"Executing Operations and Maintenance Tasks, Such as Deployment and Upgrades" matching MCP servers:

An (unofficial) MCP server for the Deutsche Bahn Timetables API — station search, planned departures, and real-time changes (delays, platform changes, cancellations) as tools for Claude and other MCP clients.

Unofficial MCP server for Yahoo! Transit that provides Japanese train route search (including last/first train), real-time service disruption info, and station timetables as MCP tools.

Exposes Victoria's public transport (PTV) GTFS timetable data as MCP tools, allowing LLMs to answer natural-language questions about routes, stops, and departure times.

An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabling clients to browse vehicles, manage rentals, and create reservations on behalf of a signed-in user.

MCP server that exposes Cloudbeds occupancy, check-ins/check-outs, and reservations as natural language tools, with read-only access and secure credential storage.

MCP server exposing CS Executive Services dispatch platform and airplanes.live flight tracking as portable, agent-agnostic tools.

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.

Enables AI agents to create persistent, shareable travel trip links by turning a list of legs into a URL that displays the trip on a private map. Supports detailed leg information such as mode, date, note, travelers, and lodging.

Enables planning bike routes using the BRouter engine, with support for waypoints, route profiles, and exporting routes as GPX or other formats.

Searches Google Flights, labels results as in-policy or out-of-policy based on a travel policy file, and ranks them by preferences like nonstop, alliance, or price.

MCP server that exposes BiziDashboard's historical and analytical data for the Zaragoza Bizi bike-share system as tools for LLM clients, enabling queries on rankings, occupancy patterns, mobility signals, alert history, and station rebalancing diagnostics.

A read-only MCP server that exposes personal Flighty app flight data as geo-ready legs with coordinates, enabling queries by date, year, or flight number, and aggregate stats.

Enables MCP clients to search one-way, round-trip, and multi-city itineraries and retrieve fares, flight legs, carbon emissions and price history as structured JSON.

An open-source MCP server that exposes the Amadeus Self-Service APIs as tools for flight status, delay prediction, flight search, passenger rights, and disruption handling.

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 querying real-time aircraft data from ADS-B Exchange using multiple query types such as callsign, registration, aircraft type, location, and more, via a FastMCP server with API key authentication.

Enables AI agents to automate Delta Air Lines tasks such as searching flights, managing bookings, and checking SkyMiles balances through Playwright-based browser automation. It supports the complete travel workflow including seat selection, check-in, and digital boarding pass retrieval.

Provides map services such as geocoding, POI search, and route planning through the Amap API, enabling AI applications to interact with map data via natural language.

A local stdio MCP server exposing the Bixi Montréal bike-share API as tools, enabling users to list stations in service and view their ride history through MCP clients.

Provides Naver Map API functions (geocoding, reverse geocoding, directions, static map, and usage queries) as MCP tools for use in Claude Desktop, VS Code, and other MCP clients.