Mapanything Gradio

Tools

• map_anything_mcp_reconstruct Reconstruct metric 3D scene geometry from one or more photos with MapAnything. Stateless: each call is independent and reads or writes no session state. Views are filled in slot order image_1, image_2, ... without gaps; slot k is view index k-1 in every output array. Inputs are resized to the model resolution (518 px mapping). Accepts PNG, JPEG, WebP or BMP photos of a static scene. One file per slot because Gradio MCP cannot validate file lists. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: glb_file: GLB scene preview for visualization only (not the canonical result); empty when export_glb is False., npz_file: predictions.npz for S views at model resolution H x W, without pickled objects. world_points (S,H,W,3) float32 world-frame points in meters; depth (S,H,W) float32 metric z-depth in meters; intrinsics (S,3,3) flo

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As the server's own listing gives them. We never call a tool.