How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
hodgesmr/temporal-awareness A Claude Code Agent Skill for temporal awareness via the date command 10 Claude Code, Codex, OpenCode 2 453 tok
catoncat/xsearch One-shot structured search CLI and Agent Skill for OpenAI-compatible Grok model endpoints 10 Codex, OpenCode 1 270 tok
spreedly/spreedly-mcp A Model Context Protocol (MCP) server that provides AI assistants with direct access to th 10 Codex, OpenCode 1 2,225 tok
agentcathq/agentcat-go-sdk AgentCat is an analytics platform for MCP server owners 🐱 10 Claude Code, Codex, OpenCode 2 4,094 tok
hypen-code/mcp-code-execution MCE (MCP Code Execution) is a production-grade MCP server that transforms Swagger/OpenAPI 10 Codex, OpenCode 1 6,710 tok
missdeer/gemini-mcp-rs Gemini-MCP-rs is an MCP server that encapsulates Google's Gemini CLI tool into a standard 10 Claude Code, Codex, Gemini CLI, OpenCode 3 7,315 tok
xiaolai/eou-foundry Recursive governance for Executable Operating Units (EOUs). Faceted classification, genera 10 Codex, Gemini CLI, OpenCode 2 1,781 tok
gwas-catalog/mcp ebi.ac.uk GWAS Catalog Model Context Protocol server, supporting natural language queries of associa 10 Codex, OpenCode 1 366 tok
Aeven-AI/mcp-nanobanana mcp for nano banana using openrouter.ai 10 Codex, Gemini CLI, OpenCode 2 2,076 tok
JRS1986/CodingScaffold A lightweight scaffold for safer, more structured agentic coding — helping developers give 10 Codex, OpenCode 1 868 tok
ribeirogab/zeno-agent zeno-agent.dev Self-hosted personal agent. 10 Claude Code, Codex, OpenCode 12 1,505 tok
martinemde/dotfiles ✨ AI-first dotfiles with chezmoi 10 Claude Code, Codex, OpenCode 6 928 tok
Alberto-Codes/docvet alberto-codes.github.io Comprehensive docstring quality vetting for Python projects 10 Claude Code, Codex, GitHub Copilot, OpenCode 65 3,803 tok
thalesholleben/ccx Local agent fleet for Claude Code and Codex: isolated account profiles, weighted quotas, p 10 Claude Code, Codex, OpenCode 2 788 tok
eloylp/agents A self-hosted, observable orchestrator for multi-agent workflows on your repos. Compose fr 10 Claude Code, Codex, OpenCode 2 11,075 tok
rynald0cst0ltziam/Warden-AI warden-io.vercel.app The structurally-verified context layer for AI coding agents. Cut 50-90% of your agent's t 10 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 19,093 tok
jiatastic/open-python-skills git.new AI skill sets that provides intelligence for building solid Python backends across multipl 10 Codex, OpenCode 1 348 tok
GrimLink/dotfiles 🔧 My DEV env setup 10 Claude Code, Codex, OpenCode 2 179 tok
inflowpayai/inflow-cli inflowcli.ai A wallet for your agents to onboard and pay. Agentic MPP / x402 payments from your machine 10 Codex, OpenCode 1 3,854 tok
nuyoah-ai-works/open-nuyoah-skill Public, reusable Agent Skills: create exclusive white soft-block characters and generate a 10 Codex, OpenCode 1 536 tok
AlexanderAbramovPav/youtube-advisor Build an AI advisor SKILL from any YouTube channel — transcripts, BM25 + semantic RAG, ver 10 Codex, OpenCode 1 409 tok
b3sty191/b3sty-skill b3sty RedM/FiveM Lua Codex skill 10 Codex, OpenCode 1 391 tok
deepsteve/deepsteve deepsteve.com A UI around your Claude Code and Codex terminals that your agents build, so the only model 10 Claude Code, Codex, OpenCode 4 8,291 tok
lyr1cs/rein Multi-source cross-validated memory MCP server for AI agents (Rust, jieba CJK, local-first 10 Codex, OpenCode 1 18,173 tok
caezium/nib nib.henryzh.dev Turn any idea or article into hand-drawn editorial illustrations starring your own charact 10 Claude Code, Codex, OpenCode 2 176 tok
wcgomes/agents-workspace Agents Workspace provides portable skills and a boot policy that guide your assistant to c 10 Codex, OpenCode 1 164 tok
dinosn/security-knowledge-base Local-first, evidence-led security knowledge base with a model-neutral JSON CLI, immutable 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,401 tok
Heiberg-Industries/designbrief tools.heiberg.co Design guardrails, not templates. A library of UI design direction files that give LLMs (a 10 Codex, OpenCode 1 227 tok
yultyyev/better-auth-firestore npmjs.com Firestore adapter for Better Auth 10 Claude Code, Codex, OpenCode 2 2,972 tok
bitflight-devops/mcp-json-yaml-toml A structured data reader and writer like 'jq' and 'yq' for AI Agents 10 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,550 tok
Obsidian-Owl/specwright obsidian-owl.github.io Craft quality software with AI discipline. Spec-driven development plugin for Claude Code 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,755 tok
rasatpetabit/masterplan Brainstorm → plan → execute development workflow plugin for Claude Code 10 Claude Code, Codex, OpenCode 2 1,835 tok
Aznatkoiny/zAI-Skills Claude Code plugin marketplace — AI/ML toolkit, consulting frameworks, and real estate inv 10 Claude Code, Codex, OpenCode 2 1,171 tok
zander-zyx/claude-mini-hud zdking.com A lighter alternative to claude-hud's core features, limited to 7 lines. Built-in usage qu 10 Claude Code, Codex, OpenCode 2 2,695 tok
os-tack/ostk-cache ostk.ai Context-aware caching proxy for Anthropic and OpenAI — maximizes prompt-cache hit rates by 10 Codex, OpenCode 1 3,682 tok
initxy/noeta initxy.github.io Open-source, Claude Code–compatible coding agent. Crash-proof tasks, zero-cost waits for a 10 Codex, OpenCode 1 2,112 tok
freibergergarcia/phone-a-friend CLI relay for AI coding agents. Connect Claude Code, Codex, Gemini, Antigravity, OpenCode, 10 Claude Code, Codex, OpenCode 2 19,867 tok
like-a-freedom/rusty_apple_mail_mcp Local-first Apple Mail MCP. Dead fast. Dead simple. 10 Claude Code, Codex, OpenCode 2 6,205 tok
ZeroMadLife/sage-agent A local-first Personal AI Learning Companion that connects goals, personal knowledge, real 10 Codex, OpenCode 1 1,056 tok
canoo/agent-nexus nexus.codelogiic.com Multi-model agentic orchestration framework — route tasks to cloud or local LLMs, manage p 10 Codex, OpenCode 1 90 tok
linxule/mineru-mcp 10 Claude Code, Codex, OpenCode 3 2,597 tok
DanielGouveiah/glasses daniskills.vercel.app Put your glasses on. Evidence-first planning and bounded implementation diagnosis for AI c 10 Claude Code, Codex, OpenCode 2 73 tok
walkindude/cli-bridge Turn any CLI into an MCP tool that agents actually use. 10 Claude Code, Codex, OpenCode 2 1,488 tok
xmartlabs/vytalLink vytallink.xmartlabs.com VytalLink is a digital health platform connecting personal health data—including Apple Hea 10 Claude Code, Codex, OpenCode 3 2,289 tok
aksika/abtars aksika.github.io abTARS is a personal agent built around Pi harness: persistent memory with abmind, messagi 10 Codex, OpenCode 1 1,395 tok
kevinkaylie/AgentNexus Decentralized communication infrastructure for AI Agents — DID identity, federated discove 10 Claude Code, Codex, OpenCode 4 6,124 tok
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