"Exploring GraphRAG and HybridRAG" matching MCP servers:

MCP server for searching Fiverr gigs, comparing freelancer packages, reading seller reviews, and exploring service categories. Provides structured tools for gig search, details, seller profiles, reviews, and category browsing with built-in anti-bot handling.

Complete Vinted MCP and CLI Server

Get live UK 3D printing prices for your own STL/3MF/STEP files or Printables and Thingiverse models, with a checkout link. Also finds mail-in electronics repair prices and checks order or repair progress.

Enables watching competitor Shopify, WooCommerce, and SaaS pricing and changelog pages, returning only what changed since the last run as price, stock, product, plan, and changelog diffs. Runs on Apify with per-event pricing and saved state keys for separate baselines.

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

Enables searching live and ended eBid listings, retrieving bid history, and exploring category trees from the eBid.net marketplace via the official eBid Trading API.

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 AI assistants to read-only access Catawiki auction marketplace data, including searching lots, inspecting items, browsing categories, and exploring auctions.

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 searching Xianyu (Goofish) listings, fetching item details, taking keyword-monitor snapshots, and publishing secondhand products through MCP tools with local-session authentication.

Enables users to check a Pokémon trading-card listing for deterministic, rule-based risk signals such as proxy wording, missing cert numbers, off-platform payment requests, and suspiciously low asks, along with a common-fakes checklist and ready-made sold-comp search links. It is informational only and never authenticates, grades, appraises, or returns prices.

A reference MCP server for a fictional bike shop that enables managing customers, inventory, orders, and outbound messages, demonstrating best practices for building MCP servers.

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

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

Enables AI agents to read-only analyze a SQLite e-commerce database, exploring schema and running analytical SQL queries over stdio.

Enables searching and browsing 45,000+ classified ads on Joomil.ch, including filtering by category, canton, price, and location, retrieving listing details, and exploring categories.

Enables querying thousands of UK paint colours, finding visually equivalent alternatives across brands, planning room projects, and exploring market trends.

Provides AI agents with 0–100 marketplace-evidence scores for retail product listings, enabling inspection and comparison of products across Amazon, Walmart, Target, and Best Buy using native retailer IDs.

Live USPS, UPS, FedEx and DHL Express parcel rates from a US origin, domestic or to Canada, the UK, Germany and Australia, from a plain-words item description: no scale, no account, no API key. Also creates checkout links, reports checkout status, tracks parcels bought on smklog.com and serves a monthly US parcel price index.