"Context Memory Systems and Techniques" matching MCP servers:

• Aviation Model Context

  blevinstein

  A

  license

  B

  quality

  F

  maintenance

  Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.

  Last updated 2025-05-13

  1

  27

  9

  MIT

• Accessibility Mobility Context

  srijapentyala

  A

  license

  -

  quality

  D

  maintenance

  This MCP server helps people with disabilities plan accessible trips by fusing calendar events, transit accessibility data, venue info, and weather into a context package for AI assistants.

  Last updated 2026-04-04

  MIT

• ttc-mcp

  EmilSoleymani

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol server for Toronto Transit Commission (TTC) that exposes subway, streetcar, and bus schedules, real-time arrivals, vehicle positions, and service alerts, plus multi-modal trip planning.

  Last updated 2026-07-24

  1

  1

  MIT

• 12306-MCP

  freestylefly

  A

  license

  A

  quality

  D

  maintenance

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

  Last updated 2025-05-28

  8

  1,773

  18

  MIT

• 12306 MCP Server

  drfccv

  A

  license

  A

  quality

  C

  maintenance

  A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.

  Last updated 2026-07-17

  7

  351

  MIT

• KMB Bus MCP Server

  kennyckk

  A

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server that provides real-time access to Hong Kong's KMB and Long Win Bus route information and arrival times, enabling Language Models to answer user questions about bus routes, stops, and ETAs.

  Last updated 2025-08-29

  5

  3

  Apache 2.0

• DB Timetable MCP Server

  jorekai

  A

  license

  A

  quality

  C

  maintenance

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

  Last updated 2026-07-17

  4

  75

  16

  MIT
• 

  Variflight MCP Serverofficial

  variflight

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server implementation that provides tools for querying flight information, weather data, and flight comfort metrics through Variflight services.

  Last updated 2026-04-20

  8

  4,330

  30

  ISC

• Vilnius Transport MCP Server

  sarunasdaujotis

  F

  license

  B

  quality

  D

  maintenance

  Enables Large Language Models to access real-time data on Vilnius public transport stops and routes through the Model Context Protocol.

  Last updated 2025-01-21

  2

  1

• FlightRadar MCP Server

  Cyreslab-AI

  A

  license

  C

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that provides real-time flight tracking and status information using the AviationStack API.

  Last updated 2025-04-26

  3

  3,787

  7

  MIT

• SearchAPI MCP Server

  lianshuang-photo

  A

  license

  D

  quality

  D

  maintenance

  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.

  Last updated 2025-06-02

  9

  2

  MIT
• 

  mcp-supertoursofficial

  supertours

  A

  license

  -

  quality

  C

  maintenance

  Tour and excursion search on supertours.ru — destinations across Russia and abroad.

  Last updated 2026-05-27

  MIT
• 

  RollingGo-Hotel-MCPofficial

  RollingGo-AI

  A

  license

  -

  quality

  B

  maintenance

  RollingGo MCP is a high-performance hotel search and recommendation service built on the MCP (Model Context Protocol) standard. It connects large language models with a massive database of domestic and international hotel data, providing real-time structured hotel search capabilities for AI assistants, agents, travel planning tools, or IDE plugins like Cursor/Windsurf.

  Last updated 2026-06-25

  2

  MIT

• Amadeus MCP Server

  privilegemendes

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that connects to Amadeus API, enabling AI assistants to search flights, analyze prices, find best travel deals, and plan multi-city trips.

  Last updated 2025-03-28

  13

  6

  MIT
• 

  mcp-travelcodeofficial

  Travel-Code-Inc

  A

  license

  -

  quality

  B

  maintenance

  Enables AI assistants to search flights and hotels, manage bookings, check flight status, and access delay statistics through the TravelCode corporate travel API, all via natural language conversations.

  Last updated 2026-07-09

  22

  2

  MIT

• DragonMCP

  arthurpanhku

  A

  license

  -

  quality

  C

  maintenance

  DragonMCP is a Model Context Protocol (MCP) server designed for AI Agents to interact with local life services in Greater China (Mainland China, HKSAR) and Asia. DragonMCP 是一个专为 AI Agent 设计的 Model Context Protocol (MCP) 服务器，旨在提供中国内地、中国香港及亚洲地区的本地生活服务接口。

  Last updated 2026-03-31

  24

  MIT

• Amap MCP Server

  zengzeruidd-a11y

  A

  license

  -

  quality

  C

  maintenance

  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.

  Last updated 2026-06-10

  51

  MIT

• MCP Google Maps

  ArtixZ

  A

  license

  -

  quality

  D

  maintenance

  Provides access to Google Maps functionality including places search, geocoding, directions, distance calculations, elevation data, and static map generation through the Model Context Protocol interface.

  Last updated 2025-08-10

  60

  4

  MIT

• SkyOdyssey MCP

  maru-775

  A

  license

  -

  quality

  D

  maintenance

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

  Last updated 2026-02-28

  MIT

• Trip Tracker MCP Server

  skywall34

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that provides access to a trip tracking SQLite database. This server enables AI assistants to query and manage flight trip information including users, airports, and flight details.

  Last updated 2025-10-04

  Apache 2.0