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youtube_stats

Get engagement stats for a single YouTube video (views, likes, comments, publish date, channel info).

Input Schema

NameRequiredDescriptionDefault
urlYesPublic YouTube video URL

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

The description discloses the returned payload (views, likes, comments, publish date, channel info), which is real value since there is no output schema. However, it never addresses the notable annotation profile: openWorldHint=true (external network call) and readOnlyHint=false are left unexplained, and there is no mention of quota/rate limits or behavior on private/deleted videos.

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?

One sentence, front-loaded with the action and resource, with the payload enumerated inline. No filler and nothing that fails to earn its place.

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

Completeness4/5

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

For a one-parameter read tool this covers purpose and return shape adequately, and no output schema means the enumerated fields are the only return documentation. It would be fully complete with a note on external-call implications and failure modes (invalid or non-public URLs).

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?

There is a single parameter with 100% schema description coverage ("Public YouTube video URL"), so the schema already carries the meaning. The description adds nothing about accepted URL formats (shorts, youtu.be, with timestamps), leaving it at the baseline for a fully documented schema.

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 verb and resource ("Get engagement stats") and scopes it to "a single YouTube video," which separates it from channel-level siblings like youtube_channel_stats and youtube_videos. It stops short of naming an alternative tool explicitly, so it does not reach the sibling-routing clarity of a 5.

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?

The phrase "single YouTube video" implies the usage boundary against the channel-level siblings, but there is no explicit when-to-use, when-not-to-use, or named alternative. The agent must infer routing from the scope word 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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