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unisone

YouTube Knowledge Base

by unisone

YouTube Knowledge Base

Search educational YouTube content directly from Claude Code. Access insights from top creators on marketing, engineering, growth, strategy, and more.

Overview

YouTube KB is a public, open-source MCP (Model Context Protocol) server that provides semantic search across thousands of indexed YouTube educational videos. It's designed to work seamlessly with Claude Code through a lightweight plugin.

Architecture

┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │ Supabase │◄───►│ Vercel │◄───►│ Claude Code │ │ (pgvector) │ │ (MCP Server) │ │ (Plugin) │ └─────────────────┘ └─────────────────┘ └─────────────────┘

Packages

  • packages/server - MCP server (TypeScript, deployed to Vercel)

  • packages/plugin - Claude Code plugin for easy installation

Available Domains

Domain

Topics

growth

Marketing, acquisition, retention

strategy

Business models, pricing, positioning

engineering

Architecture, patterns, best practices

product

PM skills, roadmaps, prioritization

startup

Fundraising, founder advice

sales

Sales techniques, closing, pipelines

design

UI/UX, visual design

ai-tools

AI products, prompting

ai-builder

Building with AI, LLMs

Quick Start

For Users

# Install the Claude Code plugin claude plugin install youtube-kb

For Developers

# Clone the repository git clone https://github.com/unisone/youtube-kb.git cd youtube-kb # Install dependencies pnpm install # Set up environment variables cp .env.example .env.local # Edit .env.local with your credentials # Run locally pnpm dev

Documentation

Tech Stack

  • Database: Supabase (PostgreSQL + pgvector)

  • Server: Vercel (Edge Functions)

  • Embeddings: OpenAI text-embedding-3-small

  • Protocol: MCP with StreamableHTTP transport

  • Language: TypeScript

Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

License

MIT License - see LICENSE for details.

Author

Alex Zaytsev (@unisone)

-
security - not tested
A
license - permissive license
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quality - not tested

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/unisone/youtube-kb'

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