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20 Best Spreadsheets MCP Servers: compared and ranked, November 2026Ranked from 951 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables AI assistants to manage Google Merchant Center accounts via the Merchant API, including product feeds, promotions, data sources, and MCQL reports with read and write operations.
    28
    733 npm
    MIT
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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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    MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.
    MIT
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    Enables self-hosted advertising account reads and governed Search campaign creation or edits, with optional Merchant Center product feed and reporting tools.
    Apache 2.0
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    Enables users to manage any Google Ads account through Claude Code or Claude Desktop, automating campaign creation, ad copy generation, asset and image handling, bid optimization, and performance reporting. It covers Search, Shopping, Performance Max, and Display campaigns with multi-country configuration, batch processing, guardrail validation, and Merchant Center integration.
    1
    MIT
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    Enables AI assistants like Claude, ChatGPT, and Cursor to query GA4 traffic, conversion, channel, e-commerce, and demographic reports conversationally, and to manage properties, data streams, audiences, key events, and other configuration through 62 read and write actions. Access can be scoped per account with read-only mode and destructive actions disabled by default.
    MIT
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    A unified MCP server that gives AI assistants direct access to Google Analytics 4, Google Search Console, Google Ads and Google Merchant Center data using OAuth2 user credentials.
    MIT
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    Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.
    MIT
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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
  • F
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    MCP server that provides tool-based access to the UBEats Backoffice API (reports, orders, and catalog) with automatic Keycloak SSO authentication, enabling users to query delivery and financial data via natural language.
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    Remote MCP server that lets ChatGPT Business and other MCP clients query and mutate Google Ads accounts via service-account authentication, with generic read/write tools plus convenience tools for reporting, campaigns, budgets, keywords, assets, audiences, and Performance Max. Includes dry-run support, budget/bid guardrails, and structured audit logging.
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  • F
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    Enables management of Google Ads accounts via MCP, providing read and write tools for campaigns, ad groups, keywords, assets, and more, with support for reporting and mutations.
    -
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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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    A read-only MCP server that exposes the full Shopify Admin GraphQL API through 6 universal tools, with multi-store support and mutation rejection at the parser level for safety.
    6
    25 PyPI
    1
    MIT
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    Wraps the Hertwill dropshipping API to let AI agents discover products, evaluate margins, manage import lists, and sync to Shopify/WooCommerce via natural language.
    11
    24 npm
    5
    MIT
  • F
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    Enables AI agents to answer analytical questions about an online store's SQLite database through specialized read-only tools, without any risk of modifying the underlying data.
    8
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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
  • F
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    Enables read-only interaction with an online store's SQLite database over MCP stdio, including table listing, schema inspection, safe read-only SQL execution, and sales analytics. It rejects mutating SQL operations to keep data intact.
    4
    -
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    Enables LLM agents to retrieve live, accurately labeled data from DNS (dns-shop.ru) — city-specific pricing, product search with filters, ratings, reviews, store stock, and price history — while avoiding common data misinterpretations.
    2
    5
    1
    MIT
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    Enables users to find Shopify, WooCommerce, and BigCommerce stores selling a given product by searching Google and confirming each candidate's platform on its own homepage. Returns per-store platform evidence, payment methods, product counts, Tranco traffic rank, and contact links via an Apify actor.
    1
    79 npm
    MIT
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    Enables AI assistants to identify wines from text, retrieve detailed vintage fact sheets, and search observed Swiss-market shop prices, all with read-only MCP tools.
    5
    MIT
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    Live Amazon marketplace data for AI agents: product details, prices, reviews, keyword search, best-sellers, deals, offers and stock, and seller profiles across 20 marketplaces.
    12
    1
    MIT