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imagelato

Show Imagelato project overview

show_project_overview
Read-onlyIdempotent

Render a bounded overview for one Imagelato project in the signed-in organization. Shows allowlisted project metadata and at most eight recent processed batches with first-party asset URLs; it neither enumerates the shared object bucket nor creates or transforms media.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectIdOrNameYesExact Imagelato project id or name, at most 200 characters

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
batchesYes
projectYes
batchCountYes
batchCountIsLowerBoundYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, but the description adds valuable behavioral context: 'bounded', 'at most eight recent processed batches', 'first-party asset URLs', and explicit exclusions of bucket enumeration and media transformation. This goes beyond the annotations and informs the agent about limits and side-effect-free behavior.

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 two sentences with zero redundancy. The primary action and scope are front-loaded, followed by a compact specification of contents and explicit exclusions. Every phrase earns its place, and the length is proportionate to the tool's complexity.

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

Completeness5/5

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

Given the output schema exists, return values are already covered. Annotations cover safety and idempotency. The description adds the precise scope, content limits, and non-behaviors, leaving no critical gap for an agent to invoke the tool correctly. The definition is complete for a read-only overview tool.

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?

The single parameter projectIdOrName is fully described in the schema (100% coverage) as 'Exact Imagelato project id or name, at most 200 characters'. The description adds no additional parameter-specific guidance, so it neither improves nor detracts from the schema's information; baseline 3 is appropriate.

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 states a specific verb ('render'), a precise resource ('bounded overview for one Imagelato project'), and explicitly differentiates from siblings by listing what it does not do (enumerate the shared object bucket, create or transform media). This makes the tool's purpose unmistakable and distinct from get_project or list_batches.

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

Usage Guidelines4/5

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

It scopes usage to 'the signed-in organization' and clarifies the tool's non-destructive nature by stating it neither enumerates the bucket nor transforms media. However, it does not explicitly name an alternative like get_project for full details or list_batches for all batches, leaving some inference about when to prefer this overview tool.

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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