Rag Web Browser MCP Server

Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.

Local serverstdio

What is the Rag Web Browser MCP Server?

Rag Web Browser is an MCP project maintained in the apify/mcp-server-rag-web-browser repository. The maintainer describes its purpose as “Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG…”. Read the project documentation for the complete scope.

Installation

The documented npm package is @apify/mcp-server-rag-web-browser. The configuration below comes from the maintainer’s example; adapt its paths and account values to your environment.

Configuration values

The example declares APIFY_TOKEN. Secret-looking values have been replaced with placeholders. Required and optional labels are shown only when the documentation states them.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
querystring, required): Search keywords or a full URL. Advanced Google operators supported.
maxResultsnumber, optional, default: 1): Max organic results to fetch (ignored when query is a URL).
scrapingToolstring, optional, default: raw-http): One of browser-playwright | raw-http.
raw-httpFast (no JS execution) – good for static pages.
browser-playwrightHandles JS-heavy sites – slower, more robust.
outputFormatsarray of strings, optional, default: [markdown]): One or more of text, markdown, html.
requestTimeoutSecsnumber, optional, default: 40, min 1 max 300): Total server-side AND client wait budget. A local abort is enforced.

How to install the Rag Web Browser MCP Server

{
  "mcpServers": {
    "rag-web-browser": {
      "command": "npx",
      "args": [
        "@apify/mcp-server-rag-web-browser"
      ],
      "env": {
        "APIFY_TOKEN": "YOUR_APIFY_TOKEN"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

VariableDescriptionRequired
APIFY_TOKENDeclared in the maintainer’s client configuration.Check documentation