"Understanding and Working with a Huge Codebase" matching MCP servers:

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.

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

Complete Vinted MCP and CLI Server

This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

Lets any MCP-compatible AI agent search live resort inventory, request exact all-in quotes including transfers, and start real hotel bookings that the traveler completes on a hosted Stripe checkout.

Enables querying sales data, identifying out-of-stock products, viewing top sellers, and receiving restock suggestions through natural language.

MCP server for Buy Me A Pie that allows managing shopping lists and items through natural language.

Model Context Protocol server for the GlobKurier API. Enables AI assistants (Claude, Cursor, Cline and others) to track shipments, search shipping products and generate purchase links.

An MCP server that exposes tools for querying a bookstore inventory, allowing AI agents to search and retrieve book information via the Model Context Protocol.

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

Enables AI shopping agents to verify a storefront's legitimacy before committing payment by checking domain registration, SSL certificate history, HTTPS validity, and known-scam blocklists, returning a trust score with explainable reasons and a clear recommendation.

Enables AI agents to safely interact with a SQLite shop database through schema discovery, read-only SQL queries, and pre-built analytics reports like top customers, top products, and revenue summaries.

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.

Enables AI agents to interact with Distru's ERP data through read tools and a guarded sales-order draft tool, using realistic fixture data by default or the live public API with an optional token. It provides dry-run writes bound to a confirmation token, JSONL audit logging, and a purchase-order matcher that flags catalog traps instead of guessing.

Enables browsing and searching the Woolworths New Zealand grocery catalogue, retrieving product details, checking specials, and managing a shopping trolley with optional account sign-in.

Enables querying a generated wardrobe catalogue through stdio, with tools to list, retrieve, and search garments and attributes, search narration, and log wear history.

A demonstration MCP server that exposes a mock merchant catalog with tools for product search, availability checking, and order placement, along with a catalog resource and gift-finder prompt.

BuyKing is a semantic search MCP server for Saleplaza's global hot deals. Search across Korean, US, and Japanese markets simultaneously — with 1,000+ multilingual keywords and smart language-priority sorting, all delivered with the bold 'BuyKing' AI persona.

A unified MCP connector for Bangladeshi couriers, enabling parcel booking and tracking across multiple services through a single interface.

Provides AI agents with Magento 2.4.8-p5 / PHP 8.3 technical standards, patterns, and review checklists via MCP tools, enabling them to reference the single source of truth when working on Magento projects.