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120,987 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 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
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    Lets AI agents drive a real Chrome browser on the user's own machine — opening pages, having the user scan a QR code to log in, clicking, inspecting page structure, and capturing network traffic — then turning results into product shortlists and clickable links for shopping research on Taobao, JD, and Pinduoduo as well as general web tasks. It deliberately stops short of placing orders or entering payment.
    Apache 2.0
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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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    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
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    MIT
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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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    Enables AI assistants to search duty-free products, compare stored and live-confirmed airport shop prices, view price history, and look up products by barcode across more than 80 airports. It is read-only and links to shop offers without selling or reserving items.
    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.
    1
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    561 npm
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    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
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    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
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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
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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 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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    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
    9 npm
    MIT
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    Enables AI agents to search products, view item details, track and place bids, make Buy It Now purchases, view order history, and track shipments on eBay via browser automation with Playwright.
    7
    13 npm
    MIT
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    Enables an agent to shop the online drive services of French retailers (E.Leclerc Drive and Super U): search products, read ingredients and allergens, manage carts, check slots and minimum order amounts, and compare carts across retailers. Orders are never placed — slot booking and payment stay with the user in their own logged-in browser session.
    11
    62 npm
    MIT
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    Enables an AI assistant to connect to a personal Shisha Market account, manage listings with photos, track moderation status, edit or archive publications, and complete account authorization through browser approval.
    11
    MIT
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    Enables AI assistants to search and retrieve used and new car listings from carsales.com.au, with support for various filters and detailed listing information including images. It uses a real browser to bypass bot protection and integrates with MCP-compatible clients like Claude Desktop and Claude Code.
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    MIT
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    Lets an AI agent work with your own Amazon account in a separate local browser profile — reading order history and return deadlines, looking up products, and filling or editing the cart. Purchases happen only after you click "Place order" on an approval page, and no tool can place an order on its own.
    8
    MIT