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Glama
nilaydatta1234

social-mcp

youtube_recent_uploads

Read-only

Fetch a channel's recent uploads with views, engagement rate, and which videos beat the channel median to see what's working right now.

Instructions

Latest uploads with views, engagement rate and which videos beat the channel median.

Use this to answer "what is working on this channel right now".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
channelYesChannel ID (UC...) or handle like @mkbhd
max_resultsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.5/5.0
Behavior3/5

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

Annotations declare readOnlyHint and openWorldHint, covering safety and external data access. The description adds that results include engagement rate and median comparison, useful output context, but omits freshness, rate limits, or auth needs.

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?

Two sentences, front-loaded with what the tool returns and immediately followed by the intended use case. No filler or repetition.

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?

Given the output schema and annotations, the description need not explain return values or safety. However, it lacks guidance on choosing this over sibling tools like youtube_channel_overview or youtube_search_videos, and does not address max_results.

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 coverage is 50%: channel is well described, but max_results has no description in schema or tool description. The description contributes no parameter guidance and does not compensate for the undocumented max_results parameter.

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?

States it returns latest uploads with views, engagement rate, and median-beating videos, a specific resource and metric set. It does not explicitly name sibling tools like youtube_channel_overview, but the name and metric focus make its scope clear.

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?

Provides an explicit use case: answering 'what is working on this channel right now.' It gives clear context but no exclusions or named alternatives such as youtube_channel_overview or youtube_search_videos.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.