HasData/hasdata-mcp

Overview

HasData MCP server provides a collection of over 40 web scraping tools exposed through the Model Context Protocol. It includes pre-built scrapers for platforms like Google Search, Amazon, Zillow, and Airbnb.

Best for

Best for
Developers who need quick, structured scraping of major web platforms through MCP-compatible agents

Use cases

• Extract Google search results programmatically
• Scrape product listings and details from Amazon
• Retrieve property data from Zillow or listings from Airbnb

How to use

Tools exposed

• web_scraping_web_scraping
• google_serp_serp
• google_serp_serp_light
• google_serp_news
• google_serp_shopping
• google_serp_images_images
• google_serp_events
• google_serp_product
• google_serp_immersive_product
• google_serp_ai_overview
• google_serp_ai_mode
• google_maps_search
• google_maps_place
• google_maps_reviews
• google_maps_photos
• google_maps_contributor_reviews
• google_trends_search
• google_travel_flights
• bing_serp
• amazon_search

Tested with

Claude Desktop, Claude Code, Claude.ai (web), Cursor, Windsurf, VS Code (GitHub Copilot), Gemini CLI, Custom agents (OpenAI, LangChain, etc.)

Example client config

{\n  "mcpServers": {\n    "hasdata": {\n      "type": "http",\n      "url": "https://mcp.hasdata.com/api/mcp",\n      "headers": {\n        "x-api-key": "<your-api-key>"\n      }\n    }\n  }\n}

Notes

HasData MCP server provides a collection of over 40 web scraping tools exposed through the Model Context Protocol. It includes pre-built scrapers for platforms like Google Search, Amazon, Zillow, and Airbnb.

2 stars on GitHub. Last updated 2026-05-05. Licensed MIT.

Use cases

• Extract Google search results programmatically
• Scrape product listings and details from Amazon
• Retrieve property data from Zillow or listings from Airbnb

Pros

• Offers a large set of ready-made scraping tools for popular sites
• Uses the MCP standard for integration with compatible AI agents and frameworks

Cons

• Limited community adoption indicated by only 2 GitHub stars
• Dependency on the MCP protocol may restrict use to specific environments

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.