Vectorize MCP server

This is a small helper that connects your AI assistant to Vectorize, a service that stores and searches your own documents. Once it is set up, you can ask your AI questions about your files and get answers based on your own material instead of the open internet. It is handy if you keep a pile of PDFs, reports, or notes and want your AI to actually read them.

What this MCP server does

You ask your AI a question about your own documents. Your AI passes that question to this helper. The helper talks to Vectorize, which searches through the documents you have stored there. Vectorize sends back the most relevant pieces, and your AI turns them into a normal answer in your chat. You can also hand it a file to turn into clean text, or ask it to write a longer research report from your material.

Click to zoom

What you can do with it

• Search your own documents and get answers based on them
• Turn a PDF or other file into clean Markdown text
• Split long documents into smaller readable chunks
• Ask for a private deep research report on a topic in your pipeline
• Choose how many matching documents you want back
• Include web search results in a research report when you want them

Try asking your AI

• “What does our documentation say about the refund policy?”
• “Search my pipeline for anything about the 2024 budget and summarize it.”
• “Turn this PDF into Markdown so I can read it easily.”
• “Write a short report on the financial health of the company using my documents.”

What it gives back to you

You get answers in plain chat text, written from the documents that matched your question. For a search, you get the most relevant passages or documents, usually a handful at a time. For extraction, you get the file's text in Markdown, ready to copy. For deep research, you get a longer written report.

Before you start

Who it's for

Anyone who keeps their own documents in Vectorize and wants an AI to search them, read files, or write reports without leaving the chat.