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"Understanding Structured Thinking" matching MCP servers:

  • jp-address-mcp

    MasaBigBrother
    A
    license
    A
    quality
    C
    maintenance
    Normalizes and verifies Japanese postal addresses, splitting messy strings into structured fields with geolocation and verification.
    1
    MIT

  • voygr-mcp

    VaarunSinha
    A
    license
    A
    quality
    B
    maintenance
    MCP server for VOYGR place verification and outbound venue calls. It provides tools to verify places, make structured calls, check credits, and access call transcripts/events.
    7
    1
    MIT
  • Outscraper MCP by outscraper

    Outscraper MCPofficial

    outscraper
    A
    license
    B
    quality
    C
    maintenance
    Connects AI agents to Outscraper for business discovery, Google Maps intelligence, company and contact enrichment, review analysis, search, and structured web extraction.
    28
    29
    3
    MIT

  • Google Maps MCP Server

    Moe03
    A
    license
    C
    quality
    D
    maintenance
    Provides access to Google Maps API functionality including geocoding, place search, direction routing, and distance calculations through a structured MCP interface.
    4
    13
    MIT

  • psgc-mcp

    GodModeArch
    A
    license
    -
    quality
    C
    maintenance
    MCP server for the Philippine Standard Geographic Code (PSGC) API. Gives AI agents structured access to the full PH geographic hierarchy - regions, provinces, cities, municipalities, and barangays.
    14
    MIT

  • foodnear-me

    food-near-me
    A
    license
    -
    quality
    B
    maintenance
    MCP server for AI-native restaurant discovery with three-tier search (verified, menu_indexed, discovered), Menu Protocol menus, and structured menu validation.
    2
    MIT

  • Real Estate MCP Server

    0Xfftobit
    A
    license
    -
    quality
    B
    maintenance
    Enables structured real estate workflows including property search, agent/client management, market intelligence, mortgage calculations, valuation, investment analysis, and document ingestion, with offline-first capabilities and optional live data integrations.
    AGPL 3.0

  • Google Maps Photos API

    johnisanerd
    F
    license
    -
    quality
    C
    maintenance
    MCP server for extracting Google Maps photos as structured JSON, supporting search by place name, URL, or ID, with category filters and stable photo IDs. Enables users to pull full-size image URLs, thumbnails, and gallery metadata for any business or landmark directly through natural language.

  • Google Maps Contributor

    johnisanerd
    F
    license
    -
    quality
    B
    maintenance
    Enables fetching a Google Maps contributor's review history as structured JSON, including reviewer profile and place details, for reputation research, reviewer vetting, and fraud detection.
  • TempGuru Event Staffing by Tempguru-co

    TempGuru Event Staffingofficial

    Tempguru-co
    A
    license
    A
    quality
    B
    maintenance
    MCP server for W-2 event staffing across 300+ US and Canadian markets. Five read-only lookups (city coverage, staffing roles, all-inclusive W-2 rate ranges, lead-time guidance, and state-by-state compliance) plus an opt-in request_quote tool that submits a structured staffing request to TempGuru for a human-reviewed quote. No authentication required; connect with the URL alone.
    6
    189
    2
    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

  • 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

  • EPA Envirofacts MCP Server

    zachegner
    A
    license
    A
    quality
    D
    maintenance
    Provides AI agents with structured access to U.S. EPA environmental data including nearby regulated facilities, chemical releases, water violations, and hazardous waste sites for any U.S. location. Enables comprehensive environmental impact analysis through the EPA Envirofacts API with geocoding support and distance-based filtering.
    5
    MIT

  • geo-mcp

    FaresKi
    F
    license
    A
    quality
    C
    maintenance
    OSM-backed multimodal navigation MCP server enabling geocoding, route planning, POI discovery, and urban layout analysis. It provides a structured city graph to LLM apps without proprietary map APIs.
    8