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YouTube thumbnail trends

youtube_thumbnail_trends
Read-onlyIdempotent

Get this week's measured thumbnail trends of the most-viewed new YouTube videos in 10 niches: share of thumbnails with faces, text and big text, brightness, dominant colours, title length, plus top example videos. Without a niche it returns the overall stats and the list of niches. Use it when designing or reviewing a thumbnail; the data refreshes weekly.

Input Schema

NameRequiredDescriptionDefault
nicheNoOne of gaming, vlog, fitness, finance, food, tech, travel, education, podcast, beauty. Empty = overview of all niches.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / niche / description
      Previous value: -"gaming, vlog, fitness, finance, food, tech, travel, education, podcast, beauty (empty = overview)"New value: +"One of gaming, vlog, fitness, finance, food, tech, travel, education, podcast, beauty. Empty = overview of all niches."
  2. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already establish read-only, idempotent, non-destructive, closed-world behavior, so the safety profile is covered. The description adds genuinely non-structured context: the data is measured (not estimated), scoped to 'this week', and refreshes weekly, which tells the agent about staleness and re-query value.

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?

Front-loaded with the payload contents, then the no-argument default, then the use case and refresh cadence. Three dense sentences with no filler; the metric enumeration earns its space because there is no output schema.

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?

There is no output schema, so the description carries the return-value burden and does so: it names the metrics, the top example videos, and the fallback payload shape. With a single optional, fully documented parameter and annotations covering the safety profile, nothing needed to invoke it correctly is missing.

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?

Schema description coverage is 100% and already lists the ten valid niche values with 'Empty = overview of all niches', so baseline is 3. The description adds meaning beyond that by spelling out what the no-niche call actually returns (overall stats plus the niche list), which is the practical consequence an agent needs when deciding whether to pass a niche.

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?

Specific verb+resource: it returns measured thumbnail trends for the most-viewed new YouTube videos, and it enumerates the exact metrics (face share, text/big text, brightness, dominant colours, title length, example videos). No sibling tool (earnings, transcription, specs, channel id) overlaps this scope, so it is unambiguously distinguishable.

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?

Explicitly states the triggering context: 'Use it when designing or reviewing a thumbnail.' It also clarifies the default path ('Without a niche it returns the overall stats and the list of niches'), so the agent knows it can call with zero arguments. It does not name an alternative tool or state when not to use it, but no sibling competes for this job.

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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