How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
patforna/auto-task An opinionated agentic workflow to turn well-defined units of work into shippable code wit 11 Claude Code 1 444 tok
retospect/precis-mcp pypi.org Untiring, token-efficient research collaborator: reads papers and patents, cites the parag 11 Claude Code, Codex, OpenCode 53 6,586 tok
divikwu/figcraft AI-driven Figma plugin that follows design specs. MCP bridge between IDE and Figma. 11 Claude Code, Codex, OpenCode 3 9,627 tok
yanlingLabs/video-extract-mcp Local-first MCP server for video: download any video from almost any URL, or get a transcr 11 Claude Code 1 5,443 tok
thehesiod/costco-mcp MCP server for Costco warehouse receipts and online orders (multi-account, Azure AD B2C au 11 Claude Code 1 2,043 tok
RikaiDev/yomi rikaidev.github.io Personal LINE MCP server for Claude and local AI agents. Read, reply, send images, and sea 11 Claude Code 2 —
chav0/UnityFigmaMCP Build Unity UI prefabs from Figma designs using AI agents via Model Context Protocol 11 Claude Code 6 —
MeltFlexDevs/skills meltflexai.com AI interior design skills for AI agents — MeltFlex 11 Claude Code 1 619 tok
robconery/kolea Kōlea — self-hosted broadcasts, drip sequences, and transactional email in one Cloudflare 11 Claude Code 28 1,838 tok
Aitherium/awdk aitherium.github.io Build AI agent fleets. 3 lines, any backend, local or cloud. Effort-based model routing, 4 11 Claude Code, Codex, OpenCode 2 876 tok
lolifamily/ashare-mcp 11 Claude Code 2 286 tok
IndelibleVivi/mcp-app-production-fieldlab indeliblevivi.github.io Historical standalone MCP App Production Field Lab; continued development lives in MCP Bou 11 Codex, OpenCode 1 1,365 tok
graysonchalmers/Tool-MaterialMaker-MCP MCP server for authoring and rendering Material Maker PBR materials from natural language 11 Claude Code 1 1,350 tok
on1659/memradar memradar.vercel.app Stories told by your AI conversations — Fun retrospective viewer for AI coding assistant c 11 Claude Code 8 786 tok
juhaku/aiwaku.nvim Bring your CLI AI tool into Neovim as a persistent sidebar panel 11 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,534 tok
jaybocc2/dotfiles my config files for various things. 11 Gemini CLI 1 732 tok
benjisho/windows-mtr Windows‑native clone of Linux mtr! It's a cross‑platform Rust CLI that delivers ICMP/TCP/U 11 Codex, GitHub Copilot, OpenCode 4 1,281 tok
galarzafrancisco/ai-monorepo All AI stuff 11 Claude Code, Codex, OpenCode 19 1,972 tok
motorway-sandbox/product-os 11 Claude Code 45 3,127 tok
kaltinril/Kernsmith Cross-platform .NET library + CLI tool for generating bitmap fonts for games from TTF/OTF/ 11 Claude Code 23 2,227 tok
hTuneSys/hexaFn hexafn.com A programmable event-driven function pipeline built on the 6F Lifecycle Flow – Feed → Filt 11 GitHub Copilot 1 2,380 tok
CatLabInteractive/catlab-drinks Simple cash register app with support for NFC topup cards. 11 Claude Code, GitHub Copilot 2 7,584 tok
SUSE/release-notes SUSE release notes 11 Codex, Gemini CLI, OpenCode 2 4,028 tok
statecrafting/spec-spine statecraft.ing A typed, hash-verifiable ledger of who-owns-what, sitting underneath a codebase so that ma 11 Claude Code, Codex, OpenCode 19 11,050 tok
mjmorales/vscode-generic-lsp-proxy A flexible LSP proxy that dynamically forwards to any Language Server Protocol server 11 Claude Code 2 —
banshee-data/velocity.report velocity.report citizen radar for slow streets 🛜 tracking velocity, not identity 11 Claude Code, Codex, GitHub Copilot, OpenCode 38 6,731 tok
asynkron/Asynkron.JsEngine 11 Claude Code, Codex, OpenCode 21 3,025 tok
MikahNiehaus/ClaudeBoost 11 Claude Code 39 620 tok
dazzaji/interlateral_agents Dazza's agent comms, collaboration, and other design patterns 11 Claude Code, Codex, Gemini CLI, OpenCode 31 1,458 tok
baddonkey/exif-turbo 11 Claude Code, GitHub Copilot 9 1,890 tok
hamc/blastproof npmjs.com AI testing agent for pull requests: maps the blast radius of a diff, runs only the tests t 11 Claude Code, Codex, OpenCode 2 6,695 tok
openworkload/swm-core Sky Port makes it easy to run user workload in cloud 11 Codex, OpenCode 1 1,422 tok
nehemiaharchives/lucene-kmp Kotlin Multiplatform port of Apache Lucene Full Text Search Library works on iOS & Android 11 Claude Code, Codex, OpenCode 4 4,694 tok
elpulsocivico/pulso-civico Plataforma ciudadana y abierta de transparencia política en México. Monitoreo del Congreso 11 Codex, Gemini CLI, OpenCode 2 1,710 tok
NoaCG/NoaCG-Studio noacg.studio Web app for creating, editing, previewing, and exporting HTML broadcast graphics (lower th 11 Claude Code, Codex, OpenCode 56 782 tok
CandleViewer/CandleViewer A modern, high-performance, open-source TradingView alternative 11 Claude Code, Codex, OpenCode 17 19,819 tok
hoangsonww/Diffuse-Native-Apps hoangsonww.github.io 📸 A local-first device-history product built as five genuinely native apps -- macOS, iOS, 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 32 1,738 tok
Rheinmir/setup 11 Claude Code 8 38 tok
Azure/setup-azd This GitHub Action allows you to provision resources and deploy your application on Azure 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,077 tok
InterCooperative-Network/icn intercooperative.network A substrate daemon for the cooperative internet. Constraint engine where apps translate go 10 Claude Code, Codex, GitHub Copilot, OpenCode 81 4,274 tok
spotify/confidence-ai-plugins 10 Claude Code, Codex, Gemini CLI, OpenCode 3 2,757 tok
endorlabs/ai-plugins endorlabs.com Endor Labs Agent Kit plugins for Claude Code, Codex, Gemini CLI, Antigravity CLI, Cursor, 10 Gemini CLI 1 390 tok
VolcanoEngineering/Bamboo bamboo.nyc Your Multi-Agent Orchestrator for AI Governance in AI-assisted repos, and projects. 🏗️🧱 10 Claude Code 1 2,842 tok
theYahia/hh-mcp npmjs.com MCP server for HeadHunter — vacancy search, resumes, salary stats (Russia) 10 Claude Code 1 —
forztf/open-skilled-sdd Enhancing AI coding assistants through open Spec-driven development (Spec-driven developme 10 Claude Code, Codex, OpenCode 2 2,563 tok
C-Jeril/framer-motion-skills kuakua.app AI skills for [Framer Motion](https://www.framer.com/motion/) (React animation library). T 10 Codex, GitHub Copilot, OpenCode 4 1,027 tok
rlacombe/switchback-running switchback.run Ultrarunning training companion agent powered by Intervals.icu. 10 Claude Code, Codex, Gemini CLI, OpenCode 5 5,009 tok
ryu-tada/agent-operating-protocol Fable 5-style AGENTS.md and CLAUDE.md templates for high-agency coding assistants. 10 Claude Code, Codex, OpenCode 2 3,192 tok
jandroav/claude-mcp-switch npmjs.com Simple CLI tool that lets you quickly enable/disable MCP servers in Claude Code without ma 10 Claude Code 1 1,264 tok
alexastrum/skl A lightweight, single-binary Agent Skills CLI manager written in Go 10 Codex, OpenCode 1 2,553 tok