"Understanding Memory and Related Concepts" matching MCP servers:

• Precision astronomical

  scottchronicity

  A

  license

  -

  quality

  C

  maintenance

  A self-contained MCP server that gives AI agents the ability to calculate high-precision astronomical data. It provides tropical zodiac coordinates, planetary speeds, retrograde detection, and house cusps using the trusted Swiss Ephemeris engine. 100%

  Last updated 2026-03-27

  2

  AGPL 3.0

• USPS Address Validation and

  bailur

  F

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to validate and standardize US addresses using the official USPS Address Validation API with secure OAuth2 authentication.

  Last updated 2025-10-30

• emem

  Vortx-AI

  A

  license

  A

  quality

  B

  maintenance

  Cite-able, content-addressed, signed memory of every place on Earth

  Last updated 2026-07-28

  4

  15

  48

  Apache 2.0

• luckin-mcp-proxy

  wyhAcc

  A

  license

  A

  quality

  C

  maintenance

  A local proxy for Luckin Coffee's official MCP, enabling natural language ordering, reordering, and shop/product search with automatic retry and memory.

  Last updated 2026-06-10

  9

  MIT

• Travel Planner MCP Server

  GongRzhe

  A

  license

  A

  quality

  F

  maintenance

  Enables LLMs to perform travel-related tasks by interacting with Google Maps and travel planning services including location search, place details, and travel time calculations.

  Last updated 2025-03-12

  10

  5

  29

  99

  MIT

• Weather MCP Server

  dinuka-kasun-medis

  F

  license

  D

  quality

  C

  maintenance

  Provides weather alerts and forecasts via the National Weather Service API, enabling Claude to answer weather-related queries.

  Last updated 2026-06-20

  2

• mcp-google_maps

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Provides geocoding, place search, directions, distance matrix, and elevation data from Google Maps. Enables natural language queries to locate places, get directions, and retrieve map-related information.

  Last updated 2026-06-02

  15

  MIT

• mcp-server-weather-cuhksz

  LKCY23

  A

  license

  -

  quality

  D

  maintenance

  A FastMCP server that provides weather-related tools using the QWeather API, enabling language models to query real-time weather, forecasts, warnings, and indices.

  Last updated 2025-09-09

  MIT

• TripGo MCP Server

  skedgo

  F

  license

  -

  quality

  D

  maintenance

  Provides access to the TripGo API for multi-modal trip planning, public transport departures, and transport-related location searches. It enables users to calculate routes and retrieve travel information through the Model Context Protocol.

  Last updated 2026-05-23

  5

• Time Server

  clssck

  F

  license

  -

  quality

  D

  maintenance

  An MCP server providing timezone conversions and time-related operations via RESTful API endpoints, featuring comprehensive error handling and timezone database integration.

  Last updated 2025-02-17

• ip_geolocation_find_ip

  BACH-AI-Tools

  F

  license

  -

  quality

  D

  maintenance

  Provides IP address geolocation and related info via an API, with MCP server integration for easy use in AI tools.

  Last updated 2025-12-04

• Turf-MCP

  es3154

  A

  license

  A

  quality

  D

  maintenance

  Provides comprehensive geospatial analysis capabilities through Turf.js, enabling spatial measurements, geometric operations, coordinate transformations, and geographic data processing. Supports over 100 geospatial functions including distance calculations, spatial relationships, buffer operations, and grid generation.

  Last updated 2025-11-03

  100

  MIT

• VesselAPI MCP Server

  vessel-api

  A

  license

  B

  quality

  C

  maintenance

  Connect your AI assistant to real-time maritime data. Access vessel tracking, port activity, and maritime safety information through natural language.

  Last updated 2026-05-23

  24

  116

  1

  MIT
• 

  Postioofficial

  postio-uk

  A

  license

  -

  quality

  B

  maintenance

  UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via the Postio API. Six tools: address search, postcode lookup, UDPRN, email validate, phone validate, and a health probe.

  Last updated 2026-05-27

  MIT

• IP Lookup MCP

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Provides IP address geolocation and lookup via ip-api.com, no authentication required for basic usage.

  Last updated 2026-06-02

  1

  MIT

• google_maps_mcp

  Mastan1301

  A

  license

  -

  quality

  F

  maintenance

  Enables querying Google Maps and Places APIs for local businesses and tourist attractions in India through a simple MCP interface.

  Last updated 2025-07-06

  4

  MIT

• MCP Time Server

  maithanhduyan

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server providing current time retrieval and timezone conversion using IANA timezones.

  Last updated 2025-07-13

  MIT

• brave-search-mcp

  tsiongk

  A

  license

  -

  quality

  D

  maintenance

  Enables web and local search capabilities using the Brave Search API, allowing users to perform general web searches and find local businesses with ratings, hours, and contact info.

  Last updated 2026-01-09

  MIT

• fema-nfhl-mcp

  Revex-Agency

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that gives AI assistants direct access to the FEMA National Flood Hazard Layer (NFHL) for flood zone lookups, FIRM panel information, and flood map data in the United States.

  Last updated 2026-03-02

  11

  MIT

• MCP Weather Server

  charley-forey

  A

  license

  -

  quality

  C

  maintenance

  Provides hourly weather forecasts using the AccuWeather API, including current conditions and 12-hour forecast with precipitation details.

  Last updated 2026-07-15

  The Unlicense