Summarizer
FreeNot checkedProvides intelligent summarization capabilities for various types of content.
About
Provides intelligent summarization capabilities for various types of content.
README
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 installBuild the project:
pnpm run buildStart 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.
Installing Summarizer
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/0xshellming/mcp-summarizerFAQ
Is Summarizer MCP free?
Yes, Summarizer MCP is free — one-click install via Unyly at no cost.
Does Summarizer need an API key?
No, Summarizer runs without API keys or environment variables.
Is Summarizer hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Summarizer in Claude Desktop, Claude Code or Cursor?
Open Summarizer on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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