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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 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
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an AI assistant to browse and interact with a real Android phone's Chrome — reading pages, navigating, clicking, typing, and running JavaScript — by reaching the browser's DevTools Protocol over an SSH tunnel relayed from the device.
    MIT
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    quality
    C
    maintenance
    Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.
    19
    6
    MIT
  • A
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    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
  • F
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    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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    Manage your Pantrist pantry, shopping list, recipes, and weekly meal plan from Claude. The server wraps the same public REST API that powers the iOS, Android, and web apps, so your changes show up in real time on every device. * "What's on my shopping list?" * "Add milk, eggs, and that brand of olive oil I had last week" * "What's expiring in the next three days?"
    14
    2
    MIT
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    quality
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    Lets any MCP client drive the Twilio Merch Store demo's WebMCP tools through a local Chrome, republishing the page's registered tools over stdio or HTTP without reimplementing them.
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server for PriceTrack that enables AI assistants to search live SaaS pricing, view verified price changes, and compare products side-by-side across 33,000+ vendors.
    4
    36 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Lets an MCP client check whether an ecommerce store can be read by AI assistants, auditing robots.txt to see which AI search versus training crawlers are blocked and sampling product pages to confirm structured data and facts survive in raw HTML without JavaScript. It can also generate a training-only opt-out robots.txt that leaves answer-engine crawlers allowed, all inside the conversation the user is already in.
    2
    MIT
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    quality
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    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.
    7
    MIT
  • A
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    A
    quality
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    maintenance
    Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools — search products, get product details, list 158 collections, generate outfit recommendations by occasion/budget/season, and view catalog stats. Weekly-synced from Shopify; MIT-licensed open dataset.
    6
    10 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search restaurants, browse menus, build a cart, and place foodpanda orders in Hong Kong (or other configured regions) on the user's behalf.
    11
    4 npm
    MIT
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    Enables AI agents to access Walmart product data including lookups, price history, offers, seller profiles, reviews, and sales stats via tools callable in MCP-compatible clients like Claude Desktop and Cursor.
    5
    15 npm
    2
    MIT