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"Iterating on UI designs and improving prompts" matching MCP servers:

  • Interactive Map MCP Server

    uzirthapa
    A
    license
    -
    quality
    F
    maintenance
    Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.
    231
    MIT

  • 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%
    4
    AGPL 3.0

  • tock-mcp

    chrischall
    A
    license
    A
    quality
    A
    maintenance
    Enables restaurant discovery and availability checking on Tock via Claude, allowing users to list cities, search restaurants, and get venue details and bookable experiences.
    8
    330
    MIT

  • Weather Pro

    swwayam
    F
    license
    A
    quality
    C
    maintenance
    A production-grade MCP server that provides real-time weather data and demonstrates the complete MCP protocol surface including tools, resources, prompts, and structured output.
    2
    2

  • ProspectMCP

    snowydevd
    F
    license
    A
    quality
    C
    maintenance
    A server that enables searching and prospecting businesses from Google Maps, filtering by website presence, extracting reviews, detecting social media links, and generating prompts for Claude Code to build landing pages.
    5
  • 3DCityDB MCP Server by tum-gis

    3DCityDB MCP Serverofficial

    tum-gis
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to interact with 3DCityDB v5 through natural language, dynamically resolving object classes, properties, and codelists to answer spatial questions and execute SQL queries on CityGML data.
    14
    10
    Apache 2.0

  • Restaurant Booking MCP Server

    samwang0723
    A
    license
    A
    quality
    F
    maintenance
    An AI-powered server that helps users discover and book restaurants based on location, cuisine preferences, mood, and event type, with integration to Google Maps Places API for accurate recommendations.
    5
    16
    MIT

  • Celestial Position MCP Server

    Rkm1999
    F
    license
    A
    quality
    D
    maintenance
    Provides altitude-azimuth coordinates for celestial objects including planets, over 117,000 stars, and 14,000 deep sky objects based on system time and configurable location.
    3
    1

  • Caiyun Weather MCP Server

    marcusbai
    F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides comprehensive weather data querying capabilities based on the Caiyun Weather API, supporting real-time weather, forecasts, and alerts with multi-language support.
    7
    10

  • open-meteo-mcp

    schlpbch
    A
    license
    -
    quality
    C
    maintenance
    Enables users to get weather forecasts, snow conditions, air quality, and location search via the Open-Meteo API, with guided prompts for ski trips and outdoor activities.
    MIT

  • Ziwei Astrology MCP Server

    smogievogie
    A
    license
    -
    quality
    D
    maintenance
    Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological charts with geographic location support and true solar time conversion. Provides tools for geocoding locations, converting Beijing time to apparent solar time, and creating comprehensive astrology readings based on birth information.
    10
    13
    MIT