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MCP server · Research

Web Search MCP server

by AG-Bureau

Lets your AI search the web, read pages, find images, and take screenshots, and tells you what to trust.

Flow diagram: you ask your AI “Search the web for electric car battery news”, on your own computer the Web Search MCP server works with your own computer, and you get back links, text and trust notes.

This is a helper program that gives your AI a real web search skill. It runs on your own computer and uses your own search setup, not somebody else's. It is handy if you ask your AI to look things up and you want to know where the answer came from and how solid it is.

What is an MCP server? The 30-second version

On its own, your AI can only chat with what it already knows. An MCP server is a small helper program that gives your AI a new skill or a connection to a service. This one connects your AI to web search, page reading, images and screenshots, running on your machine. When you ask a question, your AI uses this helper to go look things up and bring answers back to you.

What this MCP server does

You ask your AI a question that needs the web. The AI sends the request to this helper program running on your computer. The helper searches through your own search setup, opens the top pages, and pulls out the useful text. It also keeps track of which search engines answered and which ones failed or gave odd results. Then it hands the answer back to your AI, along with notes about what to be careful about.

Flow diagram: you ask your AI “Search the web for electric car battery news”, on your own computer the Web Search MCP server works with your own computer, and you get back links, text and trust notes. Click to zoom

What you can do with it

  • Search the web and read the top results in one go
  • Read a page by its address, including PDFs and scanned documents
  • Find images and get both the image file address and the page it sits on
  • Take a screenshot of a page and get its text from the same visit
  • Ask a bigger question and get an answer drawn from several sources
  • See which search engines were used and which ones did not respond
  • Check whether a page really contains what you expected before trusting it

Try asking your AI

  • “Search for the latest news about electric car batteries and read the top three pages”
  • “Read this page for me and tell me what it says: paste the address here”
  • “Find images of the Eiffel Tower at night and show me where each one comes from”
  • “Take a screenshot of this page and give me the text on it too”
  • “What do different sources say about whether coffee is good for you, and where do they disagree”

What it gives back to you

You get back a list of links with their text, or a summary answer written from several sources. For images, you get the file address and the page address separately. For screenshots, you get a picture plus the text from the same visit. It also tells you which engines answered, which ones failed, and anything it could not confirm, so you know what to trust.

Before you start

What you need

  • Docker installed on your computer
  • A terminal or command line where you can run a few commands
  • A search setup called SearXNG, which this package includes and starts for you
  • Optional: an API key from an AI provider if you want the deep search and scanned PDF reading features

Good to know

This server reads pages and takes screenshots on your behalf, so be careful about pointing it at private or sensitive addresses, and remember that web pages can contain wrong or misleading information.

Install it with your AI

Add Web Search 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 Web Search 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.

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Who it's for

Anyone who asks their AI to look things up online and wants honest notes about where the answer came from and what might be wrong with it.