How does the Rag Web Browser work with LLMs?

It acts as a web browser for Large Language Models (LLMs) and RAG pipelines, similar to a web search function in ChatGPT. It can search, scrape, and return web content in various formats, providing LLMs with up-to-date information.

What formats can the Rag Web Browser output?

The Rag Web Browser supports multiple output formats, including text, markdown, and HTML, allowing you to choose the format that best suits your needs.

What credentials does it need?

It reads `APIFY_TOKEN` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Rag Web Browser MCP Server

Enables AI agents and LLMs to interact with the web and extract information from web pages via the RAG Web Browser Actor.

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What is the Rag Web Browser MCP Server?

Enables AI agents and LLMs to interact with the web and extract information from web pages via the RAG Web Browser Actor.

What the server does

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.

Credentials and setup notes

Node.js (v18 or higher) - Apify API Token (APIFY_TOKEN) Clone & install:

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

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.

Tool	What it does
raw-http	Fast (no JS execution) – good for static pages.
browser-playwright	Handles JS-heavy sites – slower, more robust.

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-api-token"
      }
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

Node.js (v18 or higher) - Apify API Token (APIFY_TOKEN) Clone & install:

Variable	Description	Required
APIFY_TOKEN	Credential the server authenticates with.	Yes

Example prompts to try

“Use Rag Web Browser to name.”
“Use Rag Web Browser to raw-http.”
“Use Rag Web Browser to browser-playwright.”

Frequently asked questions

The Rag Web Browser is a tool that enables AI agents and LLMs to interact with the web, extract information, and perform web scraping tasks. It allows AI to browse the web like a human, gathering data for various applications.