"Categorizing messages such as emails or system logs" matching MCP servers:

MCP server for DynamicWeb 10 Admin API. Enables full management of item types, fields, pages, paragraphs, products, and API discovery via natural language.

Enables users to manage package deliveries through the Parcel.app tracking API. It allows AI clients to list active or recent deliveries and add new packages directly to a Parcel account using tracking numbers and carrier codes.

A full-stack AI application implementing a Model Context Protocol server for retail operations. It enables users to query inventory, analyze pricing elasticity, and get demand forecasts through a conversational interface connected to Firebase Firestore.

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.

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

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 querying Shopify App Store apps and Chrome Web Store extensions by category, keyword, or listing URL, returning ratings, reviews, pricing or user counts, and developer website, domain, address, and email. Filters by minimum rating or reviews and produces one row per listing ready for outreach or enrichment.

MCP server for KSP, Israel's electronics retailer. Enables searching products by name or filters, getting product details, and browsing filters via KSP's internal JSON API.

Enables AI agents to manage a local-first household inventory, recording receipt emails and maintaining a probabilistic estimate of stock levels. Provides tools to query stock, identify items to reorder, and correct ingestion errors, all without any cloud dependency.

Enables read-only search and retrieval of the public Reknihy.cz book catalog, including filtering, sorting, ISBN lookup, category browsing, and access to product details such as price, availability, and images.

Enables AI assistants to find, book, and cancel salon appointments via SalonRunner accounts. Self-hosted for local or remote use.

Enables MCP clients to search anonymous, read-only second-hand listings with query, price, sort, and pagination filters, returning match counts and listing details such as price, brand, size, condition, and links.

Enables MCP clients to search Walmart products by keyword or category, retrieve product details including the buy box and other sellers, and page through customer reviews with filters, all as structured JSON without a Walmart developer account.

An MCP server that gives Claude the ability to read, validate and write EDIFACT, ANSI X12 and cXML messages.

Enables LLM agents to fetch live Yandex Market data via plain HTTP, with honest labeling of prices (pay-card vs plain vs discounted), sponsored tiles, seller and model-group ratings, reviews, questions, and seller legal details. It avoids common scraped-data traps such as misleading discounts, captcha pages, and cross-border or conditional offers.

A Model Context Protocol server that exposes the StoreSignal API as tools, so any MCP client can analyze Shopify stores and run market intelligence queries conversationally.

MCP server that provides tools for order lookup, return eligibility checks, return processing, billing status, and human escalation, simulating a return/billing inquiry triage system using local JSON data.

The rush-gift-mcp server helps users en route to an appointment find last-minute gift recommendations and pickup stores along their route, considering time constraints, budget, and relationship. It provides AI-driven planning tools that calculate detour feasibility and generate appropriate gift messages.

Enables AI assistants to fetch live gold, silver, platinum, and palladium prices by karat and currency, calculate jewelry melt value, and convert exact gold weight units such as tola, troy ounce, and Thai baht.

MCP server for the Löwen Menü IBS5 school-lunch ordering system, enabling an LLM to browse weekly menus, manage a shopping cart, and place meal orders.

Enables searching and retrieving book details from the Kvartirabooks store/library catalog, including availability for purchase or borrowing.

Buy at cash-only or unsupported shops by paying crypto (BTC signet, USDC) to a proxy shopper through a 2-of-3 escrow with timelocks over Nostr, or earn as a proxy shopper. Tools that move money act only with confirm: true.

Extracts product information such as price, stock, images, and sizes from e-commerce websites using stealth browsing techniques.

Enables LLMs to manage e-commerce seller workflows through natural language, including marketplace search, listing publication and updates, buyer questions, orders, shipping labels, messages, claims, reputation metrics, catalog, promotions, ads, and fulfillment operations. Provides 42 tools with OAuth authentication and a security layer.

Enables AI agents to search Alza.cz's product catalog, retrieve details and reviews, and perform authenticated shopping actions such as managing carts, selecting delivery options, and placing orders through the Model Context Protocol.

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.

Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP clients like Claude Code, using the same authentication as the CLI.

Enables read-only access to Printful store data, letting AI assistants inspect orders, print files, and products without being able to approve orders or start production.

Enables AI agents to search Iranian Android app stores, Cafe Bazaar and Myket, and retrieve app metadata such as version, rating, installs, size, update date and price, plus side-by-side comparisons of the same package across both stores and per-category top or newest listings. It is read-only and metadata only, returning compact JSON with store page URLs and supporting both Persian and English queries.

Lets an agent look up, live at the checkout, what to do before paying at an Israeli store — such as buying a discounted gift card or opening a cashback link — ranking options with a locally stored list of the user's providers and returning a source and link for every answer. It also refuses to guess when no result exists and never buys, generates codes, or stores anything beyond the user's provider names.