Skip to main content
Glama
93,574 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Understanding How to Use a Browser" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    B
    quality
    C
    maintenance
    agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log
    100
    6
    MIT
  • 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
  • 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
    C
    maintenance
    Enables AI assistants to check how discoverable a website is to AI search engines and assistants by inspecting signals like crawler access, llms.txt, structured data, and on-page metadata, and returning a 0-100 visibility score.
    1
    MIT
  • A
    license
    D
    quality
    D
    maintenance
    A joke/demo Model Context Protocol server that injects cringe-worthy advertisements into LLM responses, showcasing both how to build MCP servers and the risks of ad-injecting intermediaries.
    6
    3 npm
    6
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables connecting an existing Liftaven workspace to search and analytics tools, providing an SEO workspace for understanding search performance and improving your website.
    517 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A remote Model Context Protocol server developed by Inxy.ai that lets any AI agent — Claude, ChatGPT, Cursor, and others — audit a website or Shopify store for AEO / GEO / LLMO readiness: how likely ChatGPT, Claude, Perplexity, and Google AI are to cite it.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables tracking AI search visibility by showing how ChatGPT, Gemini, Google AI Mode, and Google AI Overviews answer your tracked questions, whether they mention your brand, how you compare with competitors, and which sources they cite.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule drafts, and pull your own post analytics from Claude.
    18 npm
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Acts as a persistent log of ad creative reviews. Stores each review's ad name, funnel stage, score, media link, and full review text so agents can look back at how past creatives were scored.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables querying how often a brand is recommended by AI search and chat surfaces, returning recommendation and inclusion rates for any given brand.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    This MCP server replicates how a creative strategist gathers context by expanding queries and performing hybrid search against a Google Drive knowledge base, delivering structured, role-categorized context for ad copy and creative briefs.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Checks whether ChatGPT, Perplexity, and Gemini cite your brand for a given keyword, and who's winning the citation battle for it instead.
    2
    9
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Tracks buying and momentum signals for companies, such as funding rounds, senior hires, office openings, customer wins, and partnerships, with each event carrying its date.
    10
    21 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI listing assistants to validate marketplace draft listings against seller-provided item specifics, returning PUBLISH or REVIEW with the exact words behind every unbacked claim.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to answer questions about livestream advertising using GingerLive's up-to-date data on ad formats, network reach, campaign case studies, and the streamer program, as well as plan campaigns and evaluate streamer monetization.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Connects AI assistants to Beamtrace's remote MCP for read-only visibility insights, offering tools to retrieve visibility scores, topic rollups, prompt metrics, competitor leaderboards, and content improvement suggestions.
    6
    5
    MIT