"Automating Browser Operations with Scripting or Tools" matching MCP servers:

Safe-write Shopify operations MCP server with plan-before-execute writes, out-of-band approval, and tamper-evident audit trail.

Helps a commerce operations analyst investigate stuck synthetic orders, diagnose blockers from stored facts, and create auditable human-review escalations without changing fulfillment state.

Enables AI agents to independently investigate and resolve e-commerce order issues, particularly refund processing, with tools for order search, refund eligibility checks, and safe refund execution.

Personal-use MCP server that searches Coupang through your own Chrome browser, enabling product search, detail, reviews, orders, cart, and checkout preview without API keys.

Provides MCP tools for searching and comparing products on Wildberries (and Ozon planned), including product search, detailed card retrieval, and review fetching, normalized for LLM consumption.

Jewellery sizing and gemstone grading tools by FITINY. Carat-to-millimetre conversion for moissanite, diamond and cubic zirconia corrected for each stone's density — every chart online is calculated for diamond, which is wrong for moissanite by about 9%. Also covers GIA colour (D-K) and clarity (FL-SI) scales, ISO 8653 ring size conversion across US/UK/EU, necklace lengths and stud diameter.

Lets AI agents drive a real Chrome browser on the user's own machine — opening pages, having the user scan a QR code to log in, clicking, inspecting page structure, and capturing network traffic — then turning results into product shortlists and clickable links for shopping research on Taobao, JD, and Pinduoduo as well as general web tasks. It deliberately stops short of placing orders or entering payment.

Enables agents to manage a store's catalog, storefront, orders, customers, discounts, and reporting through scoped MCP tools while keeping credentials in local configuration.

Enables AI assistants to look up customers, orders, products, and stock; take role-restricted actions such as creating orders and handling refunds; enforce business rules; and maintain a tamper-evident audit log.

Enables AI assistants to act as a Shopify shopping assistant and catalog auditor by answering from the live storefront: filtered product search, deals, comparisons, recommendations, policy and page lookups, verified cart permalinks, and a whole-catalog listing-quality audit. All operations are read-only, so nothing is ever written to the store.

Enables role-based order management through MCP tools, allowing users to view and refund orders according to their permissions (USER, MANAGER, ADMIN) with audit logging and JWT authentication handled by a FastAPI client.

An autonomous AI operations hub for enterprise e-commerce that uses a decentralized MCP mesh and LLM-as-Judge consensus to detect and self-heal infrastructure issues.

MCP server that uses a visible Playwright browser to search products and manage an Amazon Business cart, requiring manual login for security, and never finalizes orders.

Enables agents to access 30 pay-per-event Apify actors for ad, video, reel, and audio transcripts; Google Trends and keyword demand; job boards; Amazon product data; and Instagram data, charging only per delivered item.

Enables AI assistants to check order status and prepare versioned address change proposals that require application-owned approval.

MCP server exposing tools for a small food business: catalog, booking capacity, stock, catering quotes, and orders. Enables natural-language interaction with these operations via any MCP client, including a LangGraph agent.

Enables MCP clients to run eight pure-HTTP B2B scraping and enrichment engines for skip tracing, social/video transcript extraction, sold-comps research, building permits, Maps contact discovery, email verification, hiring-intent detection, and Shopify lead generation, including a zero-signup one-row free preview fallback.

Enables AI agents to interact with Juspay's payment processing APIs and merchant dashboard for managing orders, transactions, refunds, customers, gateways, and reporting through natural language.

Enables read-only, local browser-based access to logged-in sessions on Xianyu, Taobao/Tmall, JD, and Pinduoduo for product search, detail inspection, link building/parsing, and cookie status checks, without chat, cart, ordering, or payment actions.

Enables scanning code and URLs for API deprecations, auditing websites for professional quality, and running resale value scans from photo URLs over MCP streamable HTTP.

Enables AI agents to manage e-commerce operations (products, carts, clients) through WhatsApp via Chatwoot, using MCP tools for inventory, cart, and customer management.

An MCP server that lets Claude and other clients query DataDive niches, keywords, competitors, and Rank Radar data using your API key, including tools for managing dives and rank radars.

Provides tools to access real-time Amazon data, including product details, reviews, offers, influencer profiles, and deals, through a FastMCP-based server.

Enables scraping Walmart product data, including product details, top products by category, and monitoring scraping tasks.

Provides access to the Invoices Generator API to create professional, customizable invoices with detailed buyer, seller, and service information. It supports multiple languages, currencies, and tax configurations through a standardized tool interface.

Enables access to the Recash1 API for searching and retrieving product information from a database, including filtering products and getting all products with their codes.

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

Enables AI assistants to search the SocialGO SMM platform catalog and place social-media-marketing orders.

Quotes Australian domestic and outbound international parcel postage from two independent sources in a single call, resolves postcodes to suburbs and states, and calculates the volumetric weight carriers actually bill on. Every quote carries its pricing basis, and results are never ranked across currencies when no exchange rate is available.

Enables Claude to interact with Zepto's live quick-commerce platform through natural language, exposing tools to browse order history, resolve saved addresses, search store inventory, update the cart, retrieve payment methods, and place two-phase confirmed orders with autonomous recovery from store-routing errors.

Enables AI assistants to generate 3D product viewers, AR try-on experiences, Shopify integrations, and SEO metadata for e-commerce stores.

Provides structured dealer brand data including inventory, promotions, reviews, and dealer profile via MCP tools, enabling LLMs to answer accurate brand-related queries.

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.

Enables AI listing assistants to validate marketplace draft listings against seller-provided item specifics, returning PUBLISH or REVIEW with the exact words behind every unbacked claim.

Enables AI assistants to search Bangladesh's automotive parts catalogue and vehicle listings in BDT, compare cars, check auction status, and look up part or listing details. It also supports buying guides and preparing a purchase handoff for a human buyer, with optional authenticated ordering tools.

Enables read-only search of the Tesco Ireland grocery catalogue via the Model Context Protocol, returning product names, brands, EUR prices, unit prices, promo labels and product URLs. Supports single or batched queries (up to 10 per call) with count/offset pagination, sequential pacing, and per-query status reporting; no login, basket or checkout.

Finds coupon codes for any online store, returning likely-to-work codes for a given store domain or URL.

MCP server that lets a chatbot browse eSIM plans, sign in, prepare quotes, and execute wallet or card purchases on an existing eSIM platform, with safe typed tools.

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.

Enables AI agents to manage Shopify store operations through the Admin GraphQL API, including products, orders, customers, inventory, and discounts via natural language, with safeguards for destructive actions and cost tracking.