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"Exploring the structure of a project" matching MCP servers:

  • Pikud Haoref Alert System

    LeonMelamud
    F
    license
    -
    quality
    D
    maintenance
    Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.
    5

  • osm-mcp

    a-tsitanov
    F
    license
    B
    quality
    B
    maintenance
    Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.
    7

  • 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

  • PRG MCP

    ciembor
    A
    license
    A
    quality
    B
    maintenance
    Enables interaction with the Polish National Register of Borders (PRG) data, currently providing health status monitoring and a server skeleton for future data retrieval features.
    1
    1
    European Union Public 1.2

  • espresso-mcp

    mattgierhart
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that finds great espresso cafes using a curated database of specialty coffee shops and a transparent scoring algorithm, with a strong bias against flavored syrups and mass-market chains.
    6
    35
    MIT

  • CLI-Anything · ArcGIS Pro

    Jasper0122
    A
    license
    A
    quality
    A
    maintenance
    Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS MCP. A headless ArcPy CLI plus an in-process .NET 8 add-in that exposes the live Pro session as MCP tools (ping, zoom_to, query, run_gp, export_layout) so an agent drives the running project while you watch.
    4
    6
    55
    PolyForm Noncommercial 1.0.0

  • thistripbtw-mcp

    peterbartsch
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to create persistent, shareable travel trip links by turning a list of legs into a URL that displays the trip on a private map. Supports detailed leg information such as mode, date, note, travelers, and lodging.
    2
    1
    386
    MIT

  • bbox-mcp-server

    iamvibhorsingh
    A
    license
    A
    quality
    B
    maintenance
    The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.
    6
    39
    3
    MIT

  • QGIS MCP

    piatkowski
    A
    license
    A
    quality
    A
    maintenance
    Enables Claude Desktop to view and interact with the currently open QGIS project, including layers, styling, selections, Processing algorithms, attribute editing, and geocoding, all running locally.
    10
    GPL 2.0

  • mcp-camptocamp

    olaurendeau
    A
    license
    A
    quality
    B
    maintenance
    Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, summit altitudes, and course descriptions with reliable data to avoid hallucinations.
    6
    60
    1
    MIT