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find_best_videos

Read-only

Find the signed-in user's best-performing YouTube videos on their own channel, ranked several ways: which produced the most subscribers, the most views, held viewers longest (retention), earned the most total watch time, got clicked most often when shown, and which sparked the most comments, with their titles, so the pattern behind what works becomes clear. Call this when the user asks what is working, which videos performed best, what got them subscribers, which video had the best retention or held viewers longest, which got the most watch time, which video or thumbnail got the most clicks or the best click-through rate, which video got the most comments, what their winners have in common, or what to make more of. Needs no input: it reads their real connected YouTube channel directly. Never ask the creator anything first, not for context, not for a link, not for a title you could look up; call it immediately.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered; the description adds genuinely new context by disclosing the data source (reads the real connected YouTube channel directly) and the zero-input behavior. It does not describe output format or pagination, but that is a minor gap given the annotation coverage.

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?

Front-loaded with the core purpose, but the trigger-phrase sentence is bloated with near-duplicate phrasings ('best retention or held viewers longest', 'most clicks or the best click-through rate') that restate the same ranking dimension twice. Several clauses could be cut without losing information.

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?

There is no output schema, so the description carries the burden of conveying returns, and it does name the ranking dimensions and the inclusion of titles. For a zero-parameter read tool, an agent has everything needed to select and call it correctly.

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 the baseline of 4 applies. The description correctly reinforces this with 'Needs no input', leaving nothing ambiguous about how to invoke it.

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?

States a specific verb and resource (find the user's best-performing YouTube videos) and enumerates the exact ranking dimensions: subscribers, views, retention, watch time, clicks, comments. An agent can tell this apart from sibling tools like analyze_video or find_best_thumbnails without opening any schema.

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?

Gives an unusually explicit when-to-use list keyed to user phrasings ('what is working', 'which video had the best retention', 'what to make more of') and reinforces it with 'call it immediately'. It does not name any alternative sibling or state when NOT to use it, which keeps it out of 5 territory.

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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