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nkarasiak

QGIS MCP

by nkarasiak

Zonal Statistics

zonal_statistics

Calculate per-polygon raster statistics (count, sum, mean, median, etc.) with customizable stats codes and output prefix. Specify polygon and raster layers to generate new columns.

Instructions

Per-polygon stats from a raster (native:zonalstatisticsfb). stats int codes: 0=count 1=sum 2=mean 3=median 4=stdev 5=min 6=max 7=range 8=minority 9=majority 10=variety 11=variance (default [0,1,2]). New columns prefixed by 'prefix'. No output_path = in-memory layer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bandNo
statsNo
prefixNo_
output_pathNo
raster_layerYes
polygon_layerYes
Behavior2/5

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

With no annotations, the description carries the full burden. It mentions prefix and in-memory output, but does not clarify whether the input polygon layer is modified or a new layer is created. Side effects and permissions are unaddressed.

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?

The description is concise and front-loaded with the purpose. It uses a single sentence plus a compact code mapping, with no wasted words.

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

Completeness2/5

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

Given 6 parameters, no output schema, and no annotations, the description is incomplete. It explains some parameters but misses band, does not clarify layer modification behavior, and does not describe return values.

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 0%, so the description must compensate. It explains stats codes, prefix behavior, and output_path effect, adding value beyond the schema. However, it omits explanation for band and the required raster and polygon layers, leaving gaps.

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 it computes per-polygon statistics from a raster, with a specific verb and resource. It distinguishes from siblings like sample_raster_values which work on points, making the purpose unambiguous.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives, nor does it specify when not to use it. It only describes default values and codes, not usage context.

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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