labelhead-artist-momentum

get_trending_artists

Returns the current list of trending hip-hop and rap artists ranked by LabelHead's composite momentum score. Each artist is scored across three dimensions: Acceleration (30-day streaming/social velocity), Cultural Gravity (press velocity, playlist adds, sync placements), and Longevity (catalog depth and retention). Use this to identify which artists are building genuine momentum right now.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_trending_artists"
  }
}

Input Schema

Name	Required	Description
`limit`	No	Number of artists to return (max 10, default 10)
`min_composite`	No	Minimum composite score filter (0–100)
`momentum_label`	No	Filter by momentum label

Schema Changelog

Changes observed during successful MCP inspections.

First observedApr 2, 2026

TDQS

A4/5.0

Behavior3/5

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

No annotations provided, so description carries full burden. Explains scoring dimensions and that it returns a current list, implying a snapshot. Does not disclose idempotency, rate limits, or side effects, but as a read operation it is minimally adequate.

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?

Three sentences, no fluff. First sentence states the core purpose. Subsequent sentences add valuable context. Extremely concise and front-loaded.

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 simple list retrieval with 3 optional parameters and no output schema, the description covers purpose, scoring logic, and use case. Missing details about return value structure (e.g., fields included, sort order) but sufficient for agent selection.

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?

Schema description coverage is 100%, so parameters are well-documented. Description does not add extra parameter context beyond schema. Baseline score of 3 applies.

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?

Description clearly states it returns a list of trending hip-hop/rap artists ranked by a composite momentum score. It distinguishes from sibling tools like check_artist_momentum and get_scoring_explainer by focusing on the list retrieval rather than individual checks or explanations.

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?

The description provides a clear use case ('identify which artists are building genuine momentum right now') but does not explicitly mention when not to use or suggest alternatives. It is sufficient for typical usage.

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

All labelhead-artist-momentum tools Inspect

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