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Crawlora MCP

datasets_youtube_creators_item

Read-only

YouTube creators dataset record by channel id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
channel_idYesYouTube channel id, e.g. UCxxxxxxxxxxxxxxxxxxxxxxxx.

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

C2.9/5.0
Behavior2/5

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 nothing further — no mention of auth requirements, rate limits, or error behavior when the channel id is unknown.

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?

A single front-loaded sentence with no filler. It is efficient, though extremely terse to the point of omitting useful context.

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 only one required parameter, full schema coverage, and an output schema that documents the return shape, the description is minimally sufficient to invoke the tool. It is incomplete on sibling differentiation and error/edge cases but not deficient for a simple lookup.

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% (the channel_id param documents its format with an example), so the schema already carries parameter meaning. The description only restates that lookup is by channel id, adding nothing beyond the schema, which is the baseline-3 case.

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?

The description names a specific resource (YouTube creators dataset record) and its lookup key (channel id), which distinguishes it from the sibling search and facets tools. It is clear but does not explicitly contrast itself with datasets_youtube_creators_search or datasets_creators_search.

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?

There is no guidance on when to use this tool versus the sibling search/facets tools or how to obtain a channel_id. The typical 'fetch full item after a search' pattern must be inferred from the name alone.

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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