How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
paulieb89/pinescript-mcp pinescript-mcp.fly.dev Pine Script v6 MCP server — documentation lookup and function validation. 10 Claude Code, Codex, OpenCode 2 1,374 tok
ajantoniou/fable-design-system uploadcheck.app Bring Fable-style design taste to any AI coding agent. Free MIT design system for Claude, 10 Claude Code, Codex, OpenCode 2 3,319 tok
profplum700/etsy-mcp-server 10 Claude Code, Codex, OpenCode 2 354 tok
ImBIOS/relay Universal AI API proxy — hot-switch between any LLM provider (GitHub Copilot, OpenAI, Anth 10 Codex, OpenCode 1 1,340 tok
slok/gosimov Simple AI agent library in go (general usage but focused on infra/platform tooling automat 10 Codex, OpenCode 1 28 tok
nishantdesai/codex-history Read-only CLI for searching, inspecting, and exporting entire local Codex session history. 10 Codex, OpenCode 1 500 tok
SoftwareSavants/verun verun.dev Parallel Claude Code Agent Orchestrator for macOS 10 Claude Code, Codex, OpenCode 4 1,152 tok
Kevin-Liu-01/Sigil-UI sigil-ui-web.vercel.app Opinionated design language + token-driven React components. 31 presets, 70+ components, o 10 Codex, OpenCode 1 5,549 tok
kongsol-83/boardgame-studio An AI board game design studio for Cursor. Turn a one-line idea into BGG reference researc 10 Codex, Cursor, OpenCode 9 3,092 tok
karthikrshet/ClaudeMark Open-source, local-first AI watermark & provenance forensics platform — statistical detect 10 Claude Code, Codex 1 —
badsectorlabs/ludus-skills docs.ludus.cloud [GITLAB MIRROR] AI agent skills Ludus cyber ranges 10 Claude Code, Codex, OpenCode 3 926 tok
cinicu/opencode-dotfiles OpenCode dotfiles — 19 AI agent skills + 8 MCP servers + persistent memory (memory-keeper) 10 Codex, OpenCode 1 218 tok
lmammino/agent-review-skills Agent skills that facilitate having agents do code reviews on open PRs and the main coding 10 Codex, OpenCode 1 342 tok
Sarthib7/agentsmith sarthib7.github.io Rules, workflows, harness configuration, and skills for agentic engineering. 10 Codex, OpenCode 1 343 tok
224-Industries/webflow-skills 224industries.com.au Webflow Agent Skills by 224 Industries 10 Claude Code, Codex, OpenCode 2 914 tok
yehyakin/hermes-skills Hermes Agent Skills - A collection of skills for e-commerce livestreaming (competitor anal 10 Claude Code, Codex, OpenCode 2 287 tok
quzhi1/HistoryAgentSkills Use Agent Skills to search history source and answer questions 10 Claude Code, Codex, OpenCode 4 1,363 tok
mayor-modder/Cities2-MCP MCP and agent skills for Cities: Skylines II knowledge and mod project workflows. 10 Codex, OpenCode 1 1,169 tok
bncc-dev/bncc-pacotes bncc.dev Pacotes bncc (npm/PyPI) e servidor MCP: o dataset bncc-dados consumível em uma linha 10 Codex, OpenCode 1 1,042 tok
sjarmak/agent-workflows Superseded by coding-agent-workflows. Twenty-one experimental multi-agent workflow skills 10 Claude Code, Codex, OpenCode 2 1,005 tok
v833/q-code q-code.wq1115.com A command-line Agent framework based on the AI SDK, supporting tool calling, Plan Mode, pe 10 Codex, OpenCode 1 10,314 tok
Roxabi/roxabi-plugins Open-source Claude Code plugins by Roxabi — context engineering tools for teams using Clau 10 Claude Code, Codex, OpenCode 3 1,287 tok
yunfeizhu/TDesign-Vue-Next-Skill AI agent skill for TDesign Vue Next - comprehensive guidance for component usage, forms, t 10 Codex, OpenCode 1 938 tok
techtalk/ai-readiness-assessment techtalk.github.io A self-contained Claude Code & GitHub Copilot plugin that assesses a team's AI readiness a 10 Codex, GitHub Copilot, OpenCode 2 2,900 tok
trayio/tray-plugins Tray Headless — the full Tray platform, in your AI IDE. Official Tray.ai plugins for Claud 10 Codex, OpenCode 1 831 tok
quangdang46/uefn-verse-mcp MCP bridge for Unreal Editor for Fortnite that lets Claude Code, Cursor, and other MCP cli 10 Claude Code, Codex, OpenCode 2 595 tok
karimodm/angrMCP LLMs that break your binaries apart. MCP for angr framework. 10 Codex, OpenCode 1 1,569 tok
physics91/openrouter-mcp A Model Context Protocol (MCP) server for OpenRouter API - Access 100+ AI models through a 10 Claude Code, Codex, OpenCode 6 1,088 tok
yfe404/proxy-mcp MCP server that runs an explicit HTTP/HTTPS MITM proxy 10 Codex, OpenCode 1 135 tok
alphaplapplap/mcp-memory-service Universal Memory Service implementing MCP for AI assistants - supports Claude Code, Claude 10 Claude Code, Codex, OpenCode 2 4,757 tok
Loctree/loctree loct.io Structural code intelligence for AI agents. Scan once, query everything — dead exports, ci 10 Codex, GitHub Copilot, OpenCode 2 1,731 tok
henryiii/skills Some agent skills that are useful for coding. 10 Codex, OpenCode 1 381 tok
alexsmirnov/obsidian-second-brain-mcp 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 286 tok
kpbray/power-bi-agent-skills A comprehensive set of agent skills excellent at creating Power BI reports in PBIP format, 10 Claude Code, Codex 10 —
OrderlyNetwork/orderly-mcp 10 Codex, OpenCode 1 7,283 tok
whenpoem/aiscientist An AI-driven research workflow for generating ideas, running experiments, and writing scie 10 Claude Code, Codex, OpenCode 6 1,865 tok
twominutereports/marketing-skills Claude Marketing Skills for SEO, PPC, and ecommerce reporting, analysis, and automation vi 10 Claude Code, Codex, OpenCode 2 1,185 tok
EricSanchezok/repo-seed Seed agent-native, self-governing repos: AGENTS.md, MADR decision logs, deterministic gate 10 Claude Code, Codex, OpenCode 2 1,047 tok
hamza-ali-shahjahan/hamzaish hamzaish.com Open-source agent OS for Claude Code that puts you in Builder Mode — and keeps you there f 10 Claude Code, Codex, OpenCode 5 10,643 tok
imboard-ai/ai-dossier ai-dossier.dev An open standard for signed, versioned agent skills. Model-driven orchestration with a det 10 Claude Code, Codex, OpenCode 2 941 tok
Utolaris/Stata-CLI Stata CLI for AI agents and coding agents (Codex, Claude Code, Cursor, OpenCode). Run Stat 10 Codex, OpenCode 1 559 tok
ZachArticulateV/designer-pro-and-seo Free MIT Claude Code plugin for the web-design + SEO workflow: design systems, on-brand pa 10 Claude Code, Codex, OpenCode 2 3,848 tok
YuliaNuzhnenko/bioinformatics-agent-skills The #1 open-source collection of scientific AI Agent Skills, tool specifications, and prom 10 Claude Code, Codex, OpenCode 2 435 tok
frankxai/Starlight-Intelligence-System starlightintelligence.org One shared brain for your whole AI fleet: attested memory, orchestration, governance and e 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 9 14,794 tok
HieuAnh87/sentry-selfhosted-mcp hieuanh87.github.io MCP server for self-hosted Sentry: issues, events, releases, users, org stats, and project 10 Claude Code, Codex, OpenCode 2 826 tok
dorukardahan/twitterapi-io-mcp npmjs.com TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI a 10 Claude Code, Codex, OpenCode 2 1,138 tok
Elnora-AI/elnora-merit-aktiva Merit Aktiva accounting + Merit Palk payroll API — CLI and Claude Code plugin. Universal, 10 Codex, OpenCode 1 1,006 tok
planetabhi/figma-mcp-server registry.modelcontextprotocol.io A local Figma MCP server with full Figma REST API coverage 10 Claude Code, Codex 1 —
flyfish-dev/word-ai AGPL-licensed structure-preserving Word (DOCX) editing MCP server, Codex Skill, and Office 10 Codex, OpenCode 1 823 tok
Lexus2016/turbo_quant_memory Local-first MCP memory server for AI coding agents with compact retrieval and project/glob 10 Claude Code, Codex, OpenCode 2 1,656 tok