How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
berlinbra/alpha-vantage-mcp MCP Server for Alpha Advantage API 104 Claude Code 1 1,470 tok
tonylofgren/aurora-smart-home instagram.com Independent Claude Skills for the whole smart home: Home Assistant, ESPHome, Node-RED, cus 104 Claude Code, Codex, OpenCode 1 576 tok
skanehira/chatbook A PDF reader that lets you select passages of interest while reading technical books and a 104 Claude Code 1 41,673 tok
weaviate/agent-skills Agent Skills to empower developers building AI applications with Weaviate. 104 Claude Code, Codex, OpenCode 2 1,661 tok
ericdrowell/brometal brometal.dev BroMetal is an LLVM-inspired compiler that transforms TypeScript into highly optimized GPU 104 Claude Code, Codex, OpenCode 2 2,052 tok
bluzir/claude-code-design Claude Design reproduced for Claude Code — HTML decks, prototypes, design systems, animate 104 Claude Code 1 3,110 tok
ruvnet/flow-nexus flow-nexus.ruv.io Flow Nexus is the first competitive agentic platform built entirely on MCP. Deploy autonom 104 Claude Code 6 3,282 tok
ataglianetti/inner-dialogue 104 Claude Code 1 3,074 tok
robonuggets/hyperframes-helper Hyperframes Helper — three-level kit for HTML-to-MP4 motion-graphics videos. By RoboNugget 104 Claude Code 1 497 tok
openkaiden/kaiden openkaiden.ai 104 Claude Code, Codex, OpenCode 5 2,604 tok
hect0x7/jmcomic-ai pypi.org JMComic Agent Skills / AI-native JMComic assistant: inject JMComic into your AI Agent thro 104 Claude Code, Codex, Gemini CLI, OpenCode 3 1,807 tok
akutishevsky/lunchmoney-mcp A Model Context Protocol (MCP) server implementation for LunchMoney, providing programmati 104 Claude Code 1 1,628 tok
grafana/agento11y grafana.com Actually Useful Agent Observability 104 Claude Code, Codex, OpenCode 2 2,574 tok
zoharbabin/due-diligence-agents zoharbabin.com Legal flags a risk. Finance flags another. We connect and cite. Open-source forensic M&A d 104 Claude Code 6 3,693 tok
PixelPaw-Labs/codex-trace OpenAI Codex CLI session log viewer for JSONL files in ~/.codex/sessions. Browse conversat 104 Claude Code, Codex, OpenCode 5 614 tok
githits-com/githits-cli githits.com CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents 104 Claude Code, Codex, Gemini CLI, OpenCode 6 3,533 tok
hechtcarmel/jetbrains-debugger-mcp-plugin 104 Claude Code 1 3,880 tok
rand/rlm-claude-code Recursive Language Model integration for Claude Code - intelligent multi-provider routing 104 Claude Code 9 2,252 tok
joelmoss/proscenium Modern client-side development for Rails 104 Claude Code 6 1,998 tok
Ranteck/graph-engineer 103 Claude Code, Codex, OpenCode 7 3,964 tok
zizicici/Watermelon iOS Photos Backup App. Supports Backup to External Storage, SMB, WebDAV, S3-Compatible Buc 103 Claude Code, Codex, OpenCode 2 1,492 tok
openshift/rosa 103 Claude Code, Codex, Gemini CLI, OpenCode 7 3,213 tok
olorehq/olore olore.dev Turn library docs into local Agent Skills 103 Claude Code, Codex, OpenCode 7 210 tok
GRIND-Lab-Core/night_owl_research_agent Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GISci 103 Claude Code 1 4,725 tok
toolboxmd/karpathy-wiki Karpathy Wiki - Claude Code skills for building persistent, compounding knowledge bases. B 103 Claude Code, Codex, OpenCode 3 922 tok
closedloop-ai/claude-plugins Open-source Claude Code plugins for multi-agent software delivery. Plan-first SDLC workflo 103 Claude Code, Codex, OpenCode 2 3,027 tok
natsukium/dotfiles dotfiles.natsukium.com Nix dotfiles for NixOS, Darwin and WSL 103 Claude Code 2
gabeklein/expressive-mvc Define classes to organize and control state used by React apps 103 Claude Code, Codex, OpenCode 2 2,775 tok
montanaflynn/botctl botctl.dev Manage persistent AI bots with a terminal dashboard, web UI, and declarative configuration 103 Claude Code 1 1,056 tok
marcoturi/react-redux-boilerplate A meticulously crafted, extensible, and robust architecture for constructing production-gr 103 Claude Code, Codex, OpenCode 2 1,688 tok
dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p 103 Claude Code, Codex, OpenCode 3 36,838 tok
netwaif/multi-agent-starter Claude · Codex · Gemini multi-agent orchestration starter (file-based) 103 Claude Code 2 3,092 tok
s-morgan-jeffries/apple-mail-fast-mcp 🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, o 103 Claude Code, Codex, OpenCode 11 1,782 tok
vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS 103 Claude Code, Codex, Gemini CLI, OpenCode 13 6,583 tok
agno-agi/vibe-video agno.com Create motion-graphics videos from natural-language using Hyperframes. Researches topics, 103 Claude Code 1 1,501 tok
flowing-abyss/obsidian-hybrid-search Hybrid search for Obsidian vaults via plugin, CLI, and MCP server 103 Claude Code 1 1,902 tok
PaulBratslavsky/astro-strapi-example-project 103 Claude Code 2 796 tok
uilibs/uiprotect Python API for UniFi Protect (Unofficial) 103 Claude Code, Codex, OpenCode 2 6,175 tok
lawliet206/ROS ROS Noetic two-wheel differential-drive autonomous mobile robot: ESP32 chassis (PID/encode 103 Claude Code, Codex, OpenCode 2 2,251 tok
rshah515/claude-code-subagents Comprehensive collection of 133+ specialized AI subagents for Claude Code covering the ent 103 Claude Code 1 5,143 tok
1amageek/SwiftAgent A type-safe, declarative AI agent framework for Swift. Build composable AI pipelines wit 103 Claude Code, Codex, OpenCode 2 16,554 tok
RConsortium/pharma-skills A collection of agent skills for BioPharma use cases GSDBench Intake https://rconsortium.g 103 Claude Code 2 1,774 tok
tjx666/vscode-mcp MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get 103 Claude Code, Codex, OpenCode 6 79 tok
VeriTeknik/pluggedin-app plugged.in The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discoveri 103 Claude Code, Cursor 3 2,788 tok
mrbuslov/capcut-ai-editor AI Capcut MCP server for automated "talking head" video processing. Removes pauses, detect 103 Claude Code 1 1,051 tok
Clawdi-AI/clawdi clawdi.ai 103 Claude Code, Codex, OpenCode 2 1,643 tok
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 103 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 tok
Swttch/swttch plugins.jetbrains.com Claude Code GUI plugin for JetBrains IDEs. (ex - Claude Code with GUI) 103 Claude Code, Codex, OpenCode 2 9,146 tok
brilliantlabsAR/brilliant_sdk All Brilliant SDKs in one monorepo 103 Claude Code, Codex, OpenCode 4 1,822 tok
Habitat-Thinking/ai-literacy-superpowers habitat-thinking.github.io A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's comp 103 Claude Code, Codex, GitHub Copilot, OpenCode 5 15,282 tok