mcp-server-rag-web-browserA MCP Server for the RAG Web Browser Actor

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

The mcp-server-rag-web-browser is a deprecated MCP server for the RAG Web Browser Actor, which served as a web browser for large language models (LLMs) and RAG pipelines. It allowed AI agents and LLMs to interact with the web and extract information from web pages. The server ran locally and communicated with the RAG Web Browser Actor in Standby mode. The recommended replacement is mcp.apify.com, which offers the same functionality with additional benefits.

Key features

Query Google Search and scrape top N URLs
Fetch a specific URL and return its content
Return cleaned content as Markdown
Support for Advanced Google operators
Local MCP integration with stdio communication

Pricing

Model: Free
Category: MCP Servers
Rating: No reviews yet

Use cases

Web Search

Query Google Search and return cleaned content as Markdown

Single URL Fetching

Fetch a specific URL and return its content as Markdown

Pros & Cons

Pros

Fast responses to AI agents and LLMs
Local MCP integration with standard input/output communication
Ability to query Google Search and fetch specific URLs

Cons

Deprecated and no longer supported
Requires local setup and maintenance
Limited to 1 MCP server configuration

Reviews

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Q&A

What are the benefits of using mcp.apify.com instead?

Using mcp.apify.com offers benefits such as no local setup required, always up-to-date, and access to 6,000 Apify Actors, including the RAG Web Browser.

Asked by Ahmed Saleh · Apr 16, 2026

How does it integrate with AI clients?

It uses standard input/output communication for local MCP integration with AI clients.

Asked by Odalys Reyes · Mar 31, 2026

What are the key features?

Key features include querying Google Search, fetching specific URLs, returning cleaned content as Markdown, and supporting Advanced Google operators.

Asked by Jasper Vermeer · Mar 23, 2026

Is mcp-server-rag-web-browser still supported?

No, it is deprecated and no longer supported. The recommended replacement is mcp.apify.com.

Asked by Priyanka Menon · Jan 9, 2026