MCP Retrieval vs Scrapeless MCP Server

In-depth architectural comparison of the MCP Retrieval and Scrapeless MCP Server MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose MCP Retrieval when:

• You need dedicated capabilities in the Search & Data Extraction domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: web_search, web_search_images, web_scrape.

Explore MCP Retrieval Details

Choose Scrapeless MCP Server when:

• You need dedicated capabilities in the Search & Data Extraction domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: API Key required (Freemium).
• You have access to required keys: SCRAPELESS_API_KEY, BROWSER_PROFILE_ID, BROWSER_PROFILE_PERSIST, BROWSER_SESSION_TTL.
• Primary tools included: Google Search access, Google Trends queries, Cloud browser navigation and interaction.

Feature & Specification Comparison

Specification	MCP Retrieval Search & Data Extraction	Scrapeless MCP Server scrapeless-ai Search & Data Extraction
Summary	Web search, image search, and page scraping as Markdown. No API keys required.	The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
Category & Scope	Search & Data Extraction

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "mcp-retrieval": {
      "url": "http://localhost:8080/mcp"
    }
  }
}

{
  "mcpServers": {
    "scrapeless-ai-scrapeless-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "scrapeless-mcp-server"
      ],
      "env": {
        "SCRAPELESS_API_KEY": "YOUR_SCRAPELESS_API_KEY_HERE",
        "BROWSER_PROFILE_ID": "YOUR_BROWSER_PROFILE_ID_HERE",
        "BROWSER_PROFILE_PERSIST": "YOUR_BROWSER_PROFILE_PERSIST_HERE",
        "BROWSER_SESSION_TTL": "YOUR_BROWSER_SESSION_TTL_HERE"
      }
    }
  }
}

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