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yufeioptimal

cloudcompare-mcp

by yufeioptimal

subsample

Reduce point cloud density using random, spatial, or octree subsampling. Specify method and parameter to control spacing or number of points. Output saved to file path.

Instructions

Reduce the density of a point cloud using random, spatial, or octree subsampling. Output is saved to the specified path.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
input_pathYesAbsolute path to the input point cloud.
output_pathYesAbsolute path for the output file.
methodNoSubsampling method.SPATIAL
parameterYesRANDOM: number of points to keep (int). SPATIAL: minimum spacing between points (metres). OCTREE: octree subdivision level (1–21).
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description must disclose behavior. It only states output is saved to a path, lacking details on side effects, performance, or failure modes.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no redundant words, front-loaded with key information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Lacks guidance on method selection, error conditions, and output format. Adequate for a simple tool but could be more comprehensive.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds minimal value beyond schema; it reiterates method options without further clarification.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool reduces point cloud density using three specific methods, distinguishing it from sibling tools like merge_clouds or filter_by_scalar_field.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use subsampling vs other filtering tools. The purpose is implied but no exclusions or alternatives are mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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