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116,601 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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    An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.
    5
    1
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server that provides tools to manage Gmail and Outlook emails, and search Mercadona products, for use with Cursor and LangChain.
    -
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    quality
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    maintenance
    Enables local-first, read-only interaction with Avito through your own authenticated Chrome session, without sharing credentials with the MCP client. Provides tools for searching listings, viewing your listings, favorites, chats, and messages.
    2
    2
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables local import and querying of Tokopedia purchase data, including orders, shipments, payments, chats, and products, with record history, draft seller messages, and budget-aware purchase plans. It supports search, filtering, pagination, and atomic idempotent snapshots while keeping unsent drafts and unordered plans clearly marked.
    12
    MIT
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    quality
    C
    maintenance
    Enables AI assistants to plan and track McDonald's visits by locating stores, estimating commute calories, recommending nutrition-targeted menu combinations, monitoring orders, running spaced-repetition vocabulary practice during waits, and recording progress in a local dashboard.
    5
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    A read-only MCP server that enables AI assistants to access a user's Steam library, playtime, achievements, friends, wishlist, and store data for backlog analysis, game recommendations, discount monitoring, and play-activity summaries.
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  • A
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    maintenance
    Enables read-only, local browser-based access to logged-in sessions on Xianyu, Taobao/Tmall, JD, and Pinduoduo for product search, detail inspection, link building/parsing, and cookie status checks, without chat, cart, ordering, or payment actions.
    MIT
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    B
    maintenance
    Enables users to generate tailored gift suggestions and handwritten card messages from relationship context, recipient interests, urgency, and budget. It also factors social connections and milestones into occasion planning.
    7
    -
  • F
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    quality
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    maintenance
    Enables users to ingest relationship tiers, recipient interests, milestone urgency, and budget constraints, then synthesize personalized gift recommendations with bespoke card copy through MCP.
    7
    -
  • 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
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    quality
    C
    maintenance
    Enables Claude to interact with Zepto's live quick-commerce platform through natural language, exposing tools to browse order history, resolve saved addresses, search store inventory, update the cart, retrieve payment methods, and place two-phase confirmed orders with autonomous recovery from store-routing errors.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables authenticated access to Amazon India SP-API commerce intelligence and controlled operations, including orders, finances, listings, pricing, reports, sales/traffic metrics, and profit analysis. It also supports gated Amazon mutations through preview, approval, and execution workflows with audit logging.
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  • A
    license
    A
    quality
    A
    maintenance
    Vacation rental software. A signed stay offer on the host’s own domain. Use this when a vacation rental host wants booking software on the host’s own domain, or when a stay offer must be verified against that domain. Returns an Ed25519-signed offer (VRP) and the host’s direct booking URL. The guest books and pays the host. Do not use to compare hosts or prices.
    6
    814 npm
    4
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables an LLM to search AliExpress and inspect product listings (including prices, ratings, and specs) without an API key, using direct HTTP and headless browser fallbacks to bypass anti-bot measures.
    2
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Lets AI assistants browse the Continente.pt catalogue, compare prices and sale rules, review favorites and past orders, and safely build a cart while leaving checkout and payment on the website. It runs locally over stdio so credentials and cookies stay on the user's machine.
    15
    498 npm
    27
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables product search and basket management for Intermarché Drive through a visible Chromium browser, using the browser session to handle anti-bot measures. Provides tools to search products, view and modify the basket, and set substitutions, while checkout and payment remain on the website.
    3
    7
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLM agents to search and retrieve live product data from L'Etoile (letu.ru), including honest price breakdowns with Club Card discounts separated, per-city delivery and store stock, ratings and reviews, and seller legal details, via plain HTTP without a browser.
    5
    MIT