"Setting up an MCP server in Kubernetes" matching MCP servers:

MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.

Enables plain-language growth marketing maths — CAC, LTV, ROAS, PPC forecasts, budgets, CLV and ecommerce metrics — alongside SEO and AI-visibility checks such as robots.txt AI-crawler audits, JSON-LD schema and meta tag generation. It is free, read-only and needs no authentication or API key.

Enables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.

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 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.

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.

Enables MCP clients to look up manufacturer part numbers for pricing, inventory, lead times, documents, and images via the upstream product information API, supporting single and batch queries.

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.

Lets AI assistants look up product details — what each product does, who it's for, what it needs, and what it costs — along with checkout availability, so they can recommend the right tool accurately.

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.

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?"

Enables an LLM agent to query a Shopify store's catalogue and stock via MCP, with tools for product search, product details, per-location inventory, and low-stock reports.

An MCP server that exposes SF Supplies product search API to LLM tools. Supports free-text search, autocomplete suggestions, and retrieving filterable attributes.

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.

Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and update stalls and products in both the NIP-15 dialect and the Shopstr-modern NIP-99 dialect, including the cache POST that makes Shopstr cards actually render.

Enables MCP clients to search Amazon products, retrieve product details by ASIN, look up seller profiles, and browse seller catalogues as structured JSON across 23 regional Amazon domains.

MCP server for Yandex Eda (food delivery) that allows checking authorization, setting delivery address, searching restaurants, viewing menus, managing cart, and placing orders with safety features.

Lets an MCP client check whether an ecommerce store can be read by AI assistants, auditing robots.txt to see which AI search versus training crawlers are blocked and sampling product pages to confirm structured data and facts survive in raw HTML without JavaScript. It can also generate a training-only opt-out robots.txt that leaves answer-engine crawlers allowed, all inside the conversation the user is already in.

An MCP server that lets an LLM search and inspect eBay listings through the official Browse API.

Enables users to browse a menu of 8 food items including pizzas, burgers, and drinks, and look up item details by ID through the get_menu tool.

Enables an AI agent to search stores and dishes, browse menus, add items with options and quantities, and read a checkout snapshot inside the user's own logged-in Chrome session, placing an order only after explicit approval. Ordering is gated behind a review step with a one-time confirm token, spend caps, and post-order delivery tracking, while card numbers and addresses never appear in the conversation.

Ask your AI assistant about LEGO sets, find specific bricks, look up minifigures, browse themes, and compare sets. All backed by Rebrickable's catalog (26k sets, 62k parts, 17k minifigs), not hallucinations.

An MCP server to query the leparrain.com referral directory and automatically inject the correct referral link.

Enables an AI assistant to search a Hong Kong online mall for a whole shopping list, compare prices and unit prices, show product cards with photos, read order history, and set quantities in the user's real basket. It never places, pays for or changes an order, so checkout stays with the user.

Wildberries seller API in your AI assistant: sales and stocks, product cards, prices and promotions, financial reports and reviews. 307 methods across all 17 Wildberries hosts live in a YAML catalog the server executes, the agent searches it in plain language, and every method carries an access class so writes and irreversible calls ask for confirmation.

Provides read-only access to iranketab.ir, enabling book searches, comparison of translations and editions, and retrieval of prices in Toman, stock, ratings, and reader comments.

An MCP server for Nordic grocery shopping that finds deals across supermarkets in Denmark, Norway, Sweden, and Finland, plans weekly dinners around cheap ingredients, and generates shopping lists grouped by store.

Ozon Seller API in your AI assistant: products, FBS and FBO orders, prices, stocks, finance and reviews. 441 methods live in a YAML catalog the server executes, the agent searches it in plain language and calls a method through three generic tools, and every method carries an access class so writes and irreversible calls ask for confirmation.

Enables product search and discovery on Galaxus and Digitec, with tools for searching, browsing, comparing, and looking up prices and specifications.