"Understanding File Usage" matching MCP servers:

Real-time, structured Amazon data for AI agents across 21 marketplaces: product details, seller offers, search results, 12-month sales history, Best Sellers Rank, package dimensions, and seller intelligence. 16 tools including free bulk-job monitoring and account usage tracking, available as a hosted endpoint or via npx.

An MCP server for searching and comparing travel eSIM data plans by country, planning multi-country trips, and optionally checking eSIM usage with an API token.

Enables AI clients to start and monitor Amazon product extraction jobs, retrieve cached product media, convert Amazon playlist videos to MP4, and check account usage through a hosted MCP endpoint or local stdio bridge.

Enables AI assistants to serve read-only, voice-ready Spanish (Nicaraguan voseo) answers about a small-business management SaaS, covering today's sales, sales periods, low stock, product prices, open inventory counts, and product-usage help grounded in the official manual. Each business connects with its own revocable AI-access token and only sees its own data.

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

Enables interaction with the Pulse usage-based billing platform to track metering events, manage customers, and generate invoices. It also supports managing products, payment links, and AI agent usage directly through MCP-compatible assistants.

Enables AI-powered image, video, and 3D processing alongside asset, product, Shopify, Supplier Portal, and Sirv CDN file management through 54 tools.

Enables AI agents to discover new and pre-launch Shopify stores from public CT logs and RDAP data, and to check any list of domains for Shopify usage with registration dates and store metadata.

Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling AI agents to manage customers, products, invoices, and orders. It features specialized search tools and server-side filtering to efficiently interact with Dolibarr's REST API while minimizing token usage.

Enables AI assistants to compare published prices and licence terms for email verification credits, sound effect packs, and font licences against a given usage, returning ranked options with source links and the date each price was checked. It is read-only and requires no account, API key, or sign-in.

Enables agents to list Uber Eats orders, fetch itemized receipt and summary files, and update group-order debt ledgers that preserve existing rows and paid state. It also exports a live Safari browser session cookie to a private file for authentication.

Enables AI assistants to manage film equipment inventory, clients, rental sessions, and statistics through the Film Equipment Rental WordPress plugin API.

Exposes the WalletWallet pass API as MCP tools for creating and updating digital passes, supporting Google Wallet links and usage checks.

Enables AI assistants to search Australian retailers and fill the user's own online shopping cart through tools for product search, adding items, setting quantities, and checking connection and usage status. Supports Woolworths today, with Coles, Amazon Australia, Kmart and BIG W planned.

Enables OpenClaw agents to discover and purchase official checked records directly from the live Paylyte MCP, paying from a Coinbase Wallet or CDP on Base, and receiving verified file bytes with a hash and Bitcoin stamp.

Enables AI assistants to run a Gumroad store through the API v2, covering product creation, publishing and archiving, file and image management, sales listing and refunds, receipts, subscribers, license keys, offer codes, custom fields, stock, and webhooks. It also scans the public Gumroad storefront by keyword to size a niche (product count, price spread, top sellers) before you launch into it.

Enables AI agents to interact with live Shopify stores through Admin and Storefront APIs for tasks like GraphQL execution, bulk operations, and file uploads. It includes built-in rate limiting and operation logging to manage store data and schema discovery securely.

Serves a product store's catalog over MCP tool calls so agents can search products, add items to a cart, inspect the cart, and complete checkout without parsing full HTML pages. This keeps action payloads and token usage far smaller than DOM scraping, especially as catalogs grow, and also works through Chrome's native document.modelContext API.

Enables natural-language shopping queries on a fashion inventory flat file, with tools for searching products and recommending matching items via OpenAI.

Enables AI clients to securely access a user's profile, orders, invoices, subscriptions, and usage stats through OAuth 2.1 with PKCE.

Enables MCP clients to authorize Alibaba.com sellers via OAuth 2.0 and then publish or update B2B product listings from minimal briefs or full manifests, uploading local images/videos to the photo bank, generating AI-written product details and per-platform social posts, and tracking token usage with USD cost estimates.

Enables sellers to connect one or more MercadoLibre store accounts to Claude over OAuth 2.0 with PKCE and ask about sales, orders, questions, catalog buy box, promotions, reputation, and competitor pricing in natural language, with optional write actions for pricing, stock, listings, and buyer replies. Supports consolidated multi-store reporting and requires no backend server, keeping tokens in a local file on the user's machine.