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AP

apify/rag-web-browser

@Apify

Web browser for OpenAI Assistants, RAG pipelines, or AI agents, similar to a web browser in ChatGPT. It queries Google Search, scrapes the top N pages, and returns their content as Markdown for further processing by an LLM. It can also scrape individual URLs. Supports Model Context Protocol (MCP).

web scraping
RAG
AI agents
LLM
browser

The RAG Web Browser is an Apify Actor designed to provide web browsing capabilities for AI agents, LLM applications, and RAG pipelines. Similar to ChatGPT's web browsing feature, it can query Google Search, scrape top N pages, clean HTML, convert content to Markdown, and return it for LLM processing. It also supports scraping individual URLs. This Actor functions as an MCP server via SSE, allowing seamless integration with tools like Claude Desktop and custom MCP clients. It offers performance optimizations for low-latency applications, including a standby web server mode and configurable scraping tools (raw-http for static sites, browser-playwright for dynamic sites). The project is open-source and developed by Apify.

# mcpServer Config

{
  "mcpServers": [
    {
      "name": "rag-web-browser",
      "url": "https://rag-web-browser.apify.actor/sse",
      "transports": [
        "sse"
      ],
      "description": "Web browser for OpenAI Assistants, RAG pipelines, or AI agents, similar to a web browser in ChatGPT. It queries Google Search, scrapes the top N pages, and returns their content as Markdown for further processing by an LLM. It can also scrape individual URLs.",
      "tools": [
        {
          "name": "rag-web-browser",
          "description": "Queries Google Search, scrapes web pages, and returns their content as Markdown for LLM processing.",
          "parameters": {
            "type": "object",
            "properties": {
              "query": {
                "type": "string",
                "description": "The search phrase or URL to browse."
              },
              "maxResults": {
                "type": "number",
                "description": "Maximum number of search results to process.",
                "default": 3
              }
            },
            "required": [
              "query"
            ]
          }
        }
      ]
    }
  ]
}

# sseURL

https://rag-web-browser.apify.actor/sse
Transport:
sse
Language:
typescript
Updated: 8/5/2025