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Latent Mile: Local 35mm colour developing and scans

About Latent Mile

describe_business
Read-onlyIdempotent

What Latent Mile does, what happens to a request, and the request fields.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered without description help. The description adds modest value by indicating the returned content is static reference material about the business and request handling, but says nothing about format or how authoritative it is.

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

Conciseness3/5

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

One short sentence with no filler, so nothing is wasted. But as a verbless fragment listing three topics, it reads like a table of contents rather than a front-loaded statement of what the call does, which costs clarity for the sake of brevity.

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?

With no parameters and no output schema, the description bears the burden of conveying what comes back, and it does so only at the level of topic names. It never explains the relationship to submit_request or how an agent should use the returned reference material, which leaves a real gap for a single-sibling documentation tool.

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

Parameters4/5

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

The tool takes zero parameters, so there is no parameter meaning for the description to carry; the baseline for a parameterless tool applies. The mention of 'the request fields' refers to documented content rather than to inputs, which is consistent with the empty schema.

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

Purpose3/5

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

The description identifies the content domain (what Latent Mile does, request lifecycle, request fields), so an agent can tell it returns background documentation rather than performing an action. However, it is a noun fragment with no verb like 'returns' or 'describes', and it never names the business being described, leaving the purpose only implied.

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?

Mentioning 'what happens to a request, and the request fields' implicitly points at the sibling submit_request, suggesting this is reading material to consult before submitting. But there is no explicit 'use this before submit_request' or 'use this when you need X instead of Y', so the agent must infer the routing.

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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