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116,320 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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    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
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    B
    quality
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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
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    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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    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
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    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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    Perfume database API with verified notes: 1,500+ perfumes, 160+ houses, 400+ raw materials in a fragrance ingredients database. 12 tools over MCP and REST, OpenAPI spec, free and keyless, answers in 10 languages. Look up a note or raw material and get the perfumes that use it, or a perfume and get its full top, heart and base pyramid. Built by Scento.
    12
    MIT
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    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
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    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
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    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
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    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
  • A
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    A
    quality
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    Enables an AI assistant to fetch the user's own Delhaize (Belgium) till receipts and weekly promotions through a headless browser, saving receipt images and raw promotion pages without handling passwords or editing records.
    5
    MIT
  • A
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    A
    quality
    D
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    Read-only MCP server for Edenred Plus that enables checking benefit balances, transactions, and deals via local browser authentication.
    5
    MIT
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    Enables AI agents to search a catalog of roughly 960,000 fashion products across about 10,000 Iranian online and Instagram shops, comparing prices and discounts, checking per-color and per-size stock, browsing categories and curated listings, and finding similar items at other shops. It also lets agents assess shop trust signals such as ratings and buyer surveys, surface flash sales and discount codes, and read blog style guides, all read-only with no login or ordering.
    14
    153 PyPI
    2
    MIT
  • A
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    Enables turning photos and observed facts into a ready-to-publish Leboncoin ad, with comparable search, asking-price statistics, category lookup, local drafts, and browser form automation that stops one click short of publishing until approved.
    23
    MIT
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    Read-only MCP server for the Perfume Picks fragrance database, enabling fragrance search, detailed note pyramids, curated dupes, similar scents, recommendations, comparisons, trending, and occasion-based scent suggestions.
    8
    102 npm
    MIT
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    Enables users to search for beauty products, manage shopping baskets, and complete purchases on Sephora via an AI assistant. It also provides functionality to check Beauty Insider reward points and tier status using browser automation.
    6
    7 npm
    MIT
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    MCP server for parfica.com, a Ukrainian-first fragrance encyclopedia. Enables AI assistants to search fragrances, get detailed profiles, and find cheaper similar alternatives via note overlap.
    3
    61 npm
    MIT