"Resources for Learning Web Scraping" matching MCP servers:

MCP server for SYMONE — search motorcycle transport routes in France. Paris↔Marseille from 299€. No auth required.

Enables AI assistants to access real-time Transport for London data, including tube/bus arrivals, line status, journey planning, and disruptions.

Provides Google Maps functionality through Cloud Run, enabling route calculation, traffic analysis, route comparison, and trip cost estimation with rate-limited public access.

Google Hotels MCP server via direct RPC — no scraping, no browser automation. Three tools: hotel list search (16 filter slots: stars, price, amenities, brands, free cancellation), per-OTA rate plans and cancellation policies for a single hotel, and parallel top-N enrichment. One-command setup for Claude Code, Codex, and ChatGPT

A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service APIs, giving AI assistants like Claude Code 9 map tools: geocoding, route planning (driving/transit/walking/cycling), POI search, nearby search, distance measurement, and IP location.

Provides access to Deutsche Bahn train timetables, station information, and schedule changes through Model Context Protocol tools and resources.

Provides access to Amap (高德地图) web services including geocoding, POI search, and route planning (driving, walking, cycling, transit) with support for advanced parameters.

Enables flight search and price comparison by scraping flight information from Bing Flights. Supports one-way and round-trip searches with customizable passenger counts, cabin classes, and booking details.

Enables shipping and logistics operations through the Europarcel API, including order management, address lookup, pricing calculation, and package tracking. Supports both stdio integration with Claude Desktop and HTTP mode for web applications.

Enables discovery and summarization of public French transport data, including datasets, GTFS resources, regions, networks, and data-quality information, via transport.data.gouv.fr.

Enables AI agents to retrieve real-time weather conditions and forecasts via OpenWeatherMap API. Supports interactive weather queries and travel planning through MCP tools, resources, and prompts.

Model Context Protocol server that enables AI assistants like Claude to access searchapi.io API for searching Google Maps, flights, hotels, and other web information.

Enables AI assistants to retrieve real cabin layouts, compare free seats against traveller preferences, access seat reviews and ratings, and create seat alerts for flights across 150+ airlines.

Flexible multi-leg, multi-airport flight search that finds the cheapest route across an entire itinerary — available as a CLI and as an MCP server for AI agents.

Enables AI clients to search for domestic low-cost flight routes in China and verify flight options before purchase.

Integrates with Amadeus Flight Offers Search API to provide flight search capabilities through natural language interfaces, enabling users to search for flight options between two locations with specific dates.

An MCP server that gives AI agents live Google Hotels data (search, rooms, rates, cancellation) via internal RPC — no API key or scraping required.

Enables AI clients to explore cheapest destinations, optimize multi-leg flight itineraries, and reference airport/region data via MCP tools and resources.

MCP server for Japanese public transit journey planning with interactive map UI, enabling station search, route planning, and departure lookups via natural language.

MCP server for the Travelpayouts (Aviasales) API. It provides 13 tools for flight search, price calendars, hotel search, and airport/airline/city lookup.