MCP Content Summarizer Server
An MCP server that uses Google's Gemini 1.5 Pro to generate concise summaries of various content types.
MCP Content Summarizer Server
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.
Powered by 3MinTop
The summarization service is powered by 3MinTop, an AI-powered reading tool that helps you understand a chapter's content in just three minutes. 3MinTop transforms complex content into clear summaries, making learning efficient and helping build lasting reading habits.
Features
- Universal content summarization using Google's Gemini 1.5 Pro model
- Support for multiple content types:
- Plain text
- Web pages
- PDF documents
- EPUB books
- HTML content
- Customizable summary length
- Multi-language support
- Smart context preservation
- Dynamic greeting resource for testing
Getting Started
-
Clone this repository
-
Install dependencies:
pnpm install -
Build the project:
pnpm run build -
Start the server:
pnpm start
Development
- Use
pnpm run devto start the TypeScript compiler in watch mode - Modify
src/index.tsto customize server behavior or add new tools
Usage with Desktop App
To integrate this server with a desktop app, add the following to your app's server configuration:
{
"mcpServers": {
"content-summarizer": {
"command": "node",
"args": [
"{ABSOLUTE PATH TO FILE HERE}/dist/index.js"
]
}
}
}
Available Tools
summarize
Summarizes content from various sources using the following parameters:
content(string | object): The input content to summarize. Can be:- Text string
- URL for web pages
- Base64 encoded PDF
- EPUB file content
type(string): Content type ("text", "url", "pdf", "epub")maxLength(number, optional): Maximum length of the summary in characters (default: 200)language(string, optional): Target language for the summary (default: "en")focus(string, optional): Specific aspect to focus on in the summarystyle(string, optional): Summary style ("concise", "detailed", "bullet-points")
Example usage:
// Summarize a webpage
const result = await server.invoke("summarize", {
content: "https://example.com/article",
type: "url",
maxLength: 300,
style: "bullet-points"
});
// Summarize a PDF document
const result = await server.invoke("summarize", {
content: pdfBase64Content,
type: "pdf",
language: "zh",
style: "detailed"
});
greeting
A dynamic resource that demonstrates basic MCP resource functionality:
- URI format:
greeting://{name} - Returns a greeting message with the provided name
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
This project is licensed under the MIT License - see the LICENSE file for details.
관련 서버
Kone.vc
스폰서Monetize your AI agent with contextual product recommendations
TranscriptionTools
An MCP server for intelligent transcript processing, including formatting, repair, and summarization.
Strateegia
Integrates with the Strateegia API, allowing AI assistants to access and interact with Strateegia projects.
prototype assistant
The MCP tool that allows AI to directly create prototypes based on HTML enables rapid construction of software prototypes even without Figma or Axure.
Itemit
A simple notes system for Itemit, built with TypeScript.
moviepy-mcp
a moviepy mcp server currently with over 20 video and audio editing tools.
site-audit-mcp
PageSpeed, WHOIS, DNS, SSL checks, and site health analysis for AI agents. 6 tools, free, no API key.
MemoryPlugin
Give your AI the ability to remember key facts and everything you've ever discussed
Squad AI
Product‑discovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCP‑aware LLM.
CData Zoho Projects Server
A read-only MCP server to query live Zoho Projects data using the CData JDBC driver.
Brivvy MCP
Connects AI assistants to your Brivvy workspace so they can use your brand voices, templates, and glossary for on-brand content—hosted at mcp.brivvy.io.
