Skip to main content
Glama
116,435 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:

"Accessing a browser programmatically to capture snapshots and logs" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    D
    maintenance
    A streamlined MCP server for XMP metadata embedding with beautiful formatting and smart filename indicators, enabling metadata embedding, reading, validation, and report generation for lifestyle, product, and orbit schemas.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to find podcasts by topic or Apple Podcasts/RSS links and retrieve host and owner contact details, episode cadence, recent guests, associated companies, and contact or guest-pitch pages, with one result row per show.
    1
    112 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to check Google organic, map pack, and local finder positions for keywords across specified locations, returning per keyword/location rows with ratings, competitors, and rank changes. It runs searches from each location via Apify and can track history with a state key.
    1
    62 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to turn beats or topics into a ready media list by finding recent news articles, reading their bylines, and returning one row per journalist with name, outlet, author page, article count, latest article, and proof links. Runs the work on Apify and supports filters for date range, country, language, outlet domains, and minimum article counts.
    1
    437 npm
    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
    -
  • A
    license
    B
    quality
    B
    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
    C
    quality
    D
    maintenance
    Production-ready MCP server enabling AI assistants to interact with Braze's customer engagement platform, offering 92 tools for user management, messaging, campaigns, analytics, email/SMS, catalogs, and SCIM provisioning.
    92
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Send email, find out why an email failed, set up sending domains, and manage templates, contacts, lists and campaigns in your AhaSend account.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude, ChatGPT, Cursor, and other MCP clients to query Google Search Console, GA4, PageSpeed Insights, and live SERPs through 38 read-only SEO tools for quick wins, content decay, indexing, Core Web Vitals, AI traffic, and conversion analysis.
    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
    A
    maintenance
    Enables AI agents to verify email addresses and receive a 'send', 'hold', or 'kill' verdict with the reason, while also managing signup and credits programmatically.
    5
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Create and manage quizzes, question banks, and translations; capture and manage leads, respondents, and bookings; and pull stats and funnel analytics on RooQuiz — a lightweight assessment platform for lead capture and viral sharing.
    52
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Digital business cards, lead capture forms, and service listings - built and managed by AI. 63 tools with live browser editing, stock photos, web scraping, and guided tours.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A governed, read-only MCP server for ad inventory discovery from Google Ad Manager, exposing three tools (well_known_capabilities, discover_products, get_forecast) to buyer-side agents without modifying or accessing the ad server.
    6
    185 npm
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    A Model Context Protocol server that provides comprehensive access to the Shopify Admin GraphQL API, enabling AI assistants to manage Shopify stores programmatically.
    100
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables authenticated users to read VK profile, community, wall, dialog, statistics, product, and photo data within granted permissions, and to prepare posts or other changes that execute only after browser confirmation. It also supports community snapshots and evidence-based comparisons over a selected period.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs and AI agents to query Google Ads accounts via the Google Ads API, including searching account data, retrieving resource metadata, and accessing API discovery documents, metrics, segments, and release notes.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local-first MCP server for creating and managing App Store and Google Play screenshot decks, letting agents upload, review, localize, and export store-ready images without accessing source code.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables agents to create hosted waitlist pages with referral ranking, email capture, and stats via MCP tools like create_waitlist.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables read-only access to stored Meta advertising account, campaign, and insight report snapshots through scoped, expiring API keys and three MCP tools.
    59 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Google Tag Manager and Google Ads, enabling AI agents to audit, fix, and manage GTM containers and Google Ads campaigns programmatically.
    64 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server implementation that integrates with KeywordsPeopleUse for accessing keyword research features including People Also Ask questions, Google Autocomplete suggestions, Reddit/Quora questions, and semantic keywords.
    5
    ISC
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables AI agents to programmatically manage GoHighLevel accounts through a Cloudflare Workers-based server. It currently supports CRUD operations for custom fields, custom values, and object folders with plans to include contact and pipeline management.
    65 npm
    -