Official description10 sourcesMCP servers8d ago

0xshellming/mcp-summarizer

☁️ - Summarize plain text, web pages, PDF documents, EPUB books and HTML content

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Config template (adjust for your client)

claude mcp add mcp-summarizer -- npx -y mcp-summarizer

A pasteable skeleton generated from the repository name. Check the project README for the exact package and arguments.

Star count: 167 ★ · 0xshellming/mcp-summarizer · read from the repository page · (checked 2026-10-16 20:00:20)
Source: collected from the punkpeye/awesome-mcp-servers list · type: MCP server
Harvest history: first seen 2026-10-09 · last seen 2026-10-16 · seen 32× · listed by 10 sources
Score: score 1,003 · 167 ★ · 10 sources · mcp

FAQ (answers come from our records)

How do I install it?

We did not find an install command for this repository (our install coverage is only about 4%). Check its README or releases page.

Who is it for?

We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.

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repository 0xshellming/mcp-summarizer；first catalogued 2026-10-09；last seen 2026-10-16。There is no official certification or quality rating here — we record sources and dates only.

Third-party quality signals

MCP Content Summarizer Server

以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 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
1. Clone this repository
2. Install dependencies:
3. Build the project:
4. Start the server:
Development
- Use pnpm run dev to start the TypeScript compiler in watch mode
- Modify src/index.ts to 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:
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 summary
- style (string, optional): Summary style ("concise", "detailed", "bullet-points")
Example usage:
greeting
A dynamic resource that demonstrates basic MCP resource functionality:
- URI format: greeting://{name}