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
AkifumiSato/akfm-nextjs-rules-demo 11 Claude Code 1 1,849 tok
KNI-PM-Szczecin/plan_pm 11 Claude Code, Gemini CLI 2 12,655 tok
contract-hero/sui-pilot contracthero.dev Claude Code plugin for full Sui Stack developement 11 Claude Code 1 632 tok
ugolbck/seofordev seofor.dev A CLI-first SEO tool to audit your localhost and rank from day 1. 11 Claude Code 1 537 tok
slowww-ai/second-brain 11 Claude Code 10 2,176 tok
ModelContextProtocol-Security/audit-db Community-maintained database of MCP server audit results and security assessments. Contai 11 Claude Code 1 1,139 tok
AlanOgic/odoo-mcp-19 MCP Server for Odoo 19+ with v2 JSON-2 API Support 11 Claude Code 1 10,091 tok
ilyaev/mcp-chat-ui MCP Server with Chat UI 11 GitHub Copilot 1 1,131 tok
Am1n3e/unmcp Skip MCP. Enjoy CLI. Use MCP server tools directly from your terminal. 11 Codex, OpenCode 1 613 tok
cuspymd/mcp-server-mod modrinth.com A Fabric mod that implements a Model Context Protocol (MCP) server, enabling AI assistants 11 Claude Code 1 1,265 tok
victorlpgazolli/barbatos barbatos.victorlpgazolli.dev Frida API and MCP Server for AI Agents & Android Debuggers 11 Claude Code, Gemini CLI 2 1,670 tok
dmquant/institute-one Single-node AI research institute: one Python process, one SQLite file, one Obsidian vault 11 Claude Code, Codex, OpenCode 2 3,078 tok
CaullenOmdahl/Tailwind-Svelte-Assistant MCP server providing SvelteKit + Tailwind CSS documentation, Catalyst UI kit, security har 11 Claude Code 1 1,899 tok
rahulsethi/SAPDatasphereMCP MCP Server for SAP Datasphere 11 Claude Code 8 1,440 tok
janbam/self-mcp Metacognitive self-prompting MCP server for Claude 11 Claude Code 1 1,865 tok
provectus/awos-recruitment MCP server and CLI for discovering and installing AI coding assistant capabilities — skill 11 Claude Code 11 —
scadam/ess-mcp Employee Self Service MCP Servers and Apps 11 GitHub Copilot 1 9,013 tok
zzzlxhhh/obsidian-paper-curator obsidian-paper-curator is an LLM-powered paper reading and knowledge base management tool 11 Claude Code, Codex, OpenCode 4 1,304 tok
skyfox675/agents-skills A collection of agent configurations across AI services 11 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,197 tok
tc9011/skills-manager A CLI companion to vercel-labs/skills — push your ~/.agents/ directory to a remote repo, p 11 Codex, OpenCode 1 1,956 tok
pamelafox/comedy-roast-skill A Copilot CLI agent skill that roasts you based on your week's activity across GitHub, X/T 11 Claude Code, Codex 1 —
devsuperior/ia-java-spring-2026 devsuperior.com.br Projeto-base Java/Spring Boot para demonstrar fluxo agêntico com GitHub Copilot: MCP, cust 11 Claude Code 4 —
trebormc/drupal-ai-agents AI agents, rules, and skills for Drupal projects 11 Claude Code 3 3,402 tok
Abdullah4AI/apple-developer-toolkit Apple Developer Documentation CLI skill for AI agents. Search docs, frameworks, APIs, WWDC 11 Codex, OpenCode 1 728 tok
lexfrei/ccc Claude Code Companions — external marketplace for Claude Code plugins: agents, skills, and 11 Claude Code 1 982 tok
kc0506/ntucool NTU COOL CLI + MCP server (Rust). Canvas LMS-based study tool surface for AI agents and hu 11 Claude Code 2 —
iclinic/afyapowers-plugin-dev A deterministic, phase-gated development workflow plugin for Claude Code. Forked from supe 11 Claude Code 2 1,032 tok
divingsbysangam/salesforce-compound-engineering-plugin Salesforce-aware compound engineering plugin for Claude Code, Cursor, Codex and other AI c 11 Claude Code 1 2,280 tok
jasonstrimpel/lead-genius-plugin AI-powered lead generation plugin for Claude Code and Claude Cowork 11 Claude Code 1 1,330 tok
creator-hian/claude-code-plugins 11 Claude Code 1 964 tok
zeta92/design-library-plugin Global Claude Code plugin — 58 brand design systems (Stripe, Linear, Vercel, etc.) always 11 Claude Code 1 1,503 tok
jgsteeler/churnflow-mcp An ADHD-friendly productivity system powered by AI agents and MCP 11 GitHub Copilot 1 2,228 tok
QuangThai/vision-bridge-mcp 11 Codex, OpenCode 1 818 tok
sfiorini/youtube-mcp MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analy 11 Claude Code, Gemini CLI 2 4,981 tok
rsp2k/mcp-pdf pypi.org 🔒 Secure FastMCP server for comprehensive PDF processing - text extraction, OCR, table ex 11 Claude Code 1 4,154 tok
antdv-next/skills Antdv Next Vue 3 component library skills. 11 Codex, OpenCode 1 609 tok
godstale/ollama-mcp-tutorials 11 Claude Code 1 1,494 tok
premex-ab/phone-mcp 11 Claude Code, GitHub Copilot 2 5,546 tok
svhov/1c-litecode-mcp MCP server for searching the metadata and code configuration graph of 1C. Office-machine v 11 Claude Code 1 403 tok
arkangelai/second-brain second-brain-web-ashen.vercel.app Local-first, AI-native knowledge management system. Markdown + QMD hybrid search + Obsidia 11 Codex, OpenCode 1 170 tok
KittyCAD/mcp An MCP server housing various Zoo built utilities 11 Claude Code, Codex, OpenCode 2 2,123 tok
Mark-Life/telegram-claude-codex andrey-markin.com Telegram bot that runs Claude Code or OpenAI Codex on your VPS and streams responses back 11 Claude Code, Codex, OpenCode 4 4,142 tok
dork-labs/dorkos dorkos.ai You, multiplied. One place for every AI agent you run: Claude Code, Codex, and OpenCode si 11 Claude Code, Codex, OpenCode 6 11,791 tok
maxschottke-spec/seo-survival-kit Recovery Operating System for ecommerce/D2C. Eighteen Claude Code skills for Core-Update r 11 Claude Code 1 3,333 tok
geledek/enterprise-ai-transformation-skills Agent skills for navigating AI transformations in enterprises. 11 Claude Code 1 721 tok
workingclass-ai/workingclass AI tools on the side of workers. Multilingual agent skill (Claude Code · Codex · Cursor) c 11 Codex, OpenCode 1 421 tok
nylas/skills developer.nylas.com Agent Skills for building with the Nylas platform — email, calendar, contacts. Works with 11 Claude Code, Codex, OpenCode 2 870 tok
xyiqq/skilldoctor Quality gate for Agent Skills: lint, security audit, and Claude/Cursor/Codex/OpenCode comp 11 Codex, OpenCode 1 406 tok
sangmin7648/tacit tacit is a Free, On-Device/Local macOS app that listens as you talk and turns it into note 11 Claude Code 1 1,513 tok
agentic-lineage/lineage agenticlineage.vercel.app Package and share AI agent workflows, skills, agents, and policies across Claude Code, Cod 11 Claude Code, Codex, OpenCode 5 742 tok