ArcGIS MCP Server

MCP (Model Context Protocol) server yang mengekspos ArcGIS Pro geoprocessing via arcpy ke Claude dan LLM lainnya.

Dirancang untuk tim GIS perkebunan kelapa sawit yang menggunakan ArcGIS Pro 3.x.

Status Instalasi

Struktur Project

arcgis-mcp/
├── server.py                   # Entry point — FastMCP server
├── tools/
│   ├── __init__.py
│   ├── data_io.py              # Describe, list, export, create GDB
│   ├── geoprocessing.py        # Clip, buffer, intersect, dissolve, dll
│   ├── terrain.py              # Slope, aspect, hillshade, hidrologi
│   └── raster_analysis.py     # Zonal stats, reclassify, extract, kalkulator
├── utils/
│   ├── __init__.py
│   └── helpers.py              # Shared utilities (run_arcpy, error handling)
├── requirements.txt
├── claude_desktop_config.json  # Contoh config untuk Claude Desktop
└── README.md

Daftar Tools (30 tools)

Data I/O

Geoprocessing Vector

Terrain Analysis (Butuh Spatial Analyst)

Raster Analysis (Butuh Spatial Analyst)

Instalasi

1. Install dependensi MCP ke arcgispro-py3

# Aktifkan environment arcgispro-py3
"C:/Program Files/ArcGIS/Pro/bin/Python/Scripts/conda.exe" activate arcgispro-py3

# Install mcp
"C:/Program Files/ArcGIS/Pro/bin/Python/envs/arcgispro-py3/python.exe" -m pip install mcp pydantic

2. Test server berjalan

"C:/Program Files/ArcGIS/Pro/bin/Python/envs/arcgispro-py3/python.exe" "D:/04 Claude/arcgis-mcp/server.py"

3. Konfigurasi Claude Desktop

Edit file %APPDATA%\Claude\claude_desktop_config.json:

{
  "mcpServers": {
    "arcgis": {
      "command": "C:/Program Files/ArcGIS/Pro/bin/Python/envs/arcgispro-py3/python.exe",
      "args": ["D:/04 Claude/arcgis-mcp/server.py"]
    }
  }
}

Restart Claude Desktop setelah mengubah config.

Contoh Penggunaan

Analisis terrain untuk perencanaan kebun

1. arcgis_slope (DEM → slope raster)
2. arcgis_slope_classification (slope → kelas kemiringan)
3. arcgis_raster_to_polygon (kelas → polygon)
4. arcgis_intersect ([blok_tanam, kelas_lereng] → overlay)
5. arcgis_dissolve (overlay → luas per kelas per blok)

Buffer riparian dan erase dari plantable area

1. arcgis_buffer (sungai → buffer 30m)
2. arcgis_erase (blok_tanam, buffer → blok tanpa riparian)
3. arcgis_get_feature_count (verifikasi hasil)

Zonal statistics slope per plot

1. arcgis_describe_data (cek CRS plot dan DEM sama)
2. arcgis_slope (DEM → slope raster)
3. arcgis_zonal_statistics_as_table (slope, plots → tabel statistik)

Sistem Koordinat Indonesia yang Umum

Catatan Penting

• Semua path harus menggunakan forward slash / atau double backslash \\
• Tool terrain dan raster membutuhkan lisensi Spatial Analyst
• Server berjalan sebagai subprocess stdio — satu koneksi per client
• arcpy bersifat synchronous; semua panggilan dijalankan di thread pool agar tidak memblokir event loop
• Untuk data besar, pastikan koneksi ArcGIS Pro tidak terputus selama eksekusi