MCP server · Productivity

Content Summarizer MCP server

Let your AI turn long text, web pages, PDFs and EPUB books into short, clear summaries.

Productivity For education For pr and communications For executives and strategy Knowledge & Memory

This is a small helper that gives your AI the skill of summarizing long things. You hand it a chunk of text, a web link, a PDF or an EPUB book, and it comes back with a short version that keeps the important parts. It is handy if you read a lot for work and want the gist fast.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you using what it already knows. An MCP server is a small helper program that gives your AI one extra skill or a connection to something outside the chat. This one connects your AI to a summarization service built on Google's Gemini 1.5 Pro model. So when you ask for a summary, your AI passes the content to this helper, and the helper sends back the short version.

What this MCP server does

You give your AI something long: a pasted article, a web address, a PDF file or an EPUB book. Your AI passes that content to this helper server. The helper sends it to the summarization service, which reads it and writes a shorter version. You get that shorter version back in the chat, in the length, language and style you asked for. You can also tell it to focus on one specific angle, like the numbers or the action points.

Flow diagram: you ask your AI “Summarize this long article for me”, the Content Summarizer MCP server works in steps: reads it all, then picks the main points, then writes it short, and you get back A short summary in your chat.

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What you can do with it

Summarize a long block of pasted text
Summarize a web page from its link
Summarize a PDF document
Summarize an EPUB book
Choose how long the summary should be
Ask for the summary in another language
Ask for bullet points instead of paragraphs

Try asking your AI

“Summarize this article in 200 words: https://example.com/some-article”
“Turn this PDF into a short bullet list of the main points”
“Give me a detailed summary of this text in French, focusing on the budget numbers”
“Summarize this EPUB chapter in plain English, concise style”

What it gives back to you

You get text back in the chat: a short summary of whatever you handed over. It can be a paragraph, a longer write-up or a bullet list, depending on the style you asked for. You can also set a maximum length so it stays short. It does not change or save anything on your side, it just gives you the summary.

Before you start

What you need

Node.js installed on your computer
The pnpm tool installed
The project downloaded from GitHub and built once
The Claude desktop app or another app that supports MCP servers

Good to know

It sends whatever content you give it to an outside summarization service, so avoid feeding it private or confidential documents.

Install it with your AI

Add Content Summarizer MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check Content Summarizer MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.