MCP Summarizer MCP Server

Mcp summarizer mcp server lets Claude, Cursor and other MCP clients work with MCP Summarizer directly. A MCP server for summarizing text.

What MCP Summarizer does

A Model Context Protocol (MCP) server that provides intelligent summarization capabilities for various types of content using Google's Gemini 1.5 Pro model. This server can help you generate concise summaries while maintaining key information from different content formats.

Key capabilities

• Universal content summarization using Google's Gemini 1.5 Pro model
• Support for multiple content types:
• PDF documents
• Customizable summary length
• Multi-language support
• Smart context preservation
• Dynamic greeting resource for testing

Tools it exposes

Once connected, the assistant can call these 2 tools directly:

• summarize — Summarizes content from various sources using the following parameters: - content (string | object): The input content to summarize. Can be: - Text string -
• greeting — A dynamic resource that demonstrates basic MCP resource functionality: - URI format: greeting://{name} - Returns a greeting message with the provided name

Installing the mcp summarizer mcp server

Setup follows the standard MCP pattern: clone or install the server, then register it in your client's configuration file and restart the client. The configuration snippets on this page cover Claude Desktop, Claude Code and Cursor.

Where it fits

Developer-tool servers are usually the first ones people connect, because they turn "help me with this code" into an assistant that can actually read the repo and act on it. MCP Summarizer sits in that group, and the shape of its toolset — summarize, greeting — tells you what it is really for. Worth comparing against the other developer tools servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.

Practical notes

• This server runs locally, so it operates with whatever access your machine and its credentials already have. Scope that deliberately rather than by default.
• Maintained by 0xshellming, written in TypeScript.
• MCP clients ask for confirmation before each tool call by default. Keep that on while you learn what the mcp summarizer mcp server actually does with your data.
• Every entry in this directory is reviewed by hand before it goes live, and details are checked against the project's own documentation.