Content MCP Server

A command-line tool to summarize YouTube videos using AI.

Local serverstdioPython

What is the Content MCP server?

A command-line tool to summarize YouTube videos using AI. The content mcp server wraps that behind the Model Context Protocol, so an assistant can use it through 1 defined tool rather than through you.

What it actually does

Summarize YouTube videos in seconds using AI (Google Gemini or Ollama).

Its toolset

Everything the assistant can do here goes through one of these:

  • Prerequisites — The Prerequisites tool exposed by this server

Configuration

You will need one environment variable: YOUTUBE_URL. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

  • Python 3.11+ - FFmpeg (Required for audio processing): - Windows: winget install ffmpeg - Linux: sudo apt install ffmpeg - macOS: brew install ffmpeg

Adding it to your client

The server ships on PyPI as content-summarizer, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.

When to reach for it

Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Content's toolset — Prerequisites — is a fair guide to whether it matches your workflow.

This entry was verified against Content's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the content mcp server does with a few real requests.

Available tools

ToolWhat it does
PrerequisitesThe Prerequisites tool exposed by this server.

How to install the Content MCP server

{
  "mcpServers": {
    "content-summarizer-1": {
      "command": "uvx",
      "args": ["content-summarizer"],
      "env": {
        "YOUTUBE_URL": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

  • Python 3.11+ - FFmpeg (Required for audio processing): - Windows: winget install ffmpeg - Linux: sudo apt install ffmpeg - macOS: brew install ffmpeg
VariableDescriptionRequired
YOUTUBE_URLEndpoint or connection string the server talks to.Yes

Example prompts to try

  • Use Content to Prerequisites.

Frequently asked questions

It connects Content to MCP-compatible AI assistants such as Claude and Cursor, exposing 1 tool (Prerequisites) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Content directly.