mcp-summarizerThis server lets AI assistants read long articles, websites, and files, then return shortened versions. You set the target length, language, and layout. The tool pulls out the main points and hands ba

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

The MCP Content Summarizer Server is a Model Context Protocol (MCP) server that provides intelligent summarization capabilities for various types of content using Google's Gemini 1.5 Pro model. It can help generate concise summaries while maintaining key information from different content formats, including plain text, web pages, PDF documents, EPUB books, and HTML content. The server allows for customizable summary length, multi-language support, and smart context preservation. It's powered by 3MinTop, an AI-powered reading tool that transforms complex content into clear summaries.

Key features

Universal content summarization
Support for multiple content types
Customizable summary length
Multi-language support
Smart context preservation

Pricing

Model: Free
Category: MCP Servers
Rating: No reviews yet

Use cases

Academic Research

Researchers can use the MCP Content Summarizer Server to quickly summarize long academic papers and articles, helping them to efficiently review and understand complex content.

Content Curation

Content curators can use the server to summarize articles, blog posts, and other content types, making it easier to create concise summaries for their audience.

Pros & Cons

Pros

Supports multiple content types
Customizable summary length and language
Smart context preservation
Powered by Google's Gemini 1.5 Pro model for accurate summarization

Cons

Requires technical setup and installation
Limited information on the accuracy and reliability of the summaries

Reviews

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Q&A

Is multi-language support available?

Yes, the server provides multi-language support, with the default target language being English (en).

Asked by Bruno Kaufmann · May 14, 2026

Can I customize the summary length?

Yes, the server allows for customizable summary length, with a default maximum length of 200 characters.

Asked by Farah Rahimi · May 3, 2026

What types of content can be summarized?

The MCP Content Summarizer Server supports multiple content types, including plain text, web pages, PDF documents, EPUB books, and HTML content.

Asked by Emeka Obi · Feb 24, 2026

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