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Crawlora MCP

letterboxd_member

Read-only

Letterboxd member public profile stats.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
usernameYesLetterboxd username, e.g. dave.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

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=true and openWorldHint=true, so the safety profile is covered. The description adds only that the profile is public and returns 'stats', which is modest extra context; it says nothing about rate limits, data freshness, or privacy boundaries.

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

Conciseness4/5

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

One short fragment with zero waste and the resource front-loaded. It is efficient, though arguably too terse to be maximally informative.

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?

An output schema exists, so return values need not be explained, and the tool has only one required param. However, for a profile tool the description gives no sense of what 'stats' includes or whether the username must exist on Letterboxd, leaving a small gap.

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 description coverage is 100% and the single username parameter is fully documented with an example, so the description carries no additional parameter burden. Baseline 3 applies.

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

Purpose4/5

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

States the resource precisely as a Letterboxd member's public profile stats, which distinguishes it from sibling tools like letterboxd_person (cast/crew) and letterboxd_film. It lacks an explicit verb, but the noun phrase names the exact entity returned, so an agent can tell what it delivers.

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?

No when-to-use guidance, no mention of alternatives, and no note on what input is needed beyond the schema's own username field. The agent must infer that this is the tool for looking up a user by handle.

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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