[{"_1":2,"_343":-5,"_344":-5},"loaderData",{"_3":4,"_24":25,"_271":272},"root",{"_5":6,"_7":8},"toasts",[],"visitor",{"_9":10,"_11":12},"viewportWidth",1280,"visitorSession",{"_13":14,"_16":17,"_18":-5,"_19":20,"_21":22,"_23":-5},"attributes",[15],"bot","id",26956153,"membership","referenceId","019aaa59-d4ed-74ec-91a5-a5958f55d5bf","unreadReleaseNotesCount",2,"userAccount","routes/_public/mcp/servers/~namespace/~slug/_pages/_layout",{"_26":27,"_82":-5,"_83":41,"_29":84,"_188":189,"_269":270},"availableLocales",[28,41,47,54,61,68,75],{"_29":30,"_37":38,"_39":40},"mcpServer",{"_31":32,"_33":34,"_35":36},"description","Ein Model Context Protocol-Server, der LLMs mit GIS-Operationen verbindet und es KI-Assistenten ermöglicht, genaue georäumliche Analysen durchzuführen, darunter geometrische Operationen, Koordinatentransformationen und räumliche Messungen.","displayName","GIS MCP Server","readme","# GIS MCP Server\n\nEine Model Context Protocol (MCP)-Serverimplementierung, die Large Language Models (LLMs) mithilfe von GIS-Bibliotheken (derzeit werden Shapely und PyProj unterstützt) mit GIS-Operationen verbindet und es KI-Assistenten ermöglicht, georäumliche Operationen und Transformationen durchzuführen.\n\n> Alpha\n>\n> Version 0.2.0 (Alpha) befindet sich in der aktiven Entwicklung. Wir freuen uns über Beiträge und Entwickler, die uns beim Aufbau dieses Projekts unterstützen.\n\n## 🎥 Demo\n\n## 📋 Inhaltsverzeichnis\n\n* [Merkmale](#-features)\n* [Voraussetzungen](#-prerequisites)\n* [Installation](#-installation)\n\n * [pip-Installation](#-pip-installation)\n * [Entwicklungsinstallation](#-development-installation)\n* [Verfügbare Tools](#-available-tools)\n\n * [Formschöne Operationen](#shapely-operations)\n\n * [Grundlegende Operationen](#basic-operations)\n * [Geometrische Eigenschaften](#geometric-properties)\n * [Transformationen](#transformations)\n * [Erweiterte Operationen](#advanced-operations)\n * [Messungen](#measurements)\n * [Validierung und Vereinfachung](#validation-and-simplification)\n * [PyProj-Operationen](#pyproj-operations)\n\n * [Koordinatentransformationen](#coordinate-transformations)\n * [CRS-Informationen](#crs-information)\n * [Geodätische Berechnungen](#geodetic-calculations)\n* [Kundenentwicklung](#-client-development)\n* [Geplante Funktionen](#-planned-features)\n* [Beitragen](#-contributing)\n* [Lizenz](#-license)\n* [Ähnliche Projekte](#-related-projects)\n* [Unterstützung](#-support)\n* [Abzeichen](#-badges)\n\n## 🚀 Funktionen\n\n* 🔍 Umfassende geometrische Operationen (Schnittmenge, Vereinigung, Puffer usw.)\n* 🌐 Erweiterte Koordinatentransformationen und -projektionen\n* 📏 Präzise Entfernungs- und Flächenberechnungen\n* 🗺️ Räumliche Analyse und Validierung\n* 🛠️ Einfache Integration mit MCP-kompatiblen Clients\n\n## 📋 Voraussetzungen\n\n* Python 3.10 oder höher\n* MCP-kompatibler Client (wie Claude Desktop oder Cursor)\n* Internetverbindung für die Paketinstallation\n\n## 🛠️ Installation\n\nWählen Sie die Installationsmethode, die Ihren Anforderungen am besten entspricht:\n\n### 📦 Pip-Installation\n\nFür die meisten Benutzer wird die Pip-Installation empfohlen:\n\n1. Installieren Sie den UV-Paketmanager:\n\n```bash\npip install uv\n```\n\n2. Erstellen Sie die virtuelle Umgebung (Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. Installieren Sie das Paket:\n\n```bash\nuv pip install gis-mcp\n```\n\n4. Starten Sie den Server:\n\n```bash\ngis-mcp\n```\n\n#### pip-Konfiguration\n\nUm die Pip-Installation mit Claude oder Cursor zu verwenden, fügen Sie die folgende Konfiguration hinzu:\n\n**Claude Desktop:**\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Cursor-IDE** (erstellen Sie `.cursor/mcp.json` ):\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\nNach der Konfiguration:\n\n1. Stellen Sie sicher, dass Sie `YourUsername` durch Ihren tatsächlichen Benutzernamen ersetzen.\n2. Ersetzen Sie bei der Entwicklungsinstallation `/path/to/gis-mcp` durch den tatsächlichen Pfad zu Ihrem Projekt\n3. Starten Sie Ihre IDE neu, um die Änderungen anzuwenden\n4. Sie können jetzt alle GIS-Operationen über Claude oder Cursor verwenden!\n\n### 🛠️ Entwicklungsinstallation\n\nFür Mitwirkende und Entwickler:\n\n1. Installieren Sie den UV-Paketmanager:\n\n```bash\npip install uv\n```\n\n2. Erstellen Sie die virtuelle Umgebung:\n\n```bash\nuv venv --python=3.10\n```\n\n3. Installieren Sie das Paket im Entwicklungsmodus:\n\n```bash\nuv pip install -e .\n```\n\n4. Starten Sie den Server:\n\n```bash\npython -m gis_mcp\n```\n\n#### Entwicklungskonfiguration\n\nUm die Entwicklungsinstallation mit Claude oder Cursor zu verwenden, fügen Sie die folgende Konfiguration hinzu:\n\n**Claude Desktop:**\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Cursor-IDE** (erstellen Sie `.cursor/mcp.json` ):\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\nNach der Konfiguration:\n\n1. Stellen Sie sicher, dass Sie `YourUsername` durch Ihren tatsächlichen Benutzernamen ersetzen.\n2. Ersetzen Sie bei der Entwicklungsinstallation `/path/to/gis-mcp` durch den tatsächlichen Pfad zu Ihrem Projekt\n3. Starten Sie Ihre IDE neu, um die Änderungen anzuwenden\n4. Sie können jetzt alle GIS-Operationen über Claude oder Cursor verwenden!\n\n## 🛠️ Verfügbare Tools\n\n### Formschöne Operationen\n\n#### Grundlegende Operationen\n\n| Werkzeug | Beschreibung |\n| ---------------------- | ------------------------------------------------------------------- |\n| `buffer` | Erstellen Sie einen Puffer um Geometrien mit anpassbaren Parametern |\n| `intersection` | Schnittpunkt zweier Geometrien finden |\n| `union` | Kombinieren Sie zwei Geometrien |\n| `difference` | Finden Sie Unterschiede zwischen Geometrien |\n| `symmetric_difference` | Finden Sie symmetrische Unterschiede zwischen Geometrien |\n\n#### Geometrische Eigenschaften\n\n| Werkzeug | Beschreibung |\n| --------------------------- | ------------------------------------------------------------ |\n| `convex_hull` | Berechnen Sie die konvexe Hülle einer Geometrie |\n| `envelope` | Holen Sie sich den Begrenzungsrahmen einer Geometrie |\n| `minimum_rotated_rectangle` | Holen Sie sich das minimal gedrehte Rechteck einer Geometrie |\n| `get_centroid` | Den Schwerpunkt einer Geometrie ermitteln |\n| `get_bounds` | Ermitteln der Grenzen einer Geometrie |\n| `get_coordinates` | Holen Sie sich die Koordinaten einer Geometrie |\n| `get_geometry_type` | Den Typ einer Geometrie ermitteln |\n\n#### Transformationen\n\n| Werkzeug | Beschreibung |\n| -------------------- | ---------------------------------------------------------- |\n| `rotate_geometry` | Drehen einer Geometrie mit angegebenem Winkel und Ursprung |\n| `scale_geometry` | Skalieren einer Geometrie mit X- und Y-Faktoren |\n| `translate_geometry` | Verschieben einer Geometrie mit X-, Y- und Z-Offsets |\n\n#### Erweiterte Operationen\n\n| Werkzeug | Beschreibung |\n| ------------------------ | ----------------------------------------------- |\n| `triangulate_geometry` | Erstellen einer Triangulation einer Geometrie |\n| `voronoi` | Erstellen Sie ein Voronoi-Diagramm aus Punkten |\n| `unary_union_geometries` | Erstellen einer Vereinigung mehrerer Geometrien |\n\n#### Messungen\n\n| Werkzeug | Beschreibung |\n| ------------ | ------------------------------------ |\n| `get_length` | Ermitteln der Länge einer Geometrie |\n| `get_area` | Ermitteln der Fläche einer Geometrie |\n\n#### Validierung und Vereinfachung\n\n| Werkzeug | Beschreibung |\n| ------------ | ----------------------------------------------------- |\n| `is_valid` | Überprüfen, ob eine Geometrie gültig ist |\n| `make_valid` | Eine Geometrie gültig machen |\n| `simplify` | Vereinfachen einer Geometrie mit angegebener Toleranz |\n\n### PyProj-Operationen\n\n#### Koordinatentransformationen\n\n| Werkzeug | Beschreibung |\n| ----------------------- | ------------------------------------------- |\n| `transform_coordinates` | Koordinaten zwischen CRS transformieren |\n| `project_geometry` | Projizieren Sie eine Geometrie zwischen CRS |\n\n#### CRS-Informationen\n\n| Werkzeug | Beschreibung |\n| -------------------- | --------------------------------------------------------------------- |\n| `get_crs_info` | Erhalten Sie detaillierte Informationen zu einem CRS |\n| `get_available_crs` | Liste aller verfügbaren CRS abrufen |\n| `get_utm_zone` | Holen Sie sich die UTM-Zone für die angegebenen Koordinaten |\n| `get_utm_crs` | Holen Sie sich UTM CRS für angegebene Koordinaten |\n| `get_geocentric_crs` | Holen Sie sich ein geozentrisches CRS für die angegebenen Koordinaten |\n\n#### Geodätische Berechnungen\n\n| Werkzeug | Beschreibung |\n| ----------------------------- | -------------------------------------------------------------------------- |\n| `get_geod_info` | Informationen zu einer geodätischen Berechnung erhalten |\n| `calculate_geodetic_distance` | Berechnen Sie die geodätische Entfernung zwischen Punkten |\n| `calculate_geodetic_point` | Berechnen Sie einen Punkt bei gegebener Entfernung und Azimut |\n| `calculate_geodetic_area` | Berechnen Sie die Fläche eines Polygons mithilfe geodätischer Berechnungen |\n\n## 🛠️ Kundenentwicklung\n\nBeispielhafte Verwendung der Tools:\n\n### Pufferbetrieb\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### Koordinatentransformation\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### Geodätische Distanz\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 Geplante Funktionen\n\n* Unterstützung für weitere GIS-Bibliotheken hinzufügen – GDAL/OGR\n* Implementieren Sie eine erweiterte räumliche Indizierung\n* Unterstützung für Rasteroperationen hinzufügen\n* Implementieren von Netzwerkanalysefunktionen\n* Unterstützung für 3D-Geometrien hinzufügen\n* Implementieren Sie Leistungsoptimierungen\n\n## 🤝 Beitragen\n\nWir freuen uns über Spenden! So können Sie helfen:\n\n1. Forken Sie das Repository\n2. Erstellen Sie einen Feature-Zweig ( `git checkout -b feature/AmazingFeature` )\n3. Übernehmen Sie Ihre Änderungen ( `git commit -m 'Add some AmazingFeature'` )\n4. Pushen zum Zweig ( `git push origin feature/AmazingFeature` )\n5. Öffnen einer Pull-Anfrage\n\nBitte stellen Sie sicher, dass Ihre PR-Beschreibung das Problem und die Lösung klar beschreibt. Geben Sie gegebenenfalls die entsprechende Problemnummer an.\n\n## 📄 Lizenz\n\nDieses Projekt ist unter der MIT-Lizenz lizenziert – Einzelheiten finden Sie in der Datei LICENSE.\n\n## 🔗 Ähnliche Projekte\n\n* [Model Context Protocol](https://github.com/anthropics/model-context-protocol) – Die zentrale MCP-Implementierung\n* [Shapely](https://github.com/shapely/shapely) – Python-Paket zur Manipulation und Analyse geometrischer Objekte\n* [PyProj](https://github.com/pyproj4/pyproj) – Python-Schnittstelle zur PROJ-Bibliothek\n\n## 📞 Unterstützung\n\nFür Support öffnen Sie bitte ein Problem im GitHub-Repository.\n\n## 🏆 Abzeichen","name","German","tag","de-DE",{"_29":42,"_37":45,"_39":46},{"_31":43,"_33":34,"_35":44},"A Model Context Protocol server that connects LLMs to GIS operations, enabling AI assistants to perform accurate geospatial analysis including geometric operations, coordinate transformations, and spatial measurements.","# GIS MCP Server\n\n

✨ Want to perform accurate geospatial analysis in your chatbot? ✨

Install GIS-MCP and transform your AI's spatial capabilities!

\n
\n $\"GIS$ \n

\n\nA Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries (Currently Shapely and PyProj supported), enabling AI assistants to perform geospatial operations and transformations.\n\n\n $\"GIS$ \n\n\n> Alpha\n>\n> Version 0.2.0 (Alpha) is under active development. We welcome contributions and developers to join us in building this project.\n\n## 🎥 Demo\n\n

\n $\"GIS$ \n

\n\n## 📋 Table of Contents\n\n- [Features](#-features)\n- [Prerequisites](#-prerequisites)\n- [Installation](#-installation)\n - [pip Installation](#-pip-installation)\n - [Development Installation](#-development-installation)\n- [Available Tools](#-available-tools)\n - [Shapely Operations](#shapely-operations)\n - [Basic Operations](#basic-operations)\n - [Geometric Properties](#geometric-properties)\n - [Transformations](#transformations)\n - [Advanced Operations](#advanced-operations)\n - [Measurements](#measurements)\n - [Validation and Simplification](#validation-and-simplification)\n - [PyProj Operations](#pyproj-operations)\n - [Coordinate Transformations](#coordinate-transformations)\n - [CRS Information](#crs-information)\n - [Geodetic Calculations](#geodetic-calculations)\n- [Client Development](#-client-development)\n- [Planned Features](#-planned-features)\n- [Contributing](#-contributing)\n- [License](#-license)\n- [Related Projects](#-related-projects)\n- [Support](#-support)\n- [Badges](#-badges)\n\n## 🚀 Features\n\n- 🔍 Comprehensive geometric operations (intersection, union, buffer, etc.)\n- 🌐 Advanced coordinate transformations and projections\n- 📏 Precise distance and area calculations\n- 🗺️ Spatial analysis and validation\n- 🛠️ Easy integration with MCP-compatible clients\n\n## 📋 Prerequisites\n\n- Python 3.10 or higher\n- MCP-compatible client (like Claude Desktop or Cursor)\n- Internet connection for package installation\n\n## 🛠️ Installation\n\nChoose the installation method that best suits your needs:\n\n### 📦 pip Installation\n\nThe pip installation is recommended for most users:\n\n1. Install uv package manager:\n\n```bash\npip install uv\n```\n\n2. Create the Virtual Environment (Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. Install the package:\n\n```bash\nuv pip install gis-mcp\n```\n\n4. Start the server:\n\n```bash\ngis-mcp\n```\n\n#### pip Configuration\n\nTo use the pip installation with Claude or Cursor, add the following configuration:\n\n**Claude Desktop:**\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Cursor IDE** (create `.cursor/mcp.json`):\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\nAfter configuration:\n\n1. Make sure to replace `YourUsername` with your actual username\n2. For development installation, replace `/path/to/gis-mcp` with the actual path to your project\n3. Restart your IDE to apply the changes\n4. You can now use all GIS operations through Claude or Cursor!\n\n### 🛠️ Development Installation\n\nFor contributors and developers:\n\n1. Install uv package manager:\n\n```bash\npip install uv\n```\n\n2. Create the Virtual Environment:\n\n```bash\nuv venv --python=3.10\n```\n\n3. Install the package in development mode:\n\n```bash\nuv pip install -e .\n```\n\n4. Start the server:\n\n```bash\npython -m gis_mcp\n```\n\n#### Development Configuration\n\nTo use the development installation with Claude or Cursor, add the following configuration:\n\n**Claude Desktop:**\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Cursor IDE** (create `.cursor/mcp.json`):\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\nAfter configuration:\n\n1. Make sure to replace `YourUsername` with your actual username\n2. For development installation, replace `/path/to/gis-mcp` with the actual path to your project\n3. Restart your IDE to apply the changes\n4. You can now use all GIS operations through Claude or Cursor!\n\n## 🛠️ Available Tools\n\n### Shapely Operations\n\n#### Basic Operations\n\n| Tool | Description |\n| ---------------------- | -------------------------------------------------------------- |\n| `buffer` | Create a buffer around geometries with customizable parameters |\n| `intersection` | Find intersection of two geometries |\n| `union` | Combine two geometries |\n| `difference` | Find difference between geometries |\n| `symmetric_difference` | Find symmetric difference between geometries |\n\n#### Geometric Properties\n\n| Tool | Description |\n| --------------------------- | ------------------------------------------- |\n| `convex_hull` | Calculate convex hull of a geometry |\n| `envelope` | Get bounding box of a geometry |\n| `minimum_rotated_rectangle` | Get minimum rotated rectangle of a geometry |\n| `get_centroid` | Get the centroid of a geometry |\n| `get_bounds` | Get the bounds of a geometry |\n| `get_coordinates` | Get the coordinates of a geometry |\n| `get_geometry_type` | Get the type of a geometry |\n\n#### Transformations\n\n| Tool | Description |\n| -------------------- | ------------------------------------------------- |\n| `rotate_geometry` | Rotate a geometry with specified angle and origin |\n| `scale_geometry` | Scale a geometry with x and y factors |\n| `translate_geometry` | Translate a geometry with x, y, and z offsets |\n\n#### Advanced Operations\n\n| Tool | Description |\n| ------------------------ | ------------------------------------- |\n| `triangulate_geometry` | Create a triangulation of a geometry |\n| `voronoi` | Create a Voronoi diagram from points |\n| `unary_union_geometries` | Create a union of multiple geometries |\n\n#### Measurements\n\n| Tool | Description |\n| ------------ | ---------------------------- |\n| `get_length` | Get the length of a geometry |\n| `get_area` | Get the area of a geometry |\n\n#### Validation and Simplification\n\n| Tool | Description |\n| ------------ | -------------------------------------------- |\n| `is_valid` | Check if a geometry is valid |\n| `make_valid` | Make a geometry valid |\n| `simplify` | Simplify a geometry with specified tolerance |\n\n### PyProj Operations\n\n#### Coordinate Transformations\n\n| Tool | Description |\n| ----------------------- | --------------------------------- |\n| `transform_coordinates` | Transform coordinates between CRS |\n| `project_geometry` | Project a geometry between CRS |\n\n#### CRS Information\n\n| Tool | Description |\n| -------------------- | ---------------------------------------- |\n| `get_crs_info` | Get detailed information about a CRS |\n| `get_available_crs` | Get list of all available CRS |\n| `get_utm_zone` | Get UTM zone for given coordinates |\n| `get_utm_crs` | Get UTM CRS for given coordinates |\n| `get_geocentric_crs` | Get geocentric CRS for given coordinates |\n\n#### Geodetic Calculations\n\n| Tool | Description |\n| ----------------------------- | ------------------------------------------------------- |\n| `get_geod_info` | Get information about a geodetic calculation |\n| `calculate_geodetic_distance` | Calculate geodetic distance between points |\n| `calculate_geodetic_point` | Calculate point at given distance and azimuth |\n| `calculate_geodetic_area` | Calculate area of a polygon using geodetic calculations |\n\n## 🛠️ Client Development\n\nExample usage of the tools:\n\n### Buffer Operation\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### Coordinate Transformation\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### Geodetic Distance\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 Planned Features\n\n- Add support for more GIS libraries - GDAL/OGR\n- Implement advanced spatial indexing\n- Add support for raster operations\n- Implement network analysis capabilities\n- Add support for 3D geometries\n- Implement performance optimizations\n\n## 🤝 Contributing\n\nWe welcome contributions! Here's how you can help:\n\n1. Fork the repository\n2. Create a feature branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\nPlease ensure your PR description clearly describes the problem and solution. Include the relevant issue number if applicable.\n\n## 📄 License\n\nThis project is licensed under the MIT License - see the LICENSE file for details.\n\n## 🔗 Related Projects\n\n- [Model Context Protocol](https://github.com/anthropics/model-context-protocol) - The core MCP implementation\n- [Shapely](https://github.com/shapely/shapely) - Python package for manipulation and analysis of geometric objects\n- [PyProj](https://github.com/pyproj4/pyproj) - Python interface to PROJ library\n\n## 📞 Support\n\nFor support, please open an issue in the GitHub repository.\n\n## 🏆 Badges\n\n

\n\n

\n \n $\"MCP.so$ \n \n

","English","en-US",{"_29":48,"_37":52,"_39":53},{"_31":49,"_33":50,"_35":51},"Un servidor de protocolo de contexto de modelo que conecta los LLM con las operaciones SIG, lo que permite a los asistentes de IA realizar análisis geoespaciales precisos, incluidas operaciones geométricas, transformaciones de coordenadas y mediciones espaciales.","Servidor GIS MCP","# Servidor GIS MCP\n\nUna implementación de servidor de Protocolo de contexto de modelo (MCP) que conecta modelos de lenguaje grandes (LLM) con operaciones SIG mediante bibliotecas SIG (actualmente compatibles con Shapely y PyProj), lo que permite que los asistentes de IA realicen operaciones y transformaciones geoespaciales.\n\n> Alfa\n>\n> La versión 0.2.0 (Alfa) está en desarrollo activo. Agradecemos las contribuciones y a los desarrolladores que se unan a este proyecto.\n\n## 🎥 Demostración\n\n## 📋 Índice de contenidos\n\n* [Características](#-features)\n* [Prerrequisitos](#-prerequisites)\n* [Instalación](#-installation)\n\n * [Instalación de pip](#-pip-installation)\n * [Instalación de desarrollo](#-development-installation)\n* [Herramientas disponibles](#-available-tools)\n\n * [Operaciones Shapely](#shapely-operations)\n\n * [Operaciones básicas](#basic-operations)\n * [Propiedades geométricas](#geometric-properties)\n * [Transformaciones](#transformations)\n * [Operaciones avanzadas](#advanced-operations)\n * [Medidas](#measurements)\n * [Validación y simplificación](#validation-and-simplification)\n * [Operaciones de PyProj](#pyproj-operations)\n\n * [Transformaciones de coordenadas](#coordinate-transformations)\n * [Información de CRS](#crs-information)\n * [Cálculos geodésicos](#geodetic-calculations)\n* [Desarrollo de clientes](#-client-development)\n* [Funciones planificadas](#-planned-features)\n* [Contribuyendo](#-contributing)\n* [Licencia](#-license)\n* [Proyectos relacionados](#-related-projects)\n* [Apoyo](#-support)\n* [Insignias](#-badges)\n\n## 🚀 Características\n\n* 🔍Operaciones geométricas completas (intersección, unión, amortiguamiento, etc.)\n* 🌐 Transformaciones y proyecciones de coordenadas avanzadas\n* 📏 Cálculos precisos de distancia y área\n* 🗺️ Análisis y validación espacial\n* 🛠️ Fácil integración con clientes compatibles con MCP\n\n## 📋 Requisitos previos\n\n* Python 3.10 o superior\n* Cliente compatible con MCP (como Claude Desktop o Cursor)\n* Conexión a Internet para la instalación del paquete\n\n## 🛠️ Instalación\n\nElija el método de instalación que mejor se adapte a sus necesidades:\n\n### 📦 Instalación de pip\n\nSe recomienda la instalación de pip para la mayoría de los usuarios:\n\n1. Instalar el administrador de paquetes uv:\n\n```bash\npip install uv\n```\n\n2. Crear el entorno virtual (Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. Instalar el paquete:\n\n```bash\nuv pip install gis-mcp\n```\n\n4. Iniciar el servidor:\n\n```bash\ngis-mcp\n```\n\n#### Configuración de pip\n\nPara utilizar la instalación pip con Claude o Cursor, agregue la siguiente configuración:\n\n**Escritorio de Claude:**\n\n**Ventanas:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**IDE del cursor** (crear `.cursor/mcp.json` ):\n\n**Ventanas:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\nDespués de la configuración:\n\n1. Asegúrate de reemplazar `YourUsername` con tu nombre de usuario real\n2. Para la instalación de desarrollo, reemplace `/path/to/gis-mcp` con la ruta real a su proyecto\n3. Reinicie su IDE para aplicar los cambios\n4. ¡Ahora puedes utilizar todas las operaciones SIG a través de Claude o Cursor!\n\n### 🛠️ Instalación de desarrollo\n\nPara colaboradores y desarrolladores:\n\n1. Instalar el administrador de paquetes uv:\n\n```bash\npip install uv\n```\n\n2. Crear el entorno virtual:\n\n```bash\nuv venv --python=3.10\n```\n\n3. Instalar el paquete en modo de desarrollo:\n\n```bash\nuv pip install -e .\n```\n\n4. Iniciar el servidor:\n\n```bash\npython -m gis_mcp\n```\n\n#### Configuración de desarrollo\n\nPara utilizar la instalación de desarrollo con Claude o Cursor, agregue la siguiente configuración:\n\n**Escritorio de Claude:**\n\n**Ventanas:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**IDE del cursor** (crear `.cursor/mcp.json` ):\n\n**Ventanas:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\nDespués de la configuración:\n\n1. Asegúrate de reemplazar `YourUsername` con tu nombre de usuario real\n2. Para la instalación de desarrollo, reemplace `/path/to/gis-mcp` con la ruta real a su proyecto\n3. Reinicie su IDE para aplicar los cambios\n4. ¡Ahora puedes utilizar todas las operaciones SIG a través de Claude o Cursor!\n\n## 🛠️ Herramientas disponibles\n\n### Operaciones Shapely\n\n#### Operaciones básicas\n\n| Herramienta | Descripción |\n| ---------------------- | --------------------------------------------------------------------------------------- |\n| `buffer` | Crea un espacio de amortiguación alrededor de geometrías con parámetros personalizables |\n| `intersection` | Encuentra la intersección de dos geometrías |\n| `union` | Combinar dos geometrías |\n| `difference` | Encuentra la diferencia entre geometrías |\n| `symmetric_difference` | Encuentra la diferencia simétrica entre geometrías |\n\n#### Propiedades geométricas\n\n| Herramienta | Descripción |\n| --------------------------- | ---------------------------------------------------- |\n| `convex_hull` | Calcular la envoltura convexa de una geometría |\n| `envelope` | Obtener el cuadro delimitador de una geometría |\n| `minimum_rotated_rectangle` | Obtener el rectángulo rotado mínimo de una geometría |\n| `get_centroid` | Obtener el centroide de una geometría |\n| `get_bounds` | Obtener los límites de una geometría |\n| `get_coordinates` | Obtener las coordenadas de una geometría |\n| `get_geometry_type` | Obtener el tipo de una geometría |\n\n#### Transformaciones\n\n| Herramienta | Descripción |\n| -------------------- | -------------------------------------------------------- |\n| `rotate_geometry` | Girar una geometría con un ángulo y origen especificados |\n| `scale_geometry` | Escalar una geometría con factores x e y |\n| `translate_geometry` | Traducir una geometría con desplazamientos x, y, z |\n\n#### Operaciones avanzadas\n\n| Herramienta | Descripción |\n| ------------------------ | ---------------------------------------------- |\n| `triangulate_geometry` | Crear una triangulación de una geometría |\n| `voronoi` | Crea un diagrama de Voronoi a partir de puntos |\n| `unary_union_geometries` | Crear una unión de múltiples geometrías |\n\n#### Medidas\n\n| Herramienta | Descripción |\n| ------------ | ------------------------------------ |\n| `get_length` | Obtener la longitud de una geometría |\n| `get_area` | Obtener el área de una geometría |\n\n#### Validación y simplificación\n\n| Herramienta | Descripción |\n| ------------ | ----------------------------------------------------- |\n| `is_valid` | Comprobar si una geometría es válida |\n| `make_valid` | Hacer válida una geometría |\n| `simplify` | Simplificar una geometría con tolerancia especificada |\n\n### Operaciones de PyProj\n\n#### Transformaciones de coordenadas\n\n| Herramienta | Descripción |\n| ----------------------- | --------------------------------- |\n| `transform_coordinates` | Transformar coordenadas entre CRS |\n| `project_geometry` | Proyectar una geometría entre CRS |\n\n#### Información de CRS\n\n| Herramienta | Descripción |\n| -------------------- | -------------------------------------------------- |\n| `get_crs_info` | Obtenga información detallada sobre un CRS |\n| `get_available_crs` | Obtener lista de todos los CRS disponibles |\n| `get_utm_zone` | Obtener la zona UTM para las coordenadas dadas |\n| `get_utm_crs` | Obtener UTM CRS para las coordenadas dadas |\n| `get_geocentric_crs` | Obtener CRS geocéntrico para las coordenadas dadas |\n\n#### Cálculos geodésicos\n\n| Herramienta | Descripción |\n| ----------------------------- | ------------------------------------------------------------ |\n| `get_geod_info` | Obtenga información sobre un cálculo geodésico |\n| `calculate_geodetic_distance` | Calcular la distancia geodésica entre puntos |\n| `calculate_geodetic_point` | Calcular el punto a una distancia y acimut determinados |\n| `calculate_geodetic_area` | Calcular el área de un polígono mediante cálculos geodésicos |\n\n## 🛠️ Desarrollo de clientes\n\nEjemplo de uso de las herramientas:\n\n### Operación de búfer\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### Transformación de coordenadas\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### Distancia geodésica\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 Funciones planificadas\n\n* Añadir soporte para más bibliotecas SIG - GDAL/OGR\n* Implementar indexación espacial avanzada\n* Añadir soporte para operaciones raster\n* Implementar capacidades de análisis de red\n* Añadir soporte para geometrías 3D\n* Implementar optimizaciones de rendimiento\n\n## 🤝 Contribuyendo\n\n¡Agradecemos tus contribuciones! Puedes ayudarnos de la siguiente manera:\n\n1. Bifurcar el repositorio\n2. Crear una rama de características ( `git checkout -b feature/AmazingFeature` )\n3. Confirme sus cambios ( `git commit -m 'Add some AmazingFeature'` )\n4. Empujar a la rama ( `git push origin feature/AmazingFeature` )\n5. Abrir una solicitud de extracción\n\nAsegúrese de que la descripción de su solicitud de relaciones públicas describa claramente el problema y la solución. Incluya el número de problema correspondiente, si corresponde.\n\n## 📄 Licencia\n\nEste proyecto está licenciado bajo la licencia MIT: consulte el archivo de LICENCIA para obtener más detalles.\n\n## 🔗 Proyectos relacionados\n\n* [Protocolo de contexto del modelo](https://github.com/anthropics/model-context-protocol) : la implementación principal del MCP\n* [Shapely](https://github.com/shapely/shapely) : paquete de Python para la manipulación y el análisis de objetos geométricos\n* [PyProj](https://github.com/pyproj4/pyproj) : interfaz de Python para la biblioteca PROJ\n\n## 📞 Soporte\n\nPara obtener ayuda, abra un problema en el repositorio de GitHub.\n\n## 🏆 Insignias","Spanish","es-ES",{"_29":55,"_37":59,"_39":60},{"_31":56,"_33":57,"_35":58},"LLM を GIS 操作に接続し、AI アシスタントが幾何学的操作、座標変換、空間測定などの正確な地理空間分析を実行できるようにするモデルコンテキストプロトコルサーバー。","GIS MCP サーバー","# GIS MCP サーバー\n\nGIS ライブラリ (現在は Shapely と PyProj がサポートされています) を使用して大規模言語モデル (LLM) を GIS 操作に接続し、AI アシスタントが地理空間操作と変換を実行できるようにするモデルコンテキストプロトコル (MCP) サーバー実装。\n\n> アルファ\n>\n> バージョン0.2.0（アルファ版）は現在開発中です。このプロジェクトの構築にご協力いただける方や開発者の方を歓迎いたします。\n\n## 🎥 デモ\n\n## 📋 目次\n\n* [特徴](#-features)\n* [前提条件](#-prerequisites)\n* [インストール](#-installation)\n\n * [pip インストール](#-pip-installation)\n * [開発インストール](#-development-installation)\n* [利用可能なツール](#-available-tools)\n\n * [シェイプリーオペレーション](#shapely-operations)\n\n * [基本操作](#basic-operations)\n * [幾何学的特性](#geometric-properties)\n * [変革](#transformations)\n * [高度な操作](#advanced-operations)\n * [測定](#measurements)\n * [検証と簡素化](#validation-and-simplification)\n * [PyProj 操作](#pyproj-operations)\n\n * [座標変換](#coordinate-transformations)\n * [CRS情報](#crs-information)\n * [測地計算](#geodetic-calculations)\n* [クライアント開発](#-client-development)\n* [計画されている機能](#-planned-features)\n* [貢献](#-contributing)\n* [ライセンス](#-license)\n* [関連プロジェクト](#-related-projects)\n* [サポート](#-support)\n* [バッジ](#-badges)\n\n## 🚀 機能\n\n* 🔍 包括的な幾何学演算（交差、結合、バッファなど）\n* 🌐 高度な座標変換と投影\n* 📏 正確な距離と面積の計算\n* 🗺️ 空間分析と検証\n* 🛠️ MCP 対応クライアントとの簡単な統合\n\n## 📋 前提条件\n\n* Python 3.10以上\n* MCP 互換クライアント (Claude Desktop や Cursor など)\n* パッケージインストールのためのインターネット接続\n\n## 🛠️ インストール\n\nニーズに最適なインストール方法を選択してください。\n\n### 📦 pip インストール\n\nほとんどのユーザーには pip インストールが推奨されます。\n\n1. uv パッケージマネージャーをインストールします。\n\n```bash\npip install uv\n```\n\n2. 仮想環境を作成する (Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. パッケージをインストールします。\n\n```bash\nuv pip install gis-mcp\n```\n\n4. サーバーを起動します。\n\n```bash\ngis-mcp\n```\n\n#### pip 設定\n\nClaude または Cursor で pip インストールを使用するには、次の構成を追加します。\n\n**クロードデスクトップ:**\n\n**ウィンドウズ:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**カーソル IDE** ( `.cursor/mcp.json`を作成):\n\n**ウィンドウズ:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n設定後:\n\n1. `YourUsername`実際のユーザー名に置き換えてください。\n2. 開発インストールの場合は、 `/path/to/gis-mcp`実際のプロジェクトへのパスに置き換えます。\n3. 変更を適用するにはIDEを再起動してください\n4. すべての GIS 操作を Claude または Cursor を通じて使用できるようになりました。\n\n### 🛠️ 開発インストール\n\n貢献者と開発者向け:\n\n1. uv パッケージマネージャーをインストールします。\n\n```bash\npip install uv\n```\n\n2. 仮想環境を作成します。\n\n```bash\nuv venv --python=3.10\n```\n\n3. 開発モードでパッケージをインストールします。\n\n```bash\nuv pip install -e .\n```\n\n4. サーバーを起動します。\n\n```bash\npython -m gis_mcp\n```\n\n#### 開発構成\n\nClaude または Cursor で開発インストールを使用するには、次の構成を追加します。\n\n**クロードデスクトップ:**\n\n**ウィンドウズ:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**カーソル IDE** ( `.cursor/mcp.json`を作成):\n\n**ウィンドウズ:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n設定後:\n\n1. `YourUsername`実際のユーザー名に置き換えてください。\n2. 開発インストールの場合は、 `/path/to/gis-mcp`実際のプロジェクトへのパスに置き換えます。\n3. 変更を適用するにはIDEを再起動してください\n4. すべての GIS 操作を Claude または Cursor を通じて使用できるようになりました。\n\n## 🛠️ 利用可能なツール\n\n### シェイプリーオペレーション\n\n#### 基本操作\n\n| 道具 | 説明 |\n| ---------------------- | ------------------------------------- |\n| `buffer` | カスタマイズ可能なパラメータを使用してジオメトリの周囲にバッファを作成する |\n| `intersection` | 2つのジオメトリの交差を見つける |\n| `union` | 2つのジオメトリを組み合わせる |\n| `difference` | ジオメトリ間の差異を見つける |\n| `symmetric_difference` | 図形間の対称差を求める |\n\n#### 幾何学的特性\n\n| 道具 | 説明 |\n| --------------------------- | ------------------ |\n| `convex_hull` | ジオメトリの凸包を計算する |\n| `envelope` | ジオメトリの境界ボックスを取得する |\n| `minimum_rotated_rectangle` | ジオメトリの最小回転長方形を取得する |\n| `get_centroid` | ジオメトリの重心を取得する |\n| `get_bounds` | ジオメトリの境界を取得する |\n| `get_coordinates` | ジオメトリの座標を取得する |\n| `get_geometry_type` | ジオメトリのタイプを取得する |\n\n#### 変革\n\n| 道具 | 説明 |\n| -------------------- | ------------------------ |\n| `rotate_geometry` | 指定した角度と原点でジオメトリを回転する |\n| `scale_geometry` | x と y の係数でジオメトリをスケーリングする |\n| `translate_geometry` | x、y、zオフセットでジオメトリを移動する |\n\n#### 高度な操作\n\n| 道具 | 説明 |\n| ------------------------ | ---------------- |\n| `triangulate_geometry` | ジオメトリの三角形を作成する |\n| `voronoi` | 点からボロノイ図を作成する |\n| `unary_union_geometries` | 複数のジオメトリの結合を作成する |\n\n#### 測定\n\n| 道具 | 説明 |\n| ------------ | ------------- |\n| `get_length` | ジオメトリの長さを取得する |\n| `get_area` | ジオメトリの面積を取得する |\n\n#### 検証と簡素化\n\n| 道具 | 説明 |\n| ------------ | -------------------- |\n| `is_valid` | ジオメトリが有効かどうかを確認する |\n| `make_valid` | ジオメトリを有効にする |\n| `simplify` | 指定された許容値でジオメトリを簡略化する |\n\n### PyProj 操作\n\n#### 座標変換\n\n| 道具 | 説明 |\n| ----------------------- | --------------- |\n| `transform_coordinates` | CRS間の座標変換 |\n| `project_geometry` | CRS間のジオメトリを投影する |\n\n#### CRS情報\n\n| 道具 | 説明 |\n| -------------------- | ---------------------- |\n| `get_crs_info` | CRSの詳細情報を取得する |\n| `get_available_crs` | 利用可能なすべてのCRSのリストを取得します |\n| `get_utm_zone` | 指定された座標のUTMゾーンを取得します |\n| `get_utm_crs` | 指定された座標の UTM CRS を取得する |\n| `get_geocentric_crs` | 指定された座標の地心CRSを取得する |\n\n#### 測地計算\n\n| 道具 | 説明 |\n| ----------------------------- | -------------------- |\n| `get_geod_info` | 測地計算に関する情報を取得する |\n| `calculate_geodetic_distance` | 点間の測地距離を計算する |\n| `calculate_geodetic_point` | 指定された距離と方位角の点を計算します |\n| `calculate_geodetic_area` | 測地計算を使用して多角形の面積を計算する |\n\n## 🛠️ クライアント開発\n\nツールの使用例:\n\n### バッファ操作\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### 座標変換\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### 測地距離\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 計画されている機能\n\n* より多くの GIS ライブラリのサポートを追加 - GDAL/OGR\n* 高度な空間インデックスを実装する\n* ラスター操作のサポートを追加\n* ネットワーク分析機能を実装する\n* 3Dジオメトリのサポートを追加\n* パフォーマンスの最適化を実装する\n\n## 🤝 貢献する\n\n皆様のご寄付をお待ちしております！ご協力いただける方法は以下の通りです。\n\n1. リポジトリをフォークする\n2. 機能ブランチを作成する ( `git checkout -b feature/AmazingFeature` )\n3. 変更をコミットします（ `git commit -m 'Add some AmazingFeature'` ）\n4. ブランチにプッシュする ( `git push origin feature/AmazingFeature` )\n5. プルリクエストを開く\n\nPRの説明には、問題と解決策を明確に記載してください。該当する場合は、関連する問題番号も含めてください。\n\n## 📄 ライセンス\n\nこのプロジェクトは MIT ライセンスに基づいてライセンスされています - 詳細については LICENSE ファイルを参照してください。\n\n## 🔗 関連プロジェクト\n\n* [モデルコンテキストプロトコル](https://github.com/anthropics/model-context-protocol)- MCPのコア実装\n* [Shapely](https://github.com/shapely/shapely) - 幾何学的オブジェクトの操作と分析のための Python パッケージ\n* [PyProj](https://github.com/pyproj4/pyproj) - PROJライブラリへのPythonインターフェース\n\n## 📞 サポート\n\nサポートについては、GitHub リポジトリで問題を開いてください。\n\n## 🏆 バッジ","Japanese","ja-JP",{"_29":62,"_37":66,"_39":67},{"_31":63,"_33":64,"_35":65},"LLM을 GIS 작업에 연결하여 AI 보조자가 기하학적 작업, 좌표 변환, 공간 측정을 포함한 정확한 지리공간 분석을 수행할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.","GIS MCP 서버","# GIS MCP 서버\n\nGIS 라이브러리(현재 Shapely 및 PyProj 지원)를 사용하여 대규모 언어 모델(LLM)을 GIS 작업에 연결하는 모델 컨텍스트 프로토콜(MCP) 서버 구현으로, AI 도우미가 공간 작업과 변환을 수행할 수 있습니다.\n\n> 알파\n>\n> 버전 0.2.0(알파)이 현재 활발하게 개발 중입니다. 이 프로젝트 구축에 기여해 주실 개발자분들과 여러분의 참여를 환영합니다.\n\n## 🎥 데모\n\n## 📋 목차\n\n* [특징](#-features)\n* [필수 조건](#-prerequisites)\n* [설치](#-installation)\n\n * [pip 설치](#-pip-installation)\n * [개발 설치](#-development-installation)\n* [사용 가능한 도구](#-available-tools)\n\n * [Shapely Operations](#shapely-operations)\n\n * [기본 작업](#basic-operations)\n * [기하학적 속성](#geometric-properties)\n * [변형](#transformations)\n * [고급 작업](#advanced-operations)\n * [측정](#measurements)\n * [검증 및 단순화](#validation-and-simplification)\n * [PyProj 작업](#pyproj-operations)\n\n * [좌표 변환](#coordinate-transformations)\n * [CRS 정보](#crs-information)\n * [측지 계산](#geodetic-calculations)\n* [클라이언트 개발](#-client-development)\n* [계획된 기능](#-planned-features)\n* [기여하다](#-contributing)\n* [특허](#-license)\n* [관련 프로젝트](#-related-projects)\n* [지원하다](#-support)\n* [배지](#-badges)\n\n## 🚀 특징\n\n* 🔍 포괄적인 기하 연산(교집합, 합집합, 버퍼 등)\n* 🌐 고급 좌표 변환 및 투영\n* 📏 정확한 거리 및 면적 계산\n* 🗺️ 공간 분석 및 검증\n* 🛠️ MCP 호환 클라이언트와의 간편한 통합\n\n## 📋 필수 조건\n\n* Python 3.10 이상\n* MCP 호환 클라이언트(Claude Desktop 또는 Cursor 등)\n* 패키지 설치를 위한 인터넷 연결\n\n## 🛠️ 설치\n\n귀하의 요구 사항에 가장 적합한 설치 방법을 선택하세요.\n\n### 📦 pip 설치\n\n대부분의 사용자에게 pip 설치가 권장됩니다.\n\n1. uv 패키지 관리자를 설치하세요:\n\n지엑스피1\n\n2. 가상 환경 만들기(Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. 패키지를 설치하세요:\n\n```bash\nuv pip install gis-mcp\n```\n\n4. 서버를 시작합니다:\n\n```bash\ngis-mcp\n```\n\n#### pip 구성\n\nClaude 또는 Cursor와 함께 pip 설치를 사용하려면 다음 구성을 추가하세요.\n\n**클로드 데스크탑:**\n\n**윈도우:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**리눅스/맥:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**커서 IDE** ( `.cursor/mcp.json` 생성):\n\n**윈도우:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**리눅스/맥:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n구성 후:\n\n1. `YourUsername` 실제 사용자 이름으로 바꿔야 합니다.\n2. 개발 설치의 경우 `/path/to/gis-mcp` 프로젝트의 실제 경로로 바꾸십시오.\n3. 변경 사항을 적용하려면 IDE를 다시 시작하세요.\n4. 이제 Claude나 Cursor를 통해 모든 GIS 작업을 사용할 수 있습니다!\n\n### 🛠️ 개발 설치\n\n기여자 및 개발자를 위한 정보:\n\n1. uv 패키지 관리자를 설치하세요:\n\n```bash\npip install uv\n```\n\n2. 가상 환경 만들기:\n\n```bash\nuv venv --python=3.10\n```\n\n3. 개발 모드에서 패키지를 설치하세요:\n\n```bash\nuv pip install -e .\n```\n\n4. 서버를 시작합니다:\n\n```bash\npython -m gis_mcp\n```\n\n#### 개발 구성\n\nClaude 또는 Cursor와 함께 개발 설치를 사용하려면 다음 구성을 추가하세요.\n\n**클로드 데스크탑:**\n\n**윈도우:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**리눅스/맥:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**커서 IDE** ( `.cursor/mcp.json` 생성):\n\n**윈도우:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**리눅스/맥:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n구성 후:\n\n1. `YourUsername` 실제 사용자 이름으로 바꿔야 합니다.\n2. 개발 설치의 경우 `/path/to/gis-mcp` 프로젝트의 실제 경로로 바꾸십시오.\n3. 변경 사항을 적용하려면 IDE를 다시 시작하세요.\n4. 이제 Claude나 Cursor를 통해 모든 GIS 작업을 사용할 수 있습니다!\n\n## 🛠️ 사용 가능한 도구\n\n### Shapely Operations\n\n#### 기본 작업\n\n| 도구 | 설명 |\n| ---------------------- | -------------------------------------- |\n| `buffer` | 사용자 정의 가능한 매개변수를 사용하여 형상 주변에 버퍼를 만듭니다. |\n| `intersection` | 두 기하학의 교집합 찾기 |\n| `union` | 두 개의 기하학을 결합합니다 |\n| `difference` | 기하학의 차이점을 찾으세요 |\n| `symmetric_difference` | 기하학 사이의 대칭적 차이점을 찾으세요 |\n\n#### 기하학적 속성\n\n| 도구 | 설명 |\n| --------------------------- | ---------------------- |\n| `convex_hull` | 기하학의 볼록 껍질 계산 |\n| `envelope` | 기하학의 경계 상자 가져오기 |\n| `minimum_rotated_rectangle` | 기하학의 최소 회전된 사각형을 구합니다. |\n| `get_centroid` | 기하학의 중심을 구하다 |\n| `get_bounds` | 기하학의 경계를 구하다 |\n| `get_coordinates` | 기하학의 좌표를 얻으세요 |\n| `get_geometry_type` | 기하학의 유형을 가져옵니다 |\n\n#### 변형\n\n| 도구 | 설명 |\n| -------------------- | ------------------------ |\n| `rotate_geometry` | 지정된 각도와 원점으로 기하학을 회전합니다. |\n| `scale_geometry` | x 및 y 요소로 기하학 크기 조정 |\n| `translate_geometry` | x, y, z 오프셋으로 기하학 변환 |\n\n#### 고급 작업\n\n| 도구 | 설명 |\n| ------------------------ | --------------------- |\n| `triangulate_geometry` | 기하학의 삼각형을 만듭니다 |\n| `voronoi` | 점에서 보로노이 다이어그램을 만듭니다. |\n| `unary_union_geometries` | 여러 개의 기하학의 합집합을 만듭니다. |\n\n#### 측정\n\n| 도구 | 설명 |\n| ------------ | ------------- |\n| `get_length` | 기하학의 길이를 구하세요 |\n| `get_area` | 기하학의 면적을 구하다 |\n\n#### 검증 및 단순화\n\n| 도구 | 설명 |\n| ------------ | ---------------------- |\n| `is_valid` | 지오메트리가 유효한지 확인하세요 |\n| `make_valid` | 기하학을 유효하게 만드세요 |\n| `simplify` | 지정된 허용오차로 기하학을 단순화합니다. |\n\n### PyProj 작업\n\n#### 좌표 변환\n\n| 도구 | 설명 |\n| ----------------------- | ------------------- |\n| `transform_coordinates` | CRS 간 좌표 변환 |\n| `project_geometry` | CRS 사이에 기하학을 투영합니다. |\n\n#### CRS 정보\n\n| 도구 | 설명 |\n| -------------------- | ------------------------- |\n| `get_crs_info` | CRS에 대한 자세한 정보를 얻으세요 |\n| `get_available_crs` | 사용 가능한 모든 CRS 목록 가져오기 |\n| `get_utm_zone` | 주어진 좌표에 대한 UTM 영역 가져오기 |\n| `get_utm_crs` | 주어진 좌표에 대한 UTM CRS 가져오기 |\n| `get_geocentric_crs` | 주어진 좌표에 대한 지구 중심 CRS 가져오기 |\n\n#### 측지 계산\n\n| 도구 | 설명 |\n| ----------------------------- | ------------------------ |\n| `get_geod_info` | 측지 계산에 대한 정보를 얻으세요 |\n| `calculate_geodetic_distance` | 지점 간 측지 거리 계산 |\n| `calculate_geodetic_point` | 주어진 거리와 방위각에서 지점을 계산합니다. |\n| `calculate_geodetic_area` | 측지 계산을 사용하여 다각형의 면적 계산 |\n\n## 🛠️ 클라이언트 개발\n\n도구 사용 예:\n\n### 버퍼 작업\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### 좌표 변환\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### 측지 거리\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 계획된 기능\n\n* 더 많은 GIS 라이브러리(GDAL/OGR)에 대한 지원 추가\n* 고급 공간 인덱싱 구현\n* 래스터 작업에 대한 지원 추가\n* 네트워크 분석 기능 구현\n* 3D 기하학에 대한 지원 추가\n* 성능 최적화 구현\n\n## 🤝 기여하기\n\n여러분의 참여를 환영합니다! 다음과 같은 방법으로 도움을 주세요.\n\n1. 저장소를 포크하세요\n2. 기능 브랜치를 생성합니다( `git checkout -b feature/AmazingFeature` )\n3. 변경 사항을 커밋합니다( `git commit -m 'Add some AmazingFeature'` )\n4. 브랜치에 푸시( `git push origin feature/AmazingFeature` )\n5. 풀 리퀘스트 열기\n\nPR 설명에 문제와 해결책을 명확하게 설명해 주세요. 해당되는 경우 관련 이슈 번호를 포함하세요.\n\n## 📄 라이센스\n\n이 프로젝트는 MIT 라이선스에 따라 라이선스가 부여되었습니다. 자세한 내용은 라이선스 파일을 참조하세요.\n\n## 🔗 관련 프로젝트\n\n* [모델 컨텍스트 프로토콜](https://github.com/anthropics/model-context-protocol) - 핵심 MCP 구현\n* [Shapely](https://github.com/shapely/shapely) - 기하학적 객체의 조작 및 분석을 위한 Python 패키지\n* [PyProj](https://github.com/pyproj4/pyproj) - PROJ 라이브러리에 대한 Python 인터페이스\n\n## 📞 지원\n\n지원이 필요하면 GitHub 저장소에서 이슈를 열어주세요.\n\n## 🏆 배지","Korean","ko-KR",{"_29":69,"_37":73,"_39":74},{"_31":70,"_33":71,"_35":72},"Сервер протокола контекста модели, который подключает LLM к операциям ГИС, позволяя помощникам на основе ИИ выполнять точный геопространственный анализ, включая геометрические операции, преобразования координат и пространственные измерения.","ГИС MCP Сервер","# ГИС MCP Сервер\n\nРеализация сервера Model Context Protocol (MCP), которая подключает большие языковые модели (LLM) к операциям ГИС с использованием библиотек ГИС (в настоящее время поддерживаются Shapely и PyProj), позволяя помощникам ИИ выполнять геопространственные операции и преобразования.\n\n> Альфа\n>\n> Версия 0.2.0 (Альфа) находится в стадии активной разработки. Мы приветствуем вклады и разработчиков, которые присоединятся к нам в создании этого проекта.\n\n## 🎥 Демо\n\n## 📋 Содержание\n\n* [Функции](#-features)\n* [Предпосылки](#-prerequisites)\n* [Установка](#-installation)\n\n * [Установка пип](#-pip-installation)\n * [Разработка Установка](#-development-installation)\n* [Доступные инструменты](#-available-tools)\n\n * [Операции Shapely](#shapely-operations)\n\n * [Основные операции](#basic-operations)\n * [Геометрические свойства](#geometric-properties)\n * [Трансформации](#transformations)\n * [Расширенные операции](#advanced-operations)\n * [Измерения](#measurements)\n * [Проверка и упрощение](#validation-and-simplification)\n * [Операции PyProj](#pyproj-operations)\n\n * [Преобразования координат](#coordinate-transformations)\n * [Информация CRS](#crs-information)\n * [Геодезические расчеты](#geodetic-calculations)\n* [Развитие клиентов](#-client-development)\n* [Планируемые функции](#-planned-features)\n* [Внося вклад](#-contributing)\n* [Лицензия](#-license)\n* [Связанные проекты](#-related-projects)\n* [Поддерживать](#-support)\n* [Значки](#-badges)\n\n## 🚀 Особенности\n\n* 🔍 Комплексные геометрические операции (пересечение, объединение, буферизация и т. д.)\n* 🌐 Расширенные преобразования координат и проекции\n* 📏 Точные расчеты расстояния и площади\n* 🗺️ Пространственный анализ и проверка\n* 🛠️ Простая интеграция с MCP-совместимыми клиентами\n\n## 📋 Предварительные условия\n\n* Python 3.10 или выше\n* MCP-совместимый клиент (например, Claude Desktop или Cursor)\n* Интернет-соединение для установки пакета\n\n## 🛠️ Установка\n\nВыберите наиболее подходящий для ваших нужд способ установки:\n\n### 📦 Установка пипа\n\nУстановка pip рекомендуется для большинства пользователей:\n\n1. Установите менеджер пакетов UV:\n\n```bash\npip install uv\n```\n\n2. Создание виртуальной среды (Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. Установите пакет:\n\n```bash\nuv pip install gis-mcp\n```\n\n4. Запустите сервер:\n\n```bash\ngis-mcp\n```\n\n#### Конфигурация pip\n\nЧтобы использовать установку pip с Claude или Cursor, добавьте следующую конфигурацию:\n\n**Клод Десктоп:**\n\n**Окна:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Курсор IDE** (создать `.cursor/mcp.json` ):\n\n**Окна:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\nПосле настройки:\n\n1. Обязательно замените `YourUsername` на свое фактическое имя пользователя.\n2. Для установки в режиме разработки замените `/path/to/gis-mcp` на фактический путь к вашему проекту.\n3. Перезапустите IDE, чтобы применить изменения.\n4. Теперь вы можете использовать все операции ГИС через Клода или Курсор!\n\n### 🛠️ Разработка Установка\n\nДля участников и разработчиков:\n\n1. Установите менеджер пакетов UV:\n\n```bash\npip install uv\n```\n\n2. Создайте виртуальную среду:\n\n```bash\nuv venv --python=3.10\n```\n\n3. Установите пакет в режиме разработки:\n\n```bash\nuv pip install -e .\n```\n\n4. Запустите сервер:\n\n```bash\npython -m gis_mcp\n```\n\n#### Конфигурация разработки\n\nЧтобы использовать установку разработки с Claude или Cursor, добавьте следующую конфигурацию:\n\n**Клод Десктоп:**\n\n**Окна:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Курсор IDE** (создать `.cursor/mcp.json` ):\n\n**Окна:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\nПосле настройки:\n\n1. Обязательно замените `YourUsername` на свое фактическое имя пользователя.\n2. Для установки в режиме разработки замените `/path/to/gis-mcp` на фактический путь к вашему проекту.\n3. Перезапустите IDE, чтобы применить изменения.\n4. Теперь вы можете использовать все операции ГИС через Клода или Курсор!\n\n## 🛠️ Доступные инструменты\n\n### Операции Shapely\n\n#### Основные операции\n\n| Инструмент | Описание |\n| ---------------------- | -------------------------------------------------------------------------- |\n| `buffer` | Создайте буфер вокруг геометрических объектов с настраиваемыми параметрами |\n| `intersection` | Найти пересечение двух геометрий |\n| `union` | Объединить две геометрии |\n| `difference` | Найдите разницу между геометриями |\n| `symmetric_difference` | Найдите симметричную разницу между геометриями |\n\n#### Геометрические свойства\n\n| Инструмент | Описание |\n| --------------------------- | ------------------------------------------------------- |\n| `convex_hull` | Вычислить выпуклую оболочку геометрии |\n| `envelope` | Получить ограничивающую рамку геометрии |\n| `minimum_rotated_rectangle` | Получить минимальный повернутый прямоугольник геометрии |\n| `get_centroid` | Получить центроид геометрии |\n| `get_bounds` | Получить границы геометрии |\n| `get_coordinates` | Получить координаты геометрии |\n| `get_geometry_type` | Получить тип геометрии |\n\n#### Трансформации\n\n| Инструмент | Описание |\n| -------------------- | ------------------------------------------------------ |\n| `rotate_geometry` | Поворот геометрии на заданный угол и начало координат |\n| `scale_geometry` | Масштабировать геометрию с помощью коэффициентов x и y |\n| `translate_geometry` | Перемещение геометрии со смещениями по осям x, y и z |\n\n#### Расширенные операции\n\n| Инструмент | Описание |\n| ------------------------ | ---------------------------------------- |\n| `triangulate_geometry` | Создать триангуляцию геометрии |\n| `voronoi` | Построить диаграмму Вороного из точек |\n| `unary_union_geometries` | Создать объединение нескольких геометрий |\n\n#### Измерения\n\n| Инструмент | Описание |\n| ------------ | -------------------------- |\n| `get_length` | Получить длину геометрии |\n| `get_area` | Получить площадь геометрии |\n\n#### Проверка и упрощение\n\n| Инструмент | Описание |\n| ------------ | --------------------------------------- |\n| `is_valid` | Проверьте правильность геометрии |\n| `make_valid` | Сделать геометрию допустимой |\n| `simplify` | Упростить геометрию с заданным допуском |\n\n### Операции PyProj\n\n#### Преобразования координат\n\n| Инструмент | Описание |\n| ----------------------- | ---------------------------------- |\n| `transform_coordinates` | Преобразование координат между CRS |\n| `project_geometry` | Проецирование геометрии между CRS |\n\n#### Информация CRS\n\n| Инструмент | Описание |\n| -------------------- | ------------------------------------------------------------------------- |\n| `get_crs_info` | Получите подробную информацию о CRS |\n| `get_available_crs` | Получить список всех доступных CRS |\n| `get_utm_zone` | Получить зону UTM для заданных координат |\n| `get_utm_crs` | Получить UTM CRS для заданных координат |\n| `get_geocentric_crs` | Получить геоцентрическую систему отсчета координат для заданных координат |\n\n#### Геодезические расчеты\n\n| Инструмент | Описание |\n| ----------------------------- | ----------------------------------------------------------------- |\n| `get_geod_info` | Получить информацию о геодезическом расчете |\n| `calculate_geodetic_distance` | Рассчитать геодезическое расстояние между точками |\n| `calculate_geodetic_point` | Вычислить точку на заданном расстоянии и азимуте |\n| `calculate_geodetic_area` | Вычислить площадь многоугольника с помощью геодезических расчетов |\n\n## 🛠️ Развитие клиентов\n\nПример использования инструментов:\n\n### Буферная операция\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### Преобразование координат\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### Геодезическое расстояние\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 Планируемые функции\n\n* Добавить поддержку большего количества библиотек ГИС — GDAL/OGR\n* Внедрить расширенную пространственную индексацию\n* Добавить поддержку растровых операций\n* Реализовать возможности сетевого анализа\n* Добавить поддержку 3D-геометрии\n* Реализовать оптимизацию производительности\n\n## 🤝 Вклад\n\nМы приветствуем ваши вклады! Вот как вы можете помочь:\n\n1. Форк репозитория\n2. Создайте ветку функций ( `git checkout -b feature/AmazingFeature` )\n3. Зафиксируйте ваши изменения ( `git commit -m 'Add some AmazingFeature'` )\n4. Отправка в ветку ( `git push origin feature/AmazingFeature` )\n5. Открыть запрос на извлечение\n\nУбедитесь, что описание вашего PR четко описывает проблему и ее решение. Включите соответствующий номер проблемы, если применимо.\n\n## 📄 Лицензия\n\nДанный проект лицензирован по лицензии MIT — подробности см. в файле LICENSE.\n\n## 🔗 Связанные проекты\n\n* [Модель контекстного протокола](https://github.com/anthropics/model-context-protocol) — основная реализация MCP\n* [Shapely](https://github.com/shapely/shapely) — пакет Python для манипулирования и анализа геометрических объектов\n* [PyProj](https://github.com/pyproj4/pyproj) — интерфейс Python к библиотеке PROJ\n\n## 📞 Поддержка\n\nДля получения поддержки, пожалуйста, создайте запрос в репозитории GitHub.\n\n## 🏆 Значки","Russian","ru-RU",{"_29":76,"_37":80,"_39":81},{"_31":77,"_33":78,"_35":79},"模型上下文协议服务器将 LLM 连接到 GIS 操作，使 AI 助手能够执行精确的地理空间分析，包括几何运算、坐标变换和空间测量。","GIS MCP 服务器","# GIS MCP 服务器\n\n模型上下文协议 (MCP) 服务器实现，使用 GIS 库（当前支持 Shapely 和 PyProj）将大型语言模型 (LLM) 连接到 GIS 操作，使 AI 助手能够执行地理空间操作和转换。\n\n> 阿尔法\n>\n> 0.2.0（Alpha）版本正在积极开发中。我们欢迎各位贡献代码并加入我们，共同构建这个项目。\n\n## 🎥 演示\n\n## 📋 目录\n\n* [特征](#-features)\n* [先决条件](#-prerequisites)\n* [安装](#-installation)\n\n * [pip 安装](#-pip-installation)\n * [开发安装](#-development-installation)\n* [可用工具](#-available-tools)\n\n * [Shapely 操作](#shapely-operations)\n\n * [基本操作](#basic-operations)\n * [几何特性](#geometric-properties)\n * [变换](#transformations)\n * [高级操作](#advanced-operations)\n * [测量](#measurements)\n * [验证和简化](#validation-and-simplification)\n * [PyProj 操作](#pyproj-operations)\n\n * [坐标变换](#coordinate-transformations)\n * [CRS信息](#crs-information)\n * [大地测量计算](#geodetic-calculations)\n* [客户开发](#-client-development)\n* [计划功能](#-planned-features)\n* [贡献](#-contributing)\n* [执照](#-license)\n* [相关项目](#-related-projects)\n* [支持](#-support)\n* [徽章](#-badges)\n\n## 🚀 功能\n\n* 🔍 全面的几何运算（交集、并集、缓冲等）\n* 🌐 高级坐标变换和投影\n* 📏 精确的距离和面积计算\n* 🗺️ 空间分析和验证\n* 🛠️ 轻松与 MCP 兼容客户端集成\n\n## 📋 先决条件\n\n* Python 3.10 或更高版本\n* MCP 兼容客户端（如 Claude Desktop 或 Cursor）\n* 用于软件包安装的互联网连接\n\n## 🛠️ 安装\n\n选择最适合您需要的安装方法：\n\n### 📦pip安装\n\n建议大多数用户使用 pip 安装：\n\n1. 安装 uv 包管理器：\n\n```bash\npip install uv\n```\n\n2. 创建虚拟环境（Python 3.10+）：\n\n```bash\nuv venv --python=3.10\n```\n\n3. 安装软件包：\n\n```bash\nuv pip install gis-mcp\n```\n\n4. 启动服务器：\n\n```bash\ngis-mcp\n```\n\n#### pip 配置\n\n要使用 Claude 或 Cursor 的 pip 安装，请添加以下配置：\n\n**克劳德桌面：**\n\n**视窗：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Cursor IDE** （创建`.cursor/mcp.json` ）：\n\n**视窗：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n配置后：\n\n1. 确保将`YourUsername`替换为您的实际用户名\n2. 对于开发安装，请将`/path/to/gis-mcp`替换为项目的实际路径\n3. 重新启动 IDE 以应用更改\n4. 您现在可以通过 Claude 或 Cursor 使用所有 GIS 操作！\n\n### 🛠️ 开发安装\n\n对于贡献者和开发者：\n\n1. 安装 uv 包管理器：\n\n```bash\npip install uv\n```\n\n2. 创建虚拟环境：\n\n```bash\nuv venv --python=3.10\n```\n\n3. 以开发模式安装包：\n\n```bash\nuv pip install -e .\n```\n\n4. 启动服务器：\n\n```bash\npython -m gis_mcp\n```\n\n#### 开发配置\n\n要使用 Claude 或 Cursor 的开发安装，请添加以下配置：\n\n**克劳德桌面：**\n\n**视窗：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Cursor IDE** （创建`.cursor/mcp.json` ）：\n\n**视窗：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac：**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n配置后：\n\n1. 确保将`YourUsername`替换为您的实际用户名\n2. 对于开发安装，请将`/path/to/gis-mcp`替换为项目的实际路径\n3. 重新启动 IDE 以应用更改\n4. 您现在可以通过 Claude 或 Cursor 使用所有 GIS 操作！\n\n## 🛠️ 可用工具\n\n### Shapely 操作\n\n#### 基本操作\n\n| 工具 | 描述 |\n| ---------------------- | -------------------- |\n| `buffer` | 使用可自定义的参数在几何体周围创建缓冲区 |\n| `intersection` | 查找两个几何体的交集 |\n| `union` | 组合两个几何体 |\n| `difference` | 寻找几何图形之间的差异 |\n| `symmetric_difference` | 查找几何之间的对称差异 |\n\n#### 几何特性\n\n| 工具 | 描述 |\n| --------------------------- | ------------ |\n| `convex_hull` | 计算几何体的凸包 |\n| `envelope` | 获取几何体的边界框 |\n| `minimum_rotated_rectangle` | 获取几何体的最小旋转矩形 |\n| `get_centroid` | 获取几何体的质心 |\n| `get_bounds` | 获取几何体的边界 |\n| `get_coordinates` | 获取几何体的坐标 |\n| `get_geometry_type` | 获取几何体的类型 |\n\n#### 变换\n\n| 工具 | 描述 |\n| -------------------- | ------------------ |\n| `rotate_geometry` | 以指定的角度和原点旋转几何体 |\n| `scale_geometry` | 使用 x 和 y 因子缩放几何体 |\n| `translate_geometry` | 使用 x、y 和 z 偏移平移几何体 |\n\n#### 高级操作\n\n| 工具 | 描述 |\n| ------------------------ | --------------- |\n| `triangulate_geometry` | 创建几何体的三角剖分 |\n| `voronoi` | 根据点创建 Voronoi 图 |\n| `unary_union_geometries` | 创建多个几何体的联合 |\n\n#### 测量\n\n| 工具 | 描述 |\n| ------------ | -------- |\n| `get_length` | 获取几何的长度 |\n| `get_area` | 获取几何体的面积 |\n\n#### 验证和简化\n\n| 工具 | 描述 |\n| ------------ | ------------ |\n| `is_valid` | 检查几何是否有效 |\n| `make_valid` | 使几何有效 |\n| `simplify` | 简化具有指定公差的几何体 |\n\n### PyProj 操作\n\n#### 坐标变换\n\n| 工具 | 描述 |\n| ----------------------- | ------------- |\n| `transform_coordinates` | 在 CRS 之间转换坐标 |\n| `project_geometry` | 在 CRS 之间投影几何体 |\n\n#### CRS信息\n\n| 工具 | 描述 |\n| -------------------- | --------------- |\n| `get_crs_info` | 获取有关 CRS 的详细信息 |\n| `get_available_crs` | 获取所有可用 CRS 的列表 |\n| `get_utm_zone` | 获取给定坐标的 UTM 区域 |\n| `get_utm_crs` | 获取给定坐标的 UTM CRS |\n| `get_geocentric_crs` | 获取给定坐标的地心 CRS |\n\n#### 大地测量计算\n\n| 工具 | 描述 |\n| ----------------------------- | -------------- |\n| `get_geod_info` | 获取有关大地测量计算的信息 |\n| `calculate_geodetic_distance` | 计算点之间的大地距离 |\n| `calculate_geodetic_point` | 计算给定距离和方位角的点 |\n| `calculate_geodetic_area` | 使用大地测量计算多边形的面积 |\n\n## 🛠️ 客户端开发\n\n工具使用示例：\n\n### 缓冲区操作\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### 坐标变换\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### 大地距离\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n## 🔮 计划功能\n\n* 添加对更多 GIS 库的支持 - GDAL/OGR\n* 实施高级空间索引\n* 添加对光栅操作的支持\n* 实现网络分析功能\n* 添加对 3D 几何体的支持\n* 实施性能优化\n\n## 🤝 贡献\n\n欢迎您贡献力量！您可以通过以下方式提供帮助：\n\n1. 分叉存储库\n2. 创建功能分支（ `git checkout -b feature/AmazingFeature` ）\n3. 提交您的更改（ `git commit -m 'Add some AmazingFeature'` ）\n4. 推送到分支（ `git push origin feature/AmazingFeature` ）\n5. 打开拉取请求\n\n请确保您的 PR 描述清晰地描述了问题和解决方案。如适用，请包含相关的问题编号。\n\n## 📄 许可证\n\n该项目根据 MIT 许可证获得许可 - 有关详细信息，请参阅 LICENSE 文件。\n\n## 🔗 相关项目\n\n* [模型上下文协议](https://github.com/anthropics/model-context-protocol)- MCP 的核心实现\n* [Shapely](https://github.com/shapely/shapely) - 用于操作和分析几何对象的 Python 包\n* [PyProj](https://github.com/pyproj4/pyproj) ——PROJ 库的 Python 接口\n\n## 📞 支持\n\n如需支持，请在 GitHub 存储库中打开一个问题。\n\n## 🏆 徽章","Chinese","zh-CN","githubUser","locale",{"_85":86,"_13":87,"_97":43,"_98":43,"_33":34,"_16":99,"_100":101,"_120":121,"_128":-5,"_129":130,"_131":132,"_133":134,"_176":177,"_182":-5,"_108":158,"_183":184,"_111":185,"_186":187},"addedAt","2025-05-07T18:01:03.590726Z",[88,89,90,91,92,93,94,95,96],"category:location-services","category:autonomous-agents","environment:local","hosting:local-only","language:python","security_grade:a","quality_grade:a","license_grade:a","author:claimed","descriptionMarkdown","descriptionPlainText",6427,"integrations",[102,113],{"_103":104,"_31":110,"_111":112},"brand",{"_105":106,"_37":107,"_108":109},"logoSvgPath","M14.32642 13.62652q.0173-.01611.03381-.0332l-.03424.03357ZM14.09705 13.85192c-.00366-.01709-.00659-.032-.008-.04266l.00476.04688ZM13.804 9.19l-.003.001h.025l-.022-.001M15.153 19.24066l.18909.70178a1.2597 1.2597 0 0 0-.01013-.49133.54159.54159 0 0 0-.17896-.21045ZM13.042 19.65h.493l-.246-1.015-.247 1.015M9.87977 21.60888a3.79211 3.79211 0 0 0 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analysis.","uid","76w2lipnum",{"_103":114,"_31":118,"_111":119},{"_105":115,"_37":116,"_108":117},"M14.25.18l.9.2.73.26.59.3.45.32.34.34.25.34.16.33.1.3.04.26.02.2-.01.13V8.5l-.05.63-.13.55-.21.46-.26.38-.3.31-.33.25-.35.19-.35.14-.33.1-.3.07-.26.04-.21.02H8.77l-.69.05-.59.14-.5.22-.41.27-.33.32-.27.35-.2.36-.15.37-.1.35-.07.32-.04.27-.02.21v3.06H3.17l-.21-.03-.28-.07-.32-.12-.35-.18-.36-.26-.36-.36-.35-.46-.32-.59-.28-.73-.21-.88-.14-1.05-.05-1.23.06-1.22.16-1.04.24-.87.32-.71.36-.57.4-.44.42-.33.42-.24.4-.16.36-.1.32-.05.24-.01h.16l.06.01h8.16v-.83H6.18l-.01-2.75-.02-.37.05-.34.11-.31.17-.28.25-.26.31-.23.38-.2.44-.18.51-.15.58-.12.64-.1.71-.06.77-.04.84-.02 1.27.05zm-6.3 1.98l-.23.33-.08.41.08.41.23.34.33.22.41.09.41-.09.33-.22.23-.34.08-.41-.08-.41-.23-.33-.33-.22-.41-.09-.41.09zm13.09 3.95l.28.06.32.12.35.18.36.27.36.35.35.47.32.59.28.73.21.88.14 1.04.05 1.23-.06 1.23-.16 1.04-.24.86-.32.71-.36.57-.4.45-.42.33-.42.24-.4.16-.36.09-.32.05-.24.02-.16-.01h-8.22v.82h5.84l.01 2.76.02.36-.05.34-.11.31-.17.29-.25.25-.31.24-.38.2-.44.17-.51.15-.58.13-.64.09-.71.07-.77.04-.84.01-1.27-.04-1.07-.14-.9-.2-.73-.25-.59-.3-.45-.33-.34-.34-.25-.34-.16-.33-.1-.3-.04-.25-.02-.2.01-.13v-5.34l.05-.64.13-.54.21-.46.26-.38.3-.32.33-.24.35-.2.35-.14.33-.1.3-.06.26-.04.21-.02.13-.01h5.84l.69-.05.59-.14.5-.21.41-.28.33-.32.27-.35.2-.36.15-.36.1-.35.07-.32.04-.28.02-.21V6.07h2.09l.14.01zm-6.47 14.25l-.23.33-.08.41.08.41.23.33.33.23.41.08.41-.08.33-.23.23-.33.08-.41-.08-.41-.23-.33-.33-.23-.41-.08-.41.08z","Python","python","Leverages Python GIS libraries (Shapely and PyProj) to provide geometric operations, coordinate transformations, and geodetic calculations for AI assistants.","kofbbjrmw1","namespace",{"_122":123,"_108":127},"owner",{"_124":125},"githubAccount",{"_126":127},"login","mahdin75","readmeMarkdown","recentUsage",0,"redditPostExternalId","1kh4dla","repository",{"_135":136,"_143":144,"_148":149,"_167":-5,"_168":169,"_170":-5,"_171":172},"argumentsJsonSchema",{"_137":138,"_139":140,"_141":142},"properties",{},"required",[],"type","object","githubProject",{"_35":145,"_146":147},"# GIS MCP Server\n\n[![PyPI version](https://img.shields.io/pypi/v/gis-mcp.svg)](https://pypi.org/project/gis-mcp/)\n[![PyPI downloads](https://img.shields.io/pypi/dm/gis-mcp.svg)](https://pypi.org/project/gis-mcp/)\n

\n\n

✨ Want to perform accurate geospatial analysis in your chatbot? ✨

Install GIS-MCP and transform your AI's spatial capabilities!

\n
\n $\"GIS$ \n\n
\n

\n\nA Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and transformations.\n\n---\n\n🌐 **Website:** [gis-mcp.com](https://gis-mcp.com)\n\n> Current version is 0.10.0 (Beta):\n>\n> We welcome contributions and developers to join us in building this project.\n\n## 🎥 Demo\n\n

\n $\"GIS$ \n

\n\n### Rasterio Demo\n\n

\n \n
\n Click to watch the Rasterio demo video or go to docs folder\n \n

\n\n## 📋 Table of Contents\n\n- [Features](#-features)\n- [Prerequisites](#-prerequisites)\n- [Installation](#-installation)\n - [Installing via Smithery](#-installing-via-smithery)\n - [pip Installation](#-pip-installation)\n - [Development Installation](#-development-installation)\n- [Available Functions](#-available-functions)\n - [Shapely Functions](#-shapely-functions-29-total)\n - [PyProj Functions](#-pyproj-functions-13-total)\n - [GeoPandas Functions](#-geopandas-functions-13-total)\n - [Rasterio Functions](#-rasterio-functions-20-total)\n - [PySAL Functions](#-pysal-functions-18-total)\n - [Visualization Functions](#-visualization-functions-2-total)\n - [Static Map Functions](#-static-map-functions-1-total)\n - [Interactive Web Map Functions](#-interactive-web-map-functions-1-total)\n - [Administrative Boundaries Functions](#-administrative-boundaries-functions-1-total)\n - [Climate Data Functions](#-climate-data-functions-1-total)\n - [Ecology Data Functions](#-ecology-data-functions-2-total)\n - [Movement Data Functions](#-movement-data-functions-2-total)\n - [Land Cover Data Functions](#-land-cover-data-functions-2-total)\n - [Satellite Imagery Functions](#-satellite-imagery-functions-1-total)\n- [Client Development](#-client-development)\n- [Planned Features](#-planned-features)\n- [Contributing](#-contributing)\n- [License](#-license)\n- [Related Projects](#-related-projects)\n- [Support](#-support)\n- [Badges](#-badges)\n\n## 🚀 Features\n\nGIS MCP Server empowers AI assistants with advanced geospatial intelligence. Key features include:\n\n- 🔹 **Comprehensive Geometry Operations** – Perform intersection, union, buffer, difference, and other geometric transformations with ease.\n- 🔹 **Advanced Coordinate Transformations** – Effortlessly reproject and transform geometries between coordinate reference systems.\n- 🔹 **Accurate Measurements** – Compute distances, areas, lengths, and centroids precisely.\n- 🔹 **Spatial Analysis & Validation** – Validate geometries, run proximity checks, and perform spatial overlays or joins.\n- 🔹 **Raster & Vector Support** – Process raster layers, compute indices like NDVI, clip, resample, and merge with vector data.\n- 🔹 **Spatial Statistics & Modeling** – Leverage PySAL for spatial autocorrelation, clustering, and neighborhood analysis.\n- 🔹 **Easy Integration** – Connect seamlessly with MCP-compatible clients like Claude Desktop or Cursor IDE.\n- 🔹 **Flexible & Extensible** – Supports Python-based GIS libraries and is ready for custom tools or workflow extensions.\n\n> 🌟 **Tip:** With GIS MCP Server, your AI can now “think spatially,” unlocking new capabilities for environmental analysis, mapping, and location intelligence.\n\n---\n\n## 📋 Prerequisites\n\n- Python 3.10 or higher\n- MCP-compatible client (like Claude Desktop or Cursor)\n- Internet connection for package installation\n\n## 🛠 Installation\n\nChoose the installation method that best suits your needs:\n\n### 🛠 Installing via Smithery\n\nTo install GIS MCP Server for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@mahdin75/gis-mcp):\n\n```bash\nnpx -y @smithery/cli install @mahdin75/gis-mcp --client claude\n```\n\n### 📦 pip Installation\n\nThe pip installation is recommended for most users:\n\n1. Install uv package manager:\n\n```bash\npip install uv\n```\n\n2. Create the Virtual Environment (Python 3.10+):\n\n```bash\nuv venv --python=3.10\n```\n\n3. Activate the Virtual Environment:\n\nOn Windows (PowerShell):\n\n```powershell\n.\\.venv\\Scripts\\Activate.ps1\n```\n\nOn Linux:\n\n```bash\nsource .venv/bin/activate\n```\n\n4. Install the package:\n\n```bash\nuv pip install gis-mcp\n```\n\n#### Install with Visualization Features\n\nTo install with visualization capabilities (Folium and PyDeck for interactive maps):\n\n```bash\nuv pip install gis-mcp[visualize]\n```\n\nThis will install additional dependencies:\n\n- `folium>=0.15.0` - For creating interactive web maps\n- `pydeck>=0.9.0` - For advanced 3D visualizations\n\n5. Start the server:\n\n```bash\ngis-mcp\n```\n\n#### pip Configuration\n\nTo use the pip installation with Claude or Cursor, add the following configuration:\n\n**Claude Desktop:**\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Cursor IDE** (create `.cursor/mcp.json`):\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\Users\\\\YourUsername\\\\.venv\\\\Scripts\\\\gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/home/YourUsername/.venv/bin/gis-mcp\",\n \"args\": []\n }\n }\n}\n```\n\nAfter configuration:\n\n1. Make sure to replace `YourUsername` with your actual username\n2. For development installation, replace `/path/to/gis-mcp` with the actual path to your project\n3. Restart your IDE to apply the changes\n4. You can now use all GIS operations through Claude or Cursor!\n\n### 🛠 Development Installation\n\nFor contributors and developers:\n\n1. Install uv package manager:\n\n```bash\npip install uv\n```\n\n2. Create the Virtual Environment:\n\n```bash\nuv venv --python=3.10\n```\n\n3. Install the package in development mode:\n\n```bash\nuv pip install -e .\n```\n\n4. Start the server:\n\n```bash\npython -m gis_mcp\n```\n\n#### Development Configuration\n\nTo use the development installation with Claude or Cursor, add the following configuration:\n\n**Claude Desktop:**\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Cursor IDE** (create `.cursor/mcp.json`):\n\n**Windows:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"C:\\\\path\\\\to\\\\gis-mcp\\\\.venv\\\\Scripts\\\\python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\n**Linux/Mac:**\n\n```json\n{\n \"mcpServers\": {\n \"gis-mcp\": {\n \"command\": \"/path/to/gis-mcp/.venv/bin/python\",\n \"args\": [\"-m\", \"gis_mcp\"]\n }\n }\n}\n```\n\nAfter configuration:\n\n1. Make sure to replace `YourUsername` with your actual username\n2. For development installation, replace `/path/to/gis-mcp` with the actual path to your project\n3. Restart your IDE to apply the changes\n4. You can now use all GIS operations through Claude or Cursor!\n\n## 📚 Available Functions\n\nThis section provides a comprehensive list of all available functions organized by library.\n\n### 🔷 Shapely Functions (29 total)\n\n**Basic Geometric Operations:**\n\n- `buffer` - Create buffer around geometry\n- `intersection` - Find intersection of two geometries\n- `union` - Combine two geometries\n- `difference` - Find difference between geometries\n- `symmetric_difference` - Find symmetric difference\n\n**Geometric Properties:**\n\n- `convex_hull` - Calculate convex hull\n- `envelope` - Get bounding box\n- `minimum_rotated_rectangle` - Get minimum rotated rectangle\n- `get_centroid` - Get centroid point\n- `get_bounds` - Get geometry bounds\n- `get_coordinates` - Extract coordinate array\n- `get_geometry_type` - Get geometry type name\n\n**Transformations:**\n\n- `rotate_geometry` - Rotate geometry by angle\n- `scale_geometry` - Scale geometry by factors\n- `translate_geometry` - Move geometry by offset\n\n**Advanced Operations:**\n\n- `triangulate_geometry` - Create triangulation\n- `voronoi` - Create Voronoi diagram\n- `unary_union_geometries` - Union multiple geometries\n\n**Measurements:**\n\n- `get_length` - Calculate geometry length\n- `get_area` - Calculate geometry area\n\n**Validation & Utilities:**\n\n- `is_valid` - Check geometry validity\n- `make_valid` - Fix invalid geometry\n- `simplify` - Simplify geometry\n- `snap_geometry` - Snap to reference geometry\n- `nearest_point_on_geometry` - Find nearest point\n- `normalize_geometry` - Normalize orientation\n- `geometry_to_geojson` - Convert to GeoJSON\n- `geojson_to_geometry` - Convert from GeoJSON\n\n### 🔷 PyProj Functions (13 total)\n\n**Coordinate Transformations:**\n\n- `transform_coordinates` - Transform point coordinates\n- `project_geometry` - Project geometry between CRS\n\n**CRS Information:**\n\n- `get_crs_info` - Get detailed CRS information\n- `get_available_crs` - List available CRS systems\n- `get_utm_zone` - Get UTM zone for coordinates\n- `get_utm_crs` - Get UTM CRS for coordinates\n- `get_geocentric_crs` - Get geocentric CRS\n\n**Geodetic Calculations:**\n\n- `get_geod_info` - Get ellipsoid information\n- `calculate_geodetic_distance` - Calculate distance on ellipsoid\n- `calculate_geodetic_point` - Calculate point at distance/azimuth\n- `calculate_geodetic_area` - Calculate area on ellipsoid\n\n### 🔷 GeoPandas Functions (13 total)\n\n**I/O Operations:**\n\n- `read_file_gpd` - Read geospatial file with preview\n- `write_file_gpd` - Export GeoDataFrame to file\n\n**Join & Merge Operations:**\n\n- `append_gpd` - Concatenate GeoDataFrames vertically\n- `merge_gpd` - Database-style attribute joins\n- `overlay_gpd` - Spatial overlay operations\n- `dissolve_gpd` - Dissolve by attribute\n- `explode_gpd` - Split multi-part geometries\n\n**Spatial Operations:**\n\n- `clip_vector` - Clip geometries\n- `sjoin_gpd` - Spatial joins\n- `sjoin_nearest_gpd` - Nearest neighbor spatial joins\n- `point_in_polygon` - Point-in-polygon tests\n\n### 🔷 Rasterio Functions (20 total)\n\n**Basic Raster Operations:**\n\n- `metadata_raster` - Get raster metadata\n- `get_raster_crs` - Get raster CRS\n- `extract_band` - Extract single band\n- `raster_band_statistics` - Calculate band statistics\n- `raster_histogram` - Compute pixel histograms\n\n**Raster Processing:**\n\n- `clip_raster_with_shapefile` - Clip raster with polygons\n- `resample_raster` - Resample by scale factor\n- `reproject_raster` - Reproject to new CRS\n- `tile_raster` - Split into tiles\n\n**Raster Analysis:**\n\n- `compute_ndvi` - Calculate vegetation index\n- `raster_algebra` - Mathematical operations on bands\n- `concat_bands` - Combine single-band rasters\n- `weighted_band_sum` - Weighted band combination\n\n**Advanced Analysis:**\n\n- `zonal_statistics` - Statistics within polygons\n- `reclassify_raster` - Reclassify pixel values\n- `focal_statistics` - Moving window statistics\n- `hillshade` - Generate hillshade from DEM\n- `write_raster` - Write array to raster file\n\n### 🔷 PySAL Functions (18 total)\n\n**Spatial Autocorrelation:**\n\n- `morans_i` - Global Moran's I statistic\n- `gearys_c` - Global Geary's C statistic\n- `gamma_statistic` - Gamma index\n- `getis_ord_g` - Global Getis-Ord G statistic\n\n**Local Statistics:**\n\n- `moran_local` - Local Moran's I\n- `getis_ord_g_local` - Local Getis-Ord G\\*\n- `join_counts_local` - Local join counts\n\n**Global Statistics:**\n\n- `join_counts` - Binary join counts test\n- `adbscan` - Adaptive density-based clustering\n\n**Spatial Weights:**\n\n- `weights_from_shapefile` - Create weights from shapefile\n- `distance_band_weights` - Distance-based weights\n- `knn_weights` - K-nearest neighbors weights\n- `build_transform_and_save_weights` - Build, transform, and save weights\n- `ols_with_spatial_diagnostics_safe` - OLS regression with spatial diagnostics\n- `build_and_transform_weights` - Build and transform weights\n\n**Spatial-Temporal Analysis:**\n\n- `spatial_markov` - Spatial Markov analysis for panel data\n- `dynamic_lisa` - Dynamic LISA (directional LISA) analysis\n\n**Spatial Regression:**\n\n- `gm_lag` - GM_Lag spatial 2SLS/GMM-IV spatial lag model\n\n### 🔷 Visualization Functions (2 total)\n\n**Static Map Visualization (Matplotlib/GeoPandas):**\n\n- `create_map` – Generate high-quality static maps (PNG, PDF, JPG) from multiple geospatial data sources including shapefiles, rasters, WKT geometries, and coordinate arrays. Supports multiple layers with individual styling options, legends, titles, and grid overlays.\n\n**Interactive Web Map Visualization (Folium):**\n\n- `create_web_map` – Generate interactive HTML maps using Folium with layer controls, legends, scale bars, dynamic titles, tooltips, and minimap. Supports multiple basemap options and responsive design for web browsers.\n\n### 🔷 Administrative Boundaries Functions (1 total)\n\n**Boundary Download:**\n\n- `download_boundaries` - Download GADM administrative boundaries and save as GeoJSON\n\n### 🔷 Climate Data Functions (1 total)\n\n**Climate Data Download:**\n\n- `download_climate_data` - Download climate data (ERA5 or other CDS datasets)\n\n### 🔷 Ecology Data Functions (2 total)\n\n**Ecology Data Download and Info:**\n\n- `get_species_info` – Retrieve taxonomic information for a given species name\n- `download_species_occurrences` – Download occurrence records for a given species and save as JSON\n\n### 🔷 Movement Data Functions (2 total)\n\n**Movement Data Download and Routing (via [OSMnx](https://osmnx.readthedocs.io/en/stable/)):**\n\n- `download_street_network` – Download a street network for a given place and save as GraphML\n- `calculate_shortest_path` – Calculate the shortest path between two points using a saved street network\n\n### 🔷 Land Cover Data Functions (2 total)\n\n**Land Cover from Planetary Computer:**\n\n- `download_worldcover` – Download ESA WorldCover for AOI/year; optional crop and reprojection\n- `compute_s2_ndvi` – Compute NDVI from Sentinel-2 L2A; crop and reprojection supported\n\n### 🔷 Satellite Imagery Functions (1 total)\n\n**STAC-based Satellite Download:**\n\n- `download_satellite_imagery` – Download and stack bands from STAC items (e.g., Sentinel-2, Landsat), with optional crop and reprojection\n\n**Total Functions Available: 92**\n\n## 🛠 Client Development\n\nExample usage of the tools:\n\n### Buffer Operation\n\n```python\nTool: buffer\nParameters: {\n \"geometry\": \"POINT(0 0)\",\n \"distance\": 10,\n \"resolution\": 16,\n \"join_style\": 1,\n \"mitre_limit\": 5.0,\n \"single_sided\": false\n}\n```\n\n### Coordinate Transformation\n\n```python\nTool: transform_coordinates\nParameters: {\n \"coordinates\": [0, 0],\n \"source_crs\": \"EPSG:4326\",\n \"target_crs\": \"EPSG:3857\"\n}\n```\n\n### Geodetic Distance\n\n```python\nTool: calculate_geodetic_distance\nParameters: {\n \"point1\": [0, 0],\n \"point2\": [10, 10],\n \"ellps\": \"WGS84\"\n}\n```\n\n### Static Map Creation\n\n```python\nTool: create_map\nParameters: {\n \"layers\": [\n {\n \"data\": \"buildings.shp\",\n \"style\": {\"label\": \"Buildings\", \"color\": \"red\", \"alpha\": 0.7}\n },\n {\n \"data\": \"roads.shp\",\n \"style\": {\"label\": \"Roads\", \"color\": \"black\", \"linewidth\": 1}\n }\n ],\n \"filename\": \"city_analysis\",\n \"filetype\": \"png\",\n \"title\": \"City Infrastructure Analysis\",\n \"show_grid\": true,\n \"add_legend\": true\n}\n```\n\n### Interactive Web Map Creation\n\n```python\nTool: create_web_map\nParameters: {\n \"layers\": [\n {\n \"data\": \"buildings.shp\",\n \"style\": {\"label\": \"Buildings\", \"color\": \"red\"}\n },\n {\n \"data\": \"parks.geojson\",\n \"style\": {\"label\": \"Parks\", \"color\": \"green\"}\n }\n ],\n \"filename\": \"city_interactive.html\",\n \"title\": \"City Infrastructure Map\",\n \"basemap\": \"CartoDB positron\",\n \"show_grid\": true,\n \"add_legend\": true,\n \"add_minimap\": true\n}\n```\n\n## 🔮 Planned Features\n\n- Implement advanced spatial indexing\n- Implement network analysis capabilities\n- Add support for 3D geometries\n- Implement performance optimizations\n- Add support for more GIS libraries\n\n## 🤝 Contributing\n\nWe welcome contributions! Here's how you can help:\n\n1. Fork the repository\n2. Create a feature branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\nPlease ensure your PR description clearly describes the problem and solution. Include the relevant issue number if applicable.\n\n## 📄 License\n\nThis project is licensed under the MIT License - see the LICENSE file for details.\n\n## 🔗 Related Projects\n\n| Project Name | Category | Description |\n| --------------------------------------------------------------------------------------------------- | -------------------------- | ------------------------------------------------------------------------------------------------------------- |\n| [Model Context Protocol](https://github.com/anthropics/model-context-protocol) | MCP Related | The core MCP implementation |\n| [Shapely](https://github.com/shapely/shapely) | Geospatial Analysis | Python package for manipulation and analysis of geometric objects |\n| [PyProj](https://github.com/pyproj4/pyproj) | Geospatial Analysis | Python interface to PROJ library |\n| [GeoPandas](https://github.com/geopandas/geopandas) | Geospatial Analysis | Python package for working with geospatial data |\n| [Rasterio](https://github.com/rasterio/rasterio) | Geospatial Analysis | Python package for reading and writing geospatial raster data |\n| [PySAL](https://github.com/pysal/pysal) | Geospatial Analysis | Python spatial analysis library for geospatial data science |\n| [cdsapi](https://github.com/ecmwf/cdsapi) | Geospatial Data Collecting | Python API to access the Copernicus Climate Data Store (CDS) |\n| [pygadm](https://github.com/12rambau/pygadm) | Geospatial Data Collecting | Easy access to administrative boundary defined by GADM from Python scripts |\n| [pygbif](https://github.com/gbif/pygbif) | Geospatial Data Collecting | Python client for the GBIF API (ecology and biodiversity data) |\n| [OSMnx](https://osmnx.readthedocs.io/en/stable/) | Geospatial Data Collecting | Python package for downloading, modeling, and analyzing street networks and urban features from OpenStreetMap |\n| [pystac-client](https://github.com/stac-utils/pystac-client) | Geospatial Data Collecting | Python client for STAC catalogs; search and access spatiotemporal assets |\n| [Planetary Computer SDK for Python](https://github.com/microsoft/planetary-computer-sdk-for-python) | Geospatial Data Collecting | Python SDK for Microsoft Planetary Computer; auth and helpers for STAC/COGs |\n\n## 📞 Support\n\nFor support, please open an issue in the GitHub repository.\n\n## 💬 Community\n\nJoin our Discord community for discussions, updates, and support:\n\n[![Join our Discord](https://img.shields.io/badge/Discord-Join%20our%20community-7289DA?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/dzkXZsZK)\n\n## 👥 Contributors\n\n\n

\n\n\nMade with [contrib.rocks](https://contrib.rocks).\n\n
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MCP directory API