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YouTube channel growth

youtube_channel_growth
Read-onlyIdempotent

Subscribers, views and uploads per day from Degenscan's daily snapshots, change_7d and change_30d (abs, pct), daily[]. Tracking starts on first lookup. $0.003/call. Use for a YouTube channel's subscriber and view growth over 7 and 30 days.

Input Schema

NameRequiredDescriptionDefault
channelYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already cover read-only, idempotent, open-world and non-destructive, but the description adds genuinely new context: the Degenscan daily-snapshot provenance, the cold-start behavior of tracking beginning at first lookup, and a per-call price of $0.003. One mild tension is that "tracking starts on first lookup" implies a side effect on first call, which sits awkwardly with readOnlyHint/idempotentHint, though it plausibly means usage logging rather than a data write. Error behavior for an unknown channel handle is not covered.

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?

The description is compact and front-loaded with the returned metrics and their grain (per day), then the caveat and price, then the use case. The telegraphic notation "(abs, pct), daily[]" saves space but slightly reduces readability for a model parsing it literally.

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 annotations covering the safety profile and the description sketching the return fields (change_7d, change_30d, daily[]), the main behavioral surface is covered without an output schema. The unresolved gap is the input format of `channel` plus no mention of limits on history depth or rate limits, which matters for a paid, cold-start tracking tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% for the single `channel` parameter, so the description carries the full burden of explaining it — and it does not. It never says whether `channel` is a handle, a channel ID, a @-prefixed name, or a URL, which is the most likely source of a failed call.

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 and verb set: daily subscriber, view and upload snapshots for a YouTube channel, with 7d/30d absolute and percentage changes. That is far more specific than the title alone. It only implicitly distinguishes itself from the sibling youtube_outliers (growth time-series vs. outlier videos), so it falls short 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 Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Use for a YouTube channel's subscriber and view growth over 7 and 30 days" gives a clear when-to-use condition, and "Tracking starts on first lookup" warns the agent that history may be sparse on early calls. It never names an alternative tool or an exclusion case, so it stops short of full routing guidance.

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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