and streams tool 25 Claude Code 1 609 tok
HatmanStack/RAGStack-Lambda 25 Claude Code 7 1,549 tok
hairyf/skills Hairy's curated collection of agent skills. 25 Codex, OpenCode 1 2,469 tok
robertsfeir/atelier-pipeline Multi-agent orchestration plugin for Claude Code — 10 specialized agents, persistent Brain 25 Claude Code, Codex, OpenCode 11 1,801 tok
sgroy10/speclock sgroy10.github.io Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,035 tok
LeeYudok/agents-scaffold leeyudok.github.io Fork-and-fill bootstrap for AI coding agents (Claude Code first, Codex/Gemini via AGENTS.m 25 Claude Code, Codex, Gemini CLI, OpenCode 7 2,213 tok
chappyasel/meta-kb A self-improving knowledge base about LLM agent infrastructure 25 Claude Code 1 903 tok
MiguelElGallo/iparq iparq.dev Inspect Parquet metadata, encodings, compression, indexes, and Bloom filters locally 25 GitHub Copilot 1 48 tok
myclaude-sh/myclaude-creator-engine myclaude.sh The creation pipeline for Claude Code products — research, create, validate, publish. 13 t 25 Claude Code, Codex, OpenCode 2 4,416 tok
cyijun/agent-smith Agent Smith has taken over your terminal: he recursively breaks down tasks and mercilessly 25 Claude Code 1 1,208 tok
raintree-technology/docpull raintree.technology Local-first Python CLI and MCP server for versioned, cited context from web and document s 25 Codex, OpenCode 1 159 tok
wenet-ec/edge-core Self-hostable Linux and edge fleet-management platform — operate machines behind NAT and f 25 Claude Code, Codex, OpenCode 2 5,922 tok
internetworklab/cloudping ping2.sh Simple web-based ping & traceroute 25 Claude Code, Codex, OpenCode 2 769 tok
annenpolka/roo-logger An MCP server for logging activity in Roo Code/Cline. 25 Claude Code 1 1,111 tok
Teamwork/mcp mcp.ai.teamwork.com Teamwork.com MCP server 25 Claude Code, Codex, OpenCode 3 21,116 tok
barvhaim/HoneyMCP A Deception Security Layer for MCP Servers. It injects "ghost tools" (fake security-sensit 25 Claude Code, Codex, OpenCode 2 4,918 tok
MachineWisdomAI/fava-trails fava-trails.org 🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, prom 25 Claude Code, Codex, OpenCode 2 4,120 tok
kdcube/kdcube kdcube.tech Open-source, self-hosted runtime and SDK for AI applications. One tenant/project deploymen 25 Codex, OpenCode 1 2,434 tok
youdotcom-oss/dx-toolkit Open-source toolkit enabling developers to integrate You.com's AI capabilities into their 25 Claude Code, Codex, OpenCode 4 1,319 tok
thoreinstein/gemini-notifier A Gemini CLI extension to send system notifications when Gemini needs permissions 25 Gemini CLI 1 370 tok
jim-at-jibba/nvim-stride 25 Claude Code, Codex, OpenCode 4 1,424 tok
howells/arc usearc.vercel.app Agent workflow plugin for Claude Code and Codex that takes projects from idea to reviewed, 25 Claude Code, Codex, OpenCode 2 1,116 tok
vlad-ryzhkov/AI-QA-workshop-feb19 youtu.be AI prompts, agents, and anti-patterns for QA — from specification audits to API test gener 25 Claude Code, Codex, GitHub Copilot, OpenCode 21 2,657 tok
hcastro/cursor2claude CLI that syncs Cursor rules into Claude Code’s CLAUDE.md 25 Claude Code 1 554 tok
aktsmm/vscode-agent-skill-ninja VS Code Extension for searching, installing and managing Agent Skills (SKILL.md) for GitHu 25 Codex, GitHub Copilot, OpenCode 4 8,000 tok
vallafederico/webflow-dev-setup webflow-dev-setup-xi.vercel.app 25 Claude Code, Codex, OpenCode 7 508 tok
fockus/skill-memory-bank fockus.github.io Universal long-term project memory for AI coding agents — Claude Code, Cursor, Windsurf, C 25 Claude Code 1 5,489 tok
aiurda/cursor10x Cursor10x is a comprehensive suite of tools that enhances the A.I. agent's capabilities wi 25 Cursor 1 1,337 tok
vasu31dev/playwright-ts-lib Reusable Helper methods for Playwright Library in Typescript 25 Claude Code 4 1,019 tok
prompt-templates/-Legacy-ai-session-governance [Legacy] Harness engineering for AI session continuity — cross-tool handoff governance for 25 Claude Code, Codex, Gemini CLI, OpenCode 3 20,346 tok
crazyrabbitLTC/mcp-twitter-server Model Context Protocol Server for Accessing twitter 25 Claude Code 1 642 tok
jiaiyan/element-plus-skills skills.sh A comprehensive skill library for Element Plus UI framework, designed for AI agents to und 25 Codex, OpenCode 1 10,686 tok
basicmachines-co/basic-memory-skills Skills for AI memory management — reflection, defragmentation, and more 25 Claude Code, Codex, OpenCode 2 586 tok
michoelchaikin/awesome-netsuite-ai A curated list of awesome NetSuite AI resources, tools, articles, and community contributi 25 Codex, GitHub Copilot, OpenCode 2 1,693 tok
SierraDevsec/clnode Claude Code Swarm Intelligence Plugin — agent coordination via hooks + DuckDB 25 Claude Code 10 2,467 tok
Jktfe/serveMyAPI 25 Claude Code 1 743 tok
crouton-labs/crouton-kit Claude Code plugins marketplace by Silas Rhyneer 25 Claude Code 1 901 tok
jmanhype/mcp-flux-studio A Model Context Protocol server for Flux image generation, providing tools for image gener 25 Claude Code 1 525 tok
luno/luno-mcp MCP Server for the Luno Cryptocurrency API 25 Claude Code, GitHub Copilot 2 2,278 tok
dipseth/google_workspace_fastmcp2 FastMCP2 server for Google Drive uploads with Qdrant-powered semantic search 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 5,766 tok