Skip to main content
Glama
95,748 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"A guide to finding webpage information within a browser" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    B
    maintenance
    Enables local, read-only product-data checks for reviewing product records, comparing feed snapshots, and comparing dimensions against source rules, returning match or hold decisions without fetching references or modifying feeds.
    3
    MIT
  • A
    license
    B
    quality
    C
    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
    B
    quality
    D
    maintenance
    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
    F
    maintenance
    Enables product search, price comparison, and price history analysis across 6 European marketplaces (DE, AT, GB, FR, IT, ES).
    19
    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.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to look up manufacturer part numbers for pricing, inventory, lead times, documents, and images via the upstream product information API, supporting single and batch queries.
    2
    1
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Real Amazon (US, UK, DE, CA, AU) & Walmart shopping data for AI assistants: ranked product shortlists, current prices, live stock, real ratings, and price/BSR history from a 17M+ product warehouse. Free hosted endpoint, no signup — 30 queries a day.
    3
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Finds coupon codes for any online store, returning likely-to-work codes for a given store domain or URL.
    1
    57 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server that detects affiliate links and provides information about Tracklix, enabling AI assistants to answer affiliate-link-related questions without any network calls or API keys.
    2
    39 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables an LLM agent to search products, manage a shopping cart, and reorder from purchase history at the Rami Levy supermarket chain via its real API.
    7
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search hotel rooms by number of nights within a flexible date range, returning real prices and the cheapest deals with booking links. It also supports city resolution, hotel listing, and offer details for external booking completion.
    4
    -
  • F
    license
    A
    quality
    C
    maintenance
    Enables safe read-only analysis of a local SQLite e-commerce database over stdio, providing tools for schema inspection and parameterized SELECT queries.
    2
    -
  • F
    license
    A
    quality
    B
    maintenance
    Enables AI shopping agents to verify a storefront's legitimacy before committing payment by checking domain registration, SSL certificate history, HTTPS validity, and known-scam blocklists, returning a trust score with explainable reasons and a clear recommendation.
    1
    36 npm
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to safely interact with a SQLite shop database through schema discovery, read-only SQL queries, and pre-built analytics reports like top customers, top products, and revenue summaries.
    6
    52 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to search a public tire catalog and professional tire test data — finding tire models, checking their known size variants, comparing 2-4 models, and collecting cited test results — through 12 read-only tools and four workflow prompts over stdio.
    12
    MIT