Skip to main content
Glama
114,925 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 .

Matching MCP tools:

Matching MCP Connectors:

"How to execute tests on a frontend page and debug browser console issues" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables publishing Facebook Page posts (text and photo) and retrieving page info via the Meta Graph API, with dry-run safety defaults and remote MCP transport.
    -
  • F
    license
    B
    quality
    B
    maintenance
    Enables browser-based Twitter/X research and account workflows through a signed-in browser, supporting search, timeline/profile reads, saved searches, snapshot exports, and prepared account actions without requiring an X developer API key.
    25
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Exposes five read-only tools for checking browser status, searching X posts, searching Xiaohongshu notes, and reading Xiaohongshu notes and comments through a locally installed bb-browser CLI. It targets MCP clients such as Codex, though live retrieval remains unverified.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to transcribe Instagram Reels into text by providing a tool that accepts a Reel URL and returns the speech transcript along with metadata such as author and duration.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server that gives AI agents safe, snapshot-based control of a local Chromium browser to publish user content to registered platforms, with strict privacy boundaries and human handoff for final actions.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Resolves company domains to their LinkedIn pages, providing exact follower counts and public firmographics such as industry, company size band, headquarters, founded year, and specialties.
    1
    90 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A FastMCP-based server that enables programmatic LinkedIn automation and data extraction through browser automation, offering secure authentication and tools for profile operations and post interactions while respecting LinkedIn's rate limits.
    55
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to search Reddit by keyword or subreddit, read thread URLs with comments, filter and sort results, and receive flat post and comment rows without needing a Reddit login or API key.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Lets an MCP client read comment threads on your own YouTube channel, prepare replies, moderate or hide comments, and query YouTube Analytics reports. Every publishing or moderation action is held for explicit user confirmation before it takes effect.
    11
    MIT
  • F
    license
    A
    quality
    Not graded
    maintenance
    Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator for searching profiles, managing leads, and handling messaging via cookie-based authentication. It supports professional networking tasks such as sending connection requests and retrieving account details through the Model Context Protocol.
    22
    1
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome login session without API tokens, enabling actions like posting, messaging, and reading inbox locally.
    3
    -
  • A
    license
    A
    quality
    C
    maintenance
    This MCP helps you find your first 100 users on social media channels using Gorilla, a tool designed for founders by founders.
    9
    25 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for the Mamba Labs Reddit Brand Presence and Mention Monitor actor on Apify. Resolve a company domain to its subreddit and sample public mentions of the brand.
    1
    75 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    SocialCrawl provides the "best" quality public web data on the internet. Access 65+ real-time social media, e-commerce and public web data from a single API with a single schema.
    5
    222 npm
    27
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for the Mamba Labs Bluesky Brand Presence Mapper actor on Apify. Resolve a company domain to its Bluesky account with exact follower, following and post counts.
    1
    89 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that acts as a shim between Claude and the PostGrowth API, exposing seven tools to list clients, manage posts, and handle ClickUp tasks and media uploads. It translates MCP calls into authenticated HTTP requests, keeping business rules and credentials on the server side.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access HackerNews content through structured search, front page retrieval, latest posts monitoring, detailed item fetching with comment trees, and user profile viewing via the Algolia API.
    5
    54 npm
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    The LinkedIn API and MCP server for AI agents: search, connect, message and enrich on accounts you own, with limits enforced on our server. 20,000+ LinkedIn accounts run on this stack, and under 1% of them have ever been restricted.
    3
    42 npm
    90
    MIT