// MCP TOOL REFERENCE

GIS MCP SERVER TOOLS

98 tools from the GIS MCP Server MCP Server, categorised by risk level.

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// ALL 98 GIS MCP SERVER TOOLS
READ 56 tools
Read append_gpd Reads two shapefiles directly, concatenates them vertically. Read calculate_geodetic_area Calculate area of a polygon using geodetic calculations. Read calculate_geodetic_distance Calculate geodetic distance between points. Read calculate_geodetic_point Calculate point at given distance and azimuth. Read calculate_shortest_path Calculate the shortest path between two points using a saved street network. Args: graphml_path... Read compute_s2_ndvi compute_s2_ndvi Read convex_hull Calculate convex hull of a geometry. Read difference Find difference between geometries. Read download_boundaries download_boundaries Read download_climate_data download_climate_data Read download_satellite_imagery download_satellite_imagery Read download_species_occurrences download_species_occurrences Read download_street_network download_street_network Read download_worldcover download_worldcover Read dynamic_lisa dynamic_lisa Read envelope Get bounding box of a geometry. Read gamma_statistic Compute Gamma Statistic for spatial autocorrelation. Read gearys_c Compute Global Geary's C Autocorrelation Statistic. Read geojson_to_geometry Convert GeoJSON to a Shapely geometry using shapely.geometry.shape. Args: geojson: GeoJSON dict... Read geometry_to_geojson Convert a Shapely geometry (WKT) to GeoJSON using shapely.geometry.mapping. Args: geometry: WKT... Read get_area Get the area of a geometry. Read get_available_crs Get list of available CRS. Read get_bounds Get the bounds of a geometry. Read get_centroid Get the centroid of a geometry. Read get_coordinates Get the coordinates of a geometry. Read get_crs_info Get information about a CRS. Read get_geocentric_crs Get geocentric CRS for given coordinates. Read get_geod_info Get information about a geodetic calculation. Read get_geometry_type Get the type of a geometry. Read get_length Get the length of a geometry. Read get_raster_crs Retrieve the Coordinate Reference System (CRS) of a raster dataset. Opens the raster (local path o... Read get_species_info get_species_info Read get_utm_crs Get UTM CRS for given coordinates. Read get_utm_zone Get UTM zone for given coordinates. Read getis_ord_g Compute Getis-Ord G for global hot spot analysis. Read getis_ord_g_local Local Getis-Ord G. Read gm_lag gm_lag Read intersection Find intersection of two geometries. Read is_valid Check if a geometry is valid. Read join_counts Global Binary Join Counts. Read join_counts_local Local Join Counts. Read metadata_raster metadata_raster Read minimum_rotated_rectangle Get minimum rotated rectangle of a geometry. Read moran_local Local Moran's I. Read morans_i Compute Moran's I Global Autocorrelation Statistic. Read nearest_point_on_geometry Find the nearest point on geometry2 to geometry1 using shapely.ops.nearest_points. Args: geomet... Read normalize_geometry Normalize the orientation/order of a geometry using shapely.normalize. Args: geometry: WKT stri... Read project_geometry Project a geometry between CRS. Read raster_band_statistics Calculate min, max, mean, and std for each band of a raster. Parameters: - source: path to input r... Read raster_histogram Compute histogram of pixel values for each band. Parameters: - source: path to input raster. -... Read read_file_gpd Reads a geospatial file and returns stats and a data preview. Read symmetric_difference Find symmetric difference between geometries. Read union Combine two geometries. Read zonal_statistics zonal_statistics Read point_in_polygon Check if points are inside polygons using spatial join (predicate='within'). Args: points_path:... Read weights_from_shapefile Create a spatial weights (W) from a shapefile using contiguity. - contiguity: 'queen' or 'rook' (defau...
WRITE 34 tools
Write build_transform_and_save_weights Pipeline: Read shapefile, build spatial weights, optionally transform, and save to file. Parameters: ... Write scale_geometry Scale a geometry. Write concat_bands Concatenate multiple single-band raster files into one multi-band raster, handling alignment issues au... Write extract_band Extract a specific band from a multi-band raster and save it as a single-band GeoTIFF. Parameters: ... Write make_valid Make a geometry valid. Write reproject_raster reproject_raster Write resample_raster resample_raster Write rotate_geometry Rotate a geometry. Write simplify Simplify a geometry. Write translate_geometry Translate a geometry. Write buffer Create a buffer around a geometry. Write clip_raster_with_shapefile Clip a raster dataset using polygons from a shapefile and write the result. Converts the shapefile's CR... Write clip_vector Clip vector geometries using geopandas.clip. Args: gdf_path: Path to the input geospatial file.... Write compute_ndvi Compute NDVI (Normalized Difference Vegetation Index) and save to GeoTIFF. Parameters: - source: ... Write create_map create_map Write create_web_map create_web_map Write dissolve_gpd Dissolve geometries by attribute using geopandas.dissolve. Args: gdf_path: Path to the geospati... Write distance_band_weights Create a distance-based spatial weights (W) object from point data. - data_path: path to point shapefi... Write explode_gpd Split multi-part geometries into single parts using geopandas.explode. Args: gdf_path: Path to ... Write hillshade Generate hillshade from a DEM raster. Args: raster_path: Path to the DEM raster. azimut... Write knn_weights Create a k-nearest neighbors spatial weights (W) object from point data. - data_path: path to point sh... Write merge_gpd Merges two shapefiles based on common attribute columns, This function performs a database-style join, ... Write overlay_gpd Overlay two GeoDataFrames using geopandas.overlay. Args: gdf1_path: Path to the first geospatia... Write reclassify_raster Reclassify raster values using a mapping dictionary. Args: raster_path: Path to the input raste... Write save_results MCP Tool: Save any GIS-MCP result dict to files, only when the user requests. Args: data: The ... Write sjoin_gpd Spatial join between two GeoDataFrames using geopandas.sjoin. Args: left_path: Path to the left... Write sjoin_nearest_gpd Nearest neighbor spatial join using geopandas.sjoin_nearest. Args: left_path: Path to the left ... Write tile_raster Split a raster into square tiles of a given size and save them individually. Parameters: - source:... Write triangulate_geometry Create a triangulation of a geometry. Write unary_union_geometries Create a union of multiple geometries. Write voronoi Create a Voronoi diagram from points. Write weighted_band_sum Compute a weighted sum of all bands in a raster using specified weights. Parameters: - source: ... Write write_file_gpd Export a GeoDataFrame to a file (Shapefile, GeoJSON, GPKG, etc.). Args: gdf_path: Path to the i... Write write_raster Write a numpy array to a raster file using metadata from a reference raster. Args: array: 2D or...
EXECUTE 7 tools
Execute build_and_transform_weights Build and transform spatial weights in one step. Parameters: - data_path: Path to point shapefile ... Execute ols_with_spatial_diagnostics_safe Safe MCP pipeline: Read shapefile, build/load W, convert numeric, check NaNs, run OLS. Parameters: ... Execute transform_coordinates Transform coordinates between CRS. Execute adbscan Adaptive DBSCAN clustering (requires coordinates, no dependent_var). Execute raster_algebra raster_algebra Execute snap_geometry Snap one geometry to another using shapely.ops.snap. Args: geometry1: WKT string of the geometr... Execute focal_statistics Compute focal (moving window) statistics on a raster. Args: raster_path: Path to the input rast...
OTHER 1 tools
Other spatial_markov spatial_markov

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// FAQ
How many tools does the GIS MCP Server MCP server have? +

The GIS MCP Server MCP server exposes 98 tools across 4 categories: Read, Write, Execute, Other.

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Route the GIS MCP Server server through the PolicyLayer gateway. Define allow, deny, or approval rules per tool in the dashboard; they are enforced on every call before it reaches the server.

What risk categories do GIS MCP Server tools fall into? +

GIS MCP Server tools are categorised as Read (56), Write (34), Execute (7), Other (1). Each category has a recommended default policy.

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