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labelgrid

LabelGrid MCP Server

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Upload a label image

upload_label_image

Upload a local image file as a label asset. Choose between logo, logo-dark, or background type.

Instructions

Upload a label image from a local file. image_type selects which asset: logo, logo-dark (a dark-mode variant), or background. file_path must be a local image file.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
label_idYes
file_pathYesLocal path to the image file to upload.
image_typeYes
Behavior2/5

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

Annotations lack readOnlyHint or destructiveHint, so the description must disclose behavioral traits. It does not mention whether the upload overwrites an existing image, file size limits, supported formats, or authentication requirements. For a write operation, this is insufficient.

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 front-load the purpose and then explain key parameters. Every word earns its place with no redundancy or filler.

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?

Given the simple schema and no output schema, the description covers the basics but omits return behavior, overwrite semantics, and file constraints. It is minimally adequate but not 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 33%, but the description adds meaning for image_type ('selects which asset: logo, logo-dark, or background') and reinforces file_path as 'local image file'. However, label_id receives no elaboration, leaving a gap.

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's purpose: uploading a label image from a local file. It specifies the image_type options (logo, logo-dark, background), which distinguishes it from other upload tools like upload_artist_photo or upload_release_artwork.

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 over alternatives (e.g., upload_release_artwork). It does not mention prerequisites, such as the label needing to exist, or when not to use it. Usage context is only implied by the tool's name.

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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