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Track recommendations

get_v1_1_recommendations

Track recommendations Group: Deprecated Endpoints (v1). Billing per call: 1 Credits. Agents can pay per call ($0.01 via x402/MPP, no API key).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoThe target size of the list of recommended tracks. Default: 20. Minimum: 1. Maximum: 100.
seed_genresNoA comma separated list of any genres in the set of available genre seeds.
seed_tracksNoA comma separated list of Spotify IDs for a seed track. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
seed_artistsNoA comma separated list of Spotify IDs for seed artists.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.5/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It discloses that the endpoint is deprecated and that billing is per call with credits and payment via x402/MPP, which is useful. However, it does not mention that this is a read-only operation, whether it requires authentication, or any rate limits or side effects. The deprecation warning is the only behavioral context beyond the schema.

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?

The description is very short and front-loaded with the tool's purpose, but it is under-specified. It packs billing and deprecation info into a compact form, but the lack of a clear verb phrase and usage guidance makes it feel incomplete rather than efficiently concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a deprecated endpoint with no annotations and no output schema, the description is incomplete. It does not explain what the response contains, how seeds interact, or why an agent would choose this over v2 alternatives. The billing and deprecation notes are helpful, but an agent cannot fully understand the tool's behavior or when to use it from this description alone.

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 the schema already documents all four parameters (limit, seed_genres, seed_tracks, seed_artists) with examples and constraints. The description adds no additional parameter semantics beyond what the schema provides. Baseline 3 is appropriate because the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The title 'Track recommendations' and description 'Track recommendations Group: Deprecated Endpoints (v1)' indicate the tool returns recommended tracks, but the description is terse and does not clearly state the action (e.g., 'Get recommended tracks based on seeds'). It is distinguishable from siblings by the word 'recommendations' in the name, but the description itself does not elaborate on what the tool does beyond the title.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. It only notes the endpoint is deprecated and part of v1, which implies it should be avoided in favor of newer endpoints, but it does not name any alternative or specify conditions for use. The sibling list includes many v2 tools, but the description does not reference them.

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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