youtube_channel_stats
Get channel-level stats (subscribers, total views, video count, profile info) for a YouTube channel URL.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | Public YouTube channel/profile URL |
Get channel-level stats (subscribers, total views, video count, profile info) for a YouTube channel URL.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | Public YouTube channel/profile URL |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare openWorldHint=true, destructiveHint=false and idempotentHint=false, lowering the bar; the description adds the useful scope constraint that results are channel-level and enumerates what comes back. It says nothing about authentication, quota/rate limits, or failure behavior for invalid or private URLs — notable for an open-world network call — and the retrieval verb ('Get') sits in mild tension with readOnlyHint=false, though that flag likely reflects external API side effects rather than a real mutation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single front-loaded sentence with no filler; the operation and its scope come first. 'Profile info' is slightly loose but does not undermine the sentence's efficiency.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
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 must carry return-value information, and it does by naming the four metric families the caller receives. For a single-parameter read tool with annotation coverage of the safety profile, that is close to complete; only edge-case behavior (private/handle-vs-URL input, errors) is unaddressed.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Only one parameter and schema description coverage is 100%, so the schema alone documents the 'url' input. The description's field list ('subscribers, total views, video count, profile info') actually describes the response, not the input, adding no syntax or format detail beyond the schema — the baseline 3 is correct.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ('Get channel-level stats') plus the exact input domain ('for a YouTube channel URL'), and enumerates the returned fields, so it is clearly distinguishable from youtube_videos or youtube_search. It stops short of explicitly naming the closest sibling (youtube_stats) or clarifying whether that sibling covers video-level rather than channel-level metrics.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The phrase 'channel-level stats ... for a YouTube channel URL' implies when this tool applies versus channel-agnostic siblings, but there is no explicit when-to-use or when-not-to-use statement. With youtube_stats and youtube_videos present in the sibling list, an agent gets no routing guidance for the ambiguous case.
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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