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Merged
i-norden merged 1 commit into from
Mar 14, 2026
Merged

Add slope, aspect, geodesic measurement, and classification tools #9

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4 changes: 2 additions & 2 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -126,9 +126,9 @@ Add to `.mcp.json`:
| `import_stac_asset` | Import a STAC asset as a local dataset |
| `search_stac` | Search local STAC with bbox/datetime/CQL2 filters |
| `indoor_api` | Allowlisted Indoor GIS endpoint access (buildings/floors/spaces/navigation/analytics/sensors/booking/geofences/simulations). Mutations require `confirm=true`. |
| `map_api` | Allowlisted map endpoint access (publish/unpublish/stats/embed config, raster metadata/JSON analysis/export ops including contour/viewshed/profile/KDE, OGC feature edit ops). Mutations require `confirm=true`. |
| `map_api` | Allowlisted map endpoint access (publish/unpublish/stats/embed config, raster metadata/JSON analysis/export ops including contour/viewshed/profile/KDE/slope/aspect, geodesic area/length, raster classification via k-means/ISODATA/max-likelihood/random-forest, OGC feature edit ops). Mutations require `confirm=true`. |

Use `list_operations` for the live vector-processing catalog. Raster operations do not currently have a live catalog endpoint, so `run_raster_process` documents the current backend families directly: terrain, hydrology, distance/cost, spectral/change, classification, and raster-vector conversion. For dataset-name-based raster JSON routes, `map_api` now also exposes contour, viewshed, profile, and KDE.
Use `list_operations` for the live vector-processing catalog. Raster operations do not currently have a live catalog endpoint, so `run_raster_process` documents the current backend families directly: terrain, hydrology, distance/cost, spectral/change, classification, and raster-vector conversion. For dataset-name-based raster JSON routes, `map_api` now also exposes contour, viewshed, profile, KDE, slope, and aspect. Geodesic area/length and raster classification (k-means, ISODATA, maximum-likelihood, random-forest) are also available via `map_api`.

## Example Workflows

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8 changes: 8 additions & 0 deletions mcp/handlers.go
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Expand Up @@ -212,6 +212,14 @@ var mapOperations = map[string]apiOperation{
"raster_viewshed": {Method: "POST", Path: "/raster/{name}/viewshed"},
"raster_profile": {Method: "POST", Path: "/raster/{name}/profile"},
"raster_kde": {Method: "POST", Path: "/api/raster/kde"},
"raster_slope": {Method: "POST", Path: "/raster/{name}/slope"},
"raster_aspect": {Method: "POST", Path: "/raster/{name}/aspect"},
"geodesic_area": {Method: "POST", Path: "/api/geodesic/area"},
"geodesic_length": {Method: "POST", Path: "/api/geodesic/length"},
"classify_kmeans": {Method: "POST", Path: "/api/raster/classify/kmeans"},
"classify_isodata": {Method: "POST", Path: "/api/raster/classify/isodata"},
"classify_ml": {Method: "POST", Path: "/api/raster/classify/ml"},
"classify_rf": {Method: "POST", Path: "/api/raster/classify/rf"},
"create_feature": {Method: "POST", Path: "/collections/{collection_id}/items", Mutating: true},
"update_feature": {Method: "PUT", Path: "/collections/{collection_id}/items/{feature_id}", Mutating: true},
"delete_feature": {Method: "DELETE", Path: "/collections/{collection_id}/items/{feature_id}", Mutating: true},
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5 changes: 4 additions & 1 deletion mcp/tools.go
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Expand Up @@ -617,7 +617,7 @@ func AllTools() []Tool {
},
{
Name: "map_api",
Description: "Access map-focused operations (publishing, raster metadata, OGC feature edits) through a strict allowlist. Mutating operations require confirm=true.",
Description: "Access map-focused operations (publishing, raster metadata, slope/aspect, geodesic area/length, raster classification, OGC feature edits) through a strict allowlist. Mutating operations require confirm=true.",
InputSchema: InputSchema{
Type: "object",
Properties: map[string]PropertySchema{
Expand All @@ -629,6 +629,9 @@ func AllTools() []Tool {
"update_map_embed_config", "get_public_map",
"get_raster_info", "get_raster_stats", "get_raster_histogram", "get_raster_dimensions", "get_raster_values",
"raster_zonal_stats", "export_raster_band", "raster_contour", "raster_viewshed", "raster_profile", "raster_kde",
"raster_slope", "raster_aspect",
"geodesic_area", "geodesic_length",
"classify_kmeans", "classify_isodata", "classify_ml", "classify_rf",
"create_feature", "update_feature", "delete_feature",
},
},
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