"Creating Web Scraping Tools for Extracting Data from Websites" matching MCP servers:

MCP server providing AI agents with access to Japanese data APIs (address, furigana, transit, diet, holiday, weather, houjin) via a pay-per-use x402 payment protocol.

Enables evidence-driven motor-carrier search, qualification, risk assessment, monitoring, and TMS integration directly from Claude Code and MCP clients.

Enables querying SNCF Open Data (train schedules, stations, punctuality, etc.) through natural language or direct tool calls, with dataset search, metadata retrieval, and ODSQL querying.

Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply from data.gov.sg.

Enables searching and querying US Department of Transportation open datasets via Socrata API, allowing AI agents to find datasets, run SoQL queries, and retrieve metadata.

Provides structured Airbnb search results, listing details, and calendar availability through an MCP server.

Enables travel agents to manage the full trip-quoting lifecycle, including searching flights and accommodations, building personalized itineraries, checking entry requirements and cancellation policies, creating and monitoring bookings, and getting upsell recommendations.

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

MCP server for the MLIT Data Platform that enables natural language search and retrieval of Japanese government infrastructure and transport data.

MCP server that enables AI assistants to search for rental cars, query prices, and access map services using the AMAP API.

Official aviation data MCP by Flight Master DAST (航班管家 DAST), providing flight status, route search, onboard comfort, delay and cancellation risk, airport weather forecasts, and real-time or historical flight trajectories.

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

MCP server providing access to Malaysia's government datasets, dashboards, weather forecasts, and transport data through a unified search system and hybrid data access architecture.

Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wikipedia, ArXiv, and simulated Airbnb searches via MCP.

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

An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to query real-time disruptions, passenger frequencies, station details, and more without an API key.

Enables querying maritime vessel data via MCP tools and resources, including vessel search, port proximity, and vessel details lookups.

Read-only MCP server for vessel identity lookup, AIS-style positions, tracks, port calls, carrier schedules, vessel schedules, and delay heuristics with source attribution and BYOK provider support.

Provides access to Google Maps API functionality including places search, geocoding, directions, distance matrix, elevation data, and static map generation through the MCP interface.

Provides access to real-time and historical flight data from Flightradar24 API, enabling users to track live aircraft positions, query flight histories, and retrieve comprehensive aviation information including aircraft, airline, and airport details.