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"Finding alternatives to REF and MCP for APIs" matching MCP servers:

  • discava – Business Directory

    discava
    A
    license
    A
    quality
    D
    maintenance
    Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP
    6
    1
    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

  • SearchAPI MCP Agent

    iflow-mcp
    A
    license
    -
    quality
    D
    maintenance
    Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through the Model Context Protocol and Agent-to-Agent protocol, enabling AI assistants to perform diverse searches via natural language queries.
    MIT

  • discava – Business Directory

    sebastian1747
    F
    license
    -
    quality
    -
    maintenance
    Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP

  • gmaps-lead-atlas-mcp

    msaeedsakib
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables finding and qualifying local business leads through the Google Maps Places API, with tools for searching businesses, fetching details, and sweeping areas for coverage.
    3
    260
    AGPL 3.0

  • Google Maps MCP Server

    AIWerk
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Google Maps Platform APIs for places search, geocoding, turn-by-turn directions, route matrices, elevation, and time zones. Enables natural language queries for location-based information and routing.
    11
    MIT

  • geojp-mcp

    55tarkun
    F
    license
    A
    quality
    C
    maintenance
    MCP server for Japanese address and parcel lookup using ReverseGeoJP and ChibanJP APIs, enabling AI agents to convert coordinates to addresses and vice versa.
    4

  • HeatShield

    AscilCH
    A
    license
    A
    quality
    B
    maintenance
    HeatShield MCP server enables AI assistants with real-time spatial reasoning for urban heat wave safety. It provides tools for geocoding, weather/heat risk, air quality, finding cooling spots, and heat safety advice.
    6
    MIT

  • overpass-mcp

    Rusty0508
    A
    license
    A
    quality
    C
    maintenance
    MCP server providing structured access to OpenStreetMap data through Overpass and Nominatim APIs, enabling geocoding, nearby place searches, element queries, and tag counting without API keys.
    7
    MIT

  • amanahfy-ai-mcp

    ramaibrm
    F
    license
    A
    quality
    D
    maintenance
    Provides tools for AI assistants to access Amanahfy APIs, enabling campaign details and IP geolocation lookups.
    2

  • amap-location-mcp

    188zjl
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that provides location-based services using Amap APIs, enabling AI assistants to answer navigation queries by resolving addresses, converting coordinates, and comparing walking, driving, and transit routes.
    8
    MIT