MCP server · Research

Content Core MCP server

Lets your AI pull the text out of web pages, PDFs, Word files, YouTube videos and audio, then summarize it.

Research For marketing For science and research For education Search & Data Extraction

Content Core is a small helper that grabs the actual text from all sorts of things: a web page, a PDF, a Word document, a YouTube video, an audio file. Once it is connected to your AI, you can just point at a link or a file and ask for the content or a summary. It is handy for anyone who reads a lot of documents, articles or videos for work and wants the short version fast.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you. It cannot open a PDF on your laptop or watch a YouTube video. An MCP server is a small helper program that gives your AI one new skill. This one gives your AI the skill of reading content from web pages, documents and media, so when you ask, it can go fetch the text and bring it back to you.

What this MCP server does

You ask your AI something like: read this PDF and give me the main points. Your AI passes the request to this helper. The helper opens the file or link, works out the best way to pull the text out, and does it. Then it hands the text or a summary back to your AI, and your AI shows it to you in the chat. You never have to copy and paste anything yourself.

Flow diagram: you ask your AI “Read this PDF and give me the main points”, the Content Core MCP server works in steps: opens your file or link, then pulls out the text, then summarizes it, and you get back the text or a short summary.

Click to zoom

What you can do with it

Pull the readable text out of a web page link
Read a PDF, Word, PowerPoint, Excel, EPUB or Markdown file and give you the text
Grab the transcript of a YouTube video
Turn an audio or video file into text
Summarize a long article into bullet points or plain sentences
Summarize in a style you choose, like explain to a child
Read a Reddit post and give you the content

Try asking your AI

“Read this PDF and give me the main points in five bullets: /Users/me/Desktop/report.pdf”
“What does this article say? https://example.com/some-article”
“Summarize this YouTube video for me: https://youtube.com/watch?v=abc123”
“Turn this audio file into text and then summarize it: meeting-recording.mp3”

What it gives back to you

You get back plain text: the extracted content, or a summary if you asked for one. It shows up right in your chat, like a normal reply from your AI. If you asked for bullet points, you get bullets. If you asked for the full text, you get the full text. Nothing is saved to a file unless you copy it yourself.

Before you start

What you need

The uvx tool installed on your computer (a small free program that runs Python apps; the README shows the one-line install)
An API key from an AI provider like OpenAI, Anthropic or Groq (a kind of password for apps; the provider's website gives you one, sometimes free)
The Claude desktop app or another app that supports MCP servers

Good to know

It reads whatever link or file you point it at, so avoid pointing it at private or sensitive documents unless you are fine with that content being sent to your AI provider for processing.

Install it with your AI

Add Content Core 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 Core 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.