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114,514 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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"Information about playwrights or Playwright (context-dependent)" matching MCP servers:

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    Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.
    43 npm
    1
    MIT
  • F
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    B
    maintenance
    MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.
    -
  • F
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    A
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    An MCP (Model Context Protocol) server that gives AI agents live, structured ad intelligence across Facebook, Google, and Instagram — data that no base model can produce from training alone. Powered by Apify actors. Works with any MCP-compatible client: Cursor, Claude, etc.
    11
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    Provides live wait times and office details for all 60 Oregon DMV field offices by scraping the ODOT website, with no authentication required.
    6 npm
    MIT
  • F
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    B
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    HandaaS的MCP服务器,提供全域资讯搜索、企业新闻、行业资讯、主题跟踪和企业动态监控能力,帮助用户开展行业研究和舆情分析。
    2
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  • A
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    Provides live web and document intelligence, including search, company news, scraping, crawling, structured extraction, document parsing, brand intelligence, screenshots, website monitoring, and batch jobs.
    MIT
  • A
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    A
    maintenance
    Enables AI clients to read and write to a user-owned markdown bucket via S3-compatible storage, providing a persistent shared context layer across different AI tools.
    68,462 npm
    3
    MIT
  • A
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    A small MCP server that gives agents rich context about a YouTube video — its transcript, jump-to-the-moment deep links, metadata, and most-replayed moments — so they can answer questions, summarize, pull quotes, or surface highlights.
    7
    45 PyPI
    3
    MIT
  • A
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    A
    quality
    F
    maintenance
    Enables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.
    1
    1
    MIT
  • A
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    A
    quality
    B
    maintenance
    MCP server providing deep PostgreSQL context to AI assistants, including schema DDL, index health, foreign key associations, query execution plans, and performance statistics via read-only tools.
    12
    1
    MIT
  • A
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    A
    quality
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    Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.
    6
    3
    MIT
  • A
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    A
    quality
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    maintenance
    A Model Context Protocol server that enables AI assistants to perform web automation tasks by connecting to remote Playwright/browserless instances, supporting navigation, screenshots, HTML extraction, and element interaction.
    10
    4
    MIT
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    quality
    C
    maintenance
    Enables AI tools to drive a hosted, headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages through structured accessibility snapshots — without installing a browser locally or running npx on each machine. It runs as a single authenticated Render web service that any MCP client can connect to at a shared HTTPS endpoint.
    23
    9,225,544 npm
    Apache 2.0
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    Lets AI clients drive a real headless Chromium browser through a hosted HTTPS endpoint — navigating, clicking, typing, and reading pages via structured accessibility snapshots rather than screenshots. Requests are gated behind a bearer token, so no local browser install or npx is needed on each machine.
    23
    9,225,544 npm
    Apache 2.0
  • A
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    B
    quality
    C
    maintenance
    Enables AI assistants and MCP clients to drive a hosted headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages via structured accessibility snapshots rather than screenshots. Runs as a Render web service behind a bearer-token gate, so no local browser install or npx setup is required on each machine.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI clients to drive a hosted headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages through structured accessibility snapshots rather than screenshots. Runs as a single authenticated web service, so any MCP client can connect to a shared HTTPS URL without installing a local browser.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables an LLM to control a hosted headless Chromium browser over HTTP, navigating pages, clicking, typing, and reading structured accessibility snapshots so any MCP client can perform browser automation without local installation.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables any MCP client to drive a hosted headless Chromium browser over HTTPS — navigating, clicking, typing, and reading pages via structured accessibility snapshots — with no local browser install or npx required. It runs as a single Render web service behind a bearer-token gate, since upstream ships no authentication of its own.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables LLMs and MCP clients to control a hosted headless Chromium browser over HTTP, navigating, clicking, typing, and reading pages via structured accessibility snapshots, with bearer-token authentication.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI assistants to drive a real headless Chromium browser over a hosted HTTP endpoint, navigating, clicking, typing, and reading pages through structured accessibility snapshots rather than screenshots. Runs as a remote service authenticated with a bearer token, so no local browser install or per-machine setup is needed.
    23
    9,225,544 npm
    Apache 2.0