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20 Best YouTube MCP Servers: compared and ranked, November 2026Ranked from 977 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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    Not graded
    quality
    C
    maintenance
    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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    license
    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
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    Enables MCP clients to read Sponsored Products, Brands, and Display configuration, request performance reports, and prepare preview-first changes for explicitly allowlisted advertising profiles.
    31
    0
    Apache 2.0
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    license
    A
    quality
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    maintenance
    Enables MCP clients to read campaigns, performance, and conversions, then prepare and confirm changes for one ChatGPT Ads advertiser account. Write tools are opt-in and preview-first, with all requests scoped to the configured account and API key.
    30
    0
    Apache 2.0
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    Not graded
    quality
    B
    maintenance
    Enables MCP clients to read App Store campaign and performance data and to prepare preview-first, opt-in changes for explicitly allowlisted ad accounts.
    0
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Enables an AI grocery replenishment agent to interface with Korral's StoreLink stock API, providing tools to look up SKUs, get stock positions and gaps across stores, create replenishment orders (with buyer approval), and track order status.
    4
    -
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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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    quality
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    Extracts branded ingredients and kitchen tools from recipes, matches them to affiliate products, and generates shoppable ingredient lists to turn recipes into affiliate revenue.
    3
    89 npm
    1
    MIT
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    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
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    A
    quality
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    maintenance
    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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    license
    A
    quality
    A
    maintenance
    Enables AI agents to search and browse the Alza.cz catalog — product search, detail, comparisons, reviews, categories, deals, EAN lookup, pickup-point lookup and PC-build compatibility checks — with optional cart, delivery and checkout toolsets gated behind a one-time confirmation token. Uses Playwright-driven browsing to get past Cloudflare bot protection.
    17
    18 npm
    93
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Search Ukrainian marketplaces (OLX, Hotline, Prom; Rozetka via Bright Data MCP) from a plain-language prompt and get structured offers with prices and links.
    7
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Carrier-agnostic shipping labels as a self-hostable MCP server. Build one shipment request, get a tracking number and a print-ready label back for DHL, DPD, UPS, FedEx, GLS, Sendcloud, and Shipcloud.
    3
    2
    MIT
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    quality
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    maintenance
    Enables AI assistants to search car inventory, estimate import taxes (ISV) and resale values, and request quotes from Clara Carros, a Portuguese used and imported cars marketplace.
    9
    47 npm
    1
    MIT
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    Search for products available in physical stores near you. Find prices, stock, and store locations for hardware, tools, and construction supplies. Useful when you need something today and can't wait for delivery. 5 tools: search products, search stores, get product details, get store details, list categories. No authentication required. Covers ~2400 products across ~4000 stores in Spain.
    18
    1
    Apache 2.0
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    A
    quality
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    maintenance
    Fashion discovery MCP server for Indian Gen Z that enables AI assistants to search and discover fashion products from Klydo's platform.
    3
    20 PyPI
    1
    MIT
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    A
    quality
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    maintenance
    Enables searching and retrieving product information from Coupang (Korean e-commerce) via affiliate API, including product search, details, category bestsellers, and affiliate link generation.
    3
    MIT
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    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
    4 npm
    MIT
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    Enables AI agents to compute exact Etsy, eBay and Amazon FBA/FBM seller fees, profit, margin, break-even and target prices from current marketplace fee tables, plus free category and region lookups and 3-way marketplace comparisons. Every result returns an itemized fee breakdown, assumptions, fee-table version and links to official sources and matching calculators, so price and margin questions can be answered deterministically without scraping or API keys.
    13
    MIT
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    Get live UK 3D printing prices for your own STL/3MF/STEP files or Printables and Thingiverse models, with a checkout link. Also finds mail-in electronics repair prices and checks order or repair progress.
    9
    MIT
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    Enables discovering Indonesia's community marketplace Toco via MCP, with tools to search products, get details, variants, promos, reviews, stores, categories, vehicles, and properties.
    12
    0
    1
    MIT