google-browser-scraper vs web-search-mcp

Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your own residential proxy. Self-hosted SERP API alternative with JSON output, an HTTP API and an MCP server for AI agents.

A Model Context Protocol (MCP) server that provides web search functionality using a headless Chrome browser to scrape Google, DuckDuckGo and Bing search results.

MCP Servers

MCP Servers

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