"How to run Python code" matching MCP servers:

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

Enables AI assistants to plan container and truck loads from plain-English shipment descriptions, returning fitted containers, utilization, non-fitting items, and interactive 3D load plans.

Provides AI assistants with access to real-time flight data, airport schedules, delays, and aviation reference databases through natural language queries.

Buy and manage a global eSIM through chat. One universal eSIM for 192 countries, per-MB billing in USDT or USDC across TRON, Solana, BSC, Polygon, Optimism, Arbitrum, TON. Anonymous-flow by default — no account required.

An MCP server for live flight tracking and real-time status checks, including airport and airline code resolution, powered by the free AviationStack API.

MCP server that searches ITA Matrix for complex flight itineraries, supporting multi-city trips and custom routing codes, to help plan intricate travel plans.

An MCP server for automating Turo peer-to-peer car rental interactions using stealth browser automation. It enables users to search for vehicles, view detailed listing and host information, and create or manage car bookings.

Enables AI assistants to query and manage logistics shipment data, supporting operations like tracking, quoting, and performance analysis via nine tools backed by a demo dataset or a REST API.

MCP server for Indian Railways data, enabling AI agents to search trains, get schedules, live status, PNR info, and more without an API key.

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.

Enables AI assistants to search flights and hotels, access AI-powered price forecasts, set price alerts, and initiate travel bookings through the Hopper platform. It provides real-time pricing and booking management capabilities directly within the Model Context Protocol.

MCP server for Marriott Hotels that enables AI agents to search hotels, manage reservations, check in, and interact with the Marriott Bonvoy loyalty program via browser automation.

Exposes Google Places and Routes functionality as tools for searching, geocoding, place autocompletion and details, photos, directions, and route search, usable from Codex and Claude Code clients.

Unofficial Python SDK and MCP server for Ryanair flight search. Find one-way fares, explore destinations grouped by country or region, and discover the cheapest day to fly between any two airports. No API keys.

An MCP server that enables AI agents to search Hilton hotels, manage reservations, and check Hilton Honors status through browser automation. It supports the full booking flow, points redemption, and digital key access via natural language commands.

Give AI agents the ability to search private jets, compare aircraft, get quotes, and submit charter requests through natural language.

Enables users to automate Zipcar car sharing tasks such as searching for available vehicles, managing reservations, and ending trips using stealth browser automation. It provides a standardized interface for interacting with Zipcar's services through natural language and the Model Context Protocol.

Enables AI agents to search hotels, check availability, manage reservations, and book rooms on Booking.com via browser automation.

Enables hotel search, booking, reservation management, and rewards tracking for IHG hotels via browser automation.

A Model Context Protocol server that allows large language models to search for and analyze Chinese railway (12306) tickets through a simple API interface.