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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • Strava MCP Server

    justmytwospence
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables interaction with the Strava API v3 to manage fitness activities, athlete profiles, segments, and routes. It supports retrieving detailed performance metrics, exploring geographic data, and managing club information through natural language.
    45
    ISC

  • naver-land-mcp

    kimduksoo
    F
    license
    A
    quality
    D
    maintenance
    Enables querying and searching for real estate listings, complexes, prices, and school information from Naver Land (Korean real estate platform) through a set of MCP tools. Supports region hierarchy navigation, coordinate-based search, and various trade types like sale, jeonse, and monthly rent.
    9
    1

  • Precision astronomical

    scottchronicity
    A
    license
    Not graded
    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

  • Worcester GIS MCP

    codeforanchorage
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying and exploring the City of Worcester's open data portal (ArcGIS Hub) through natural language, including dataset search, type filtering, schema inspection, spatial point-in-polygon queries, and geocoding.
    MIT

  • mcp-arcgis-eagan

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying and exploring City of Eagan open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, supporting dataset search, layer query, and schema inspection through natural language.
    7
    MIT

  • 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.
    100
    MIT

  • VesselAPI MCP Server

    vessel-api
    A
    license
    B
    quality
    B
    maintenance
    Connect your AI assistant to real-time maritime data. Access vessel tracking, port activity, and maritime safety information through natural language.
    19
    51
    1
    MIT
  • World Clock Pro MCP by worldclockpro

    World Clock Pro MCPofficial

    worldclockpro
    A
    license
    Not graded
    quality
    C
    maintenance
    A read-only MCP server that gives AI agents accurate current time, timezone conversions, DST transitions, and city lookups using live IANA timezone data, with cited sources.
    MIT
  • Postio by postio-uk

    Postioofficial

    postio-uk
    A
    license
    Not graded
    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.
    MIT

  • google_maps_mcp

    Mastan1301
    A
    license
    Not graded
    quality
    F
    maintenance
    Enables querying Google Maps and Places APIs for local businesses and tourist attractions in India through a simple MCP interface.
    4
    MIT

  • FilmMap MCP server

    Flightmussy
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language queries about real filming locations and the productions recorded at them, including search, proximity, and ranking tools.
    MIT

  • brave-search-mcp

    tsiongk
    A
    license
    Not graded
    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.
    MIT