How real projects configure their agents

23,196 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
Global-Slice/claude-plugin Claude Code plugin marketplace for Slice — cap table, equity, compliance, and MCP integrat 9 Claude Code, Codex, OpenCode 1 800 tok
Obsidian-Owl/specwright obsidian-owl.github.io Craft quality software with AI discipline. Spec-driven development plugin for Claude Code 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,755 tok
rasatpetabit/masterplan Brainstorm → plan → execute development workflow plugin for Claude Code 9 Claude Code, Codex, OpenCode 2 1,759 tok
getzikra/Zikra zikra.dev Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. N 9 Codex, OpenCode 1 1,106 tok
os-tack/ostk-cache ostk.ai Context-aware caching proxy for Anthropic and OpenAI — maximizes prompt-cache hit rates by 9 Codex, OpenCode 1 3,682 tok
initxy/noeta initxy.github.io The server-side runtime for AI agents. Durable & crash-safe (event-sourced), multi-worker 9 Claude Code, Codex, OpenCode 3 933 tok
rob-balfre/dryui dryui.dev 160+ components and theme controls, plus a CLI, MCP, and feedback engine to keep AI on tra 9 Claude Code, Codex, OpenCode 2 1,624 tok
like-a-freedom/rusty_apple_mail_mcp Local-first Apple Mail MCP. Dead fast. Dead simple. 9 Claude Code, Codex, OpenCode 2 6,205 tok
neozhehan/figma-edit-mcp neozhehan.github.io Read, create, and modify Figma designs programmatically via MCP, empowering AI to execute 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 690 tok
alphaparkinc/canlah-ai-skill GenPark skill: Integrate CANLAH AI's Style Genome and multi-agent business suite for marke 9 Claude Code, Codex 1
microsoft/entrabot microsoft.github.io Give a device-local AI agent its own Microsoft Entra identity. Reference implementation fo 9 Claude Code, Codex, OpenCode 8 5,950 tok
bocan/codex A wiki and document store built with React + Express. Organize markdown files in folders w 9 Claude Code, Codex, GitHub Copilot 3 2,462 tok
lim5max/poolstatis poolstatis.xyz Agent-native product analytics for coding agents 9 Claude Code, Codex, OpenCode 6 4,612 tok
mussolene/1c_hbk_bsl mussolene.github.io Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/C 9 Claude Code, Codex, OpenCode 2 903 tok
open-latch/latch Run more agents with less babysitting. latch holds every agent to your own ratified decisi 9 Codex, Cursor 9
Open-Agent-Tools/open-stocks-mcp MCP Server for stock market data - Robinhood, Schwab APIs with multi-broker support 9 Claude Code, Codex, OpenCode 2 4,707 tok
HumanBean17/jrag A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to 9 Claude Code, Codex, OpenCode 16 950 tok
leter/claude-code-in-action Official Claude Code in Action course in Chinese / Chinese-localized Claude Code course 9 Codex, OpenCode 1 757 tok
tohsaka888/trading-mcp MCP service designed for stock quantitative agents 9 Claude Code, Codex 2
redscaresu/goldfinger SRE toolkit for managing repos in github at scale 9 Claude Code, Codex, OpenCode 2 1,715 tok
starloghq/index starlog.dev Vet a package before your AI coding agent uses it — authoritative facts (CVEs, license, ma 9 Codex, GitHub Copilot, OpenCode 2 172 tok
Juwon1405/agentic-dart findevil.devpost.com Agentic-DART — autonomous detection & response agent. Architecture-first, not prompt-first 9 Claude Code, Codex, OpenCode 2 2,541 tok
rexleimo/LoopForge os.rexai.top Open-source Agent OS in Rust for long-running autonomous workflows: memory, tool sandboxin 9 Codex, OpenCode 1 453 tok
anthillnet/sinain-hud Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf 9 Claude Code, Codex, OpenCode 3 4,654 tok
calque-ai/go-calque calque.ai A composable multi-agent AI framework for Go that makes it easy to build production-ready 9 Codex, OpenCode 1 876 tok
jonaylor89/freqmoda blog.jonaylor.com audio editing server and playground 9 Claude Code, Codex, OpenCode 2 296 tok
kevyder/banrepco_mcp Bank of the Republic of Colombia MCP Server 9 Claude Code, Codex, OpenCode 11 840 tok
hottweelz/writing-template-for-ai Write a book from first idea to a finished EPUB/PDF with AI — one cross-tool system for Cl 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,173 tok
beixiyo/ai-sync Migrate Commands, Skills, and MCP across Cursor, Claude Code, OpenCode, Codex, and other A 9 Claude Code, Codex, OpenCode 2 2,582 tok
narenkatakam/ux-audit narenkatakam.github.io Give your AI coding assistant a design eye. 12 principles, 13 reference docs, 7 component 9 Claude Code, Codex, OpenCode 2 552 tok
FindMalek/dukkani dukkani.co Create your online shop in minutes — no code, no stress. 9 Claude Code, Codex, Cursor, Windsurf 41 11,808 tok
sitemd-cc/sitemd sitemd.cc Websites from Markdown. Built for AI coding agents. 9 Claude Code, Codex 1
dizzlkheinz/ynab-mcpb MCP server for YNAB. Reconcile bank statements, itemize receipts, manage transactions — 9 Claude Code, Codex, OpenCode 2 6,901 tok
rgranet/project-coding-companion-skill A Claude Skill that coaches you to write better coding prompts before implementing — evalu 9 Codex, Cursor, OpenCode 2 2,849 tok
Costumary/gsap-choreography spanthi.com AI coding instructions for scripted GSAP product demo animations — cursor choreography, ti 9 Codex, GitHub Copilot, OpenCode 2 1,274 tok
DanielGouveiah/glasses daniskills.vercel.app Put your glasses on. Evidence-first planning and bounded implementation diagnosis for AI c 9 Claude Code, Codex, OpenCode 2 73 tok
tago-io/mcp-server tago.io @tago-io/mcp-server | Model Context Protocol integration for TagoIO Platform 9 Claude Code, Codex, OpenCode 2 3,456 tok
walkindude/cli-bridge Turn any CLI into an MCP tool that agents actually use. 9 Claude Code, Codex, OpenCode 2 1,488 tok
aiperceivable/apflow aipartnerup.com **AI-Perceivable Distributed Orchestration** apflow is a distributed task orchestration e 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,661 tok
xmartlabs/vytalLink vytallink.xmartlabs.com VytalLink is a digital health platform connecting personal health data—including Apple Hea 9 Claude Code, Codex, OpenCode 3 2,289 tok
dgenio/contextweaver Budget-aware context compilation and context firewall for tool-heavy AI agents. 9 Claude Code, Codex, GitHub Copilot, OpenCode 10 20,621 tok
thedoublejay/gather-step gatherstep.dev A local-first code graph for AI coding assistants working across multiple repositories. 9 Codex, OpenCode 1 905 tok
creatornader/atrib atrib.dev Verifiable agent actions. Every action becomes signed context for the next. Ed25519 signat 9 Claude Code, Codex, OpenCode 4 20,202 tok
asya-ai/asya-chat-ui Better, open-source, LLM wrapper (user management, text processing, file processing, image 9 Codex, OpenCode 1 565 tok
bhargavamin/contexer contexer.ai Contexer keeps the important engineering decisions behind your software current and availa 9 Claude Code, Codex, OpenCode 2 13,522 tok
strato-space/media-gen-mcp Media Gen MCP — Strict TypeScript MCP server for OpenAI gpt-image-1 and sora-2: generate, 9 Codex, OpenCode 1 3,044 tok
paulieb89/pinescript-mcp pinescript-mcp.fly.dev Pine Script v6 MCP server — documentation lookup and function validation. 9 Claude Code, Codex, OpenCode 2 1,374 tok
dmitryprg-ai/cursor-develop-autorules 9 Claude Code, Codex, Cursor, OpenCode 28 2,082 tok
KumaBase/agent-base 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 3,029 tok
SarutobiSasuke8/agentops-template Governed, repo-native AgentOps template for AI-assisted software projects, with cross-agen 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 4,013 tok