Skip to main content
Glama
77,149 servers. Updated
19 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,623 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"A Python-based server for browser automation" matching MCP servers:

  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables full read/write management of Facebook ad campaigns, ad sets, ads, and creatives via the Meta Marketing API through natural language, with AI creative generation, performance analytics, and PDF reporting.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).
    37
    2
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    This project is a Google Analytics 4 (GA4) automation server implemented as a Model Context Protocol (MCP) tool. It lets AI agents query GA4 data (reports, traffic sources, demographics, etc.) and also includes a simple connection test script.
    7
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for Google Search Console API that enables querying search analytics, managing sites, inspecting URLs, and supporting domain delegation via service accounts.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    A free WordPress plugin that turns your site into a governed MCP server, exposing 153 curated WordPress abilities (posts, media, users, WooCommerce, ACF, SEO) as tools for AI agents like Claude and Cursor. Every ability is off by default, scoped to a least-privilege user, capability-gated, and logged.
    2
    GPL 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Official Cursor plugin enabling natural-language management of your SideShift company—discovering creators, managing campaigns and contracts, communicating with your network, and inspecting analytics through a secure OAuth-linked MCP server.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / DuckDuckGo Ads). This server enables AI assistants to create, manage, and report on Microsoft Advertising campaigns programmatically.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Finds, filters, and verifies local-business leads on demand; every returned email carries a verification receipt (verifier, verdict, timestamp). Credit-based with per-key spend budgets; 25 free validated leads at signup.
    MIT
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables automated LinkedIn lead generation and outreach through profile search, AI-powered lead scoring, personalized message generation, and automated follow-up sequences. Includes API key management with tier-based usage limits and PostgreSQL-backed tracking.
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    An MCP server that provides AI assistants with access to the FirstPromoter affiliate management platform for managing referrals, promoters, campaigns, and commissions. It is designed for remote multi-user deployment and supports operations via HTTP/SSE transport.
  • A
    license
    A
    quality
    F
    maintenance
    Enables interaction with Instantly.ai email outreach platform through 31 tools across accounts, campaigns, leads, emails, and analytics. Supports both local and remote deployment with multi-tenant authentication.
    27
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO rankings through natural language using the AgencyAnalytics API.
    20
    1
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Combines Bing Webmaster data, GA4 AI-traffic opportunity matching, technical SEO scanning, AI-search content audits, approval-gated WordPress fix preparation, live verification, Bing URL submission, and IndexNow integration to help marketers improve pages for human readers and AI search.
    46
    1
    MIT
  • A
    license
    B
    quality
    F
    maintenance
    A Multi-Channel Proxy server that provides a structured interface for interacting with Smartlead's API, organizing functionality into logical tools for campaign management, lead management, and other marketing automation features.
    20
    25
    17
    MIT