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117,399 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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"A tool for querying web pages saved in browser bookmarks" matching MCP servers:

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    Enables lightweight web search discovery and on-demand extraction of cleaned page text from supplied URLs, returning snippets, headings, links, and saved full text for longer pages.
    2
    BSD 3-Clause
  • A
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    A Playwright-based browser automation tool for AI agents, enabling web search, navigation, scraping, and page interaction through the Model Context Protocol.
    MIT
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    A local MCP server for managing saved Substack posts. Enables offline reading, searching, bookmarking, and unbookmarking of Substack content via CLI or MCP clients.
    18
    MIT
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    Enables AI assistants to search, browse, add, and delete Chrome and Edge bookmarks through the MCP protocol, using a local FastMCP server that directly reads and modifies browser bookmark files.
    5
    -
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    Enables AI agents to perform query-driven web searches and fetch page content via Bing and DuckDuckGo engines, with automatic fallback and no API keys needed.
    MIT
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    Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
    4
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    A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
    5
    26 npm
    16
    MIT
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    A local, read-only MCP server that makes bookmarks from browsers, read-later apps, and export files accessible to AI assistants, enabling search, triage, and summarization without sending data anywhere.
    8
    72 npm
    1
    MIT
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    Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks into a searchable, enriched knowledge base for Claude Desktop and Claude Code.
    3
    MIT
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    A Postgres-backed bookmark manager that exposes CRUD tools, database inspection, and a configurable REST API tool to save, search, and manage bookmarks via natural language.
    MIT
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    A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.
    1
    6
    MIT
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    Enables Claude to search, reorganize, and clean up Chrome bookmarks with an interactive review UI and real undo support across Chromium-based browsers.
    6 npm
    MIT
  • F
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    Provides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.
    1
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  • F
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    Enables a locally-run LLM to search the web, fetch pages as markdown, make arbitrary HTTP requests, and optionally render pages with headless Chromium.
    3
    -
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    Gives AI agents local web search and page reading with no API keys, layering a SearXNG-backed search cache with browser-based fallbacks and returning clean page text from HTML, PDF, JSON, and archived snapshots. Fetches run in Docker alongside the search engine with SSRF protection, egress filtering, and untrusted-content marking so agents can safely retrieve live web data.
    2
    MIT
  • A
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    Enables MCP clients to perform web searches and fetch HTTP(S) pages as Markdown through Search and Fetch APIs.
    2
    67 npm
    MIT
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    AI-powered recall over your saved bookmarks. It gives Claude semantic search, topic clusters, recent saves, and save-from-chat across the content you save from X, Reddit, LinkedIn, and the web.
    5
    1
    MIT
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    A local MCP server providing web search, page extraction, and safe browser automation tools for Hermes, Claude Code, and other MCP clients.
    10
    MIT
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    touch-browser is an evidence-grounded MCP server for public docs and research web workflows. It helps AI agents search and open web pages, extract page-local evidence with citations and confidence bands, classify browsing risk, and synthesize multi-page sessions into citation-ready reports.
    29
    10
    Mozilla Public 2.0
  • A
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    A Model Control Protocol server that enables AI agents to perform web browsing tasks through a standardized interface using the browser-use library.
    1
    MIT
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    Enables local web search through a SearXNG instance, returning up to eight result titles, URLs, and snippets, with optional fetching of previously returned pages under strict sandboxing and URL restrictions.
    MIT
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    Enables Indian bank branch IFSC code lookup via Razorpay's open API, allowing AI agents to retrieve branch details using IFSC codes.
    492 npm
    MIT
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    A self-hosted MCP server that reads web pages and converts them to Markdown, with built-in web search and anti-crawl fallback using Playwright.
    1
    MIT