Skip to main content
Glama

spotify_find_playlist_overlaps

Identify which Spotify playlists share tracks, ranked by number of shared songs.

Instructions

Scan all your playlists and find which pairs share tracks, ranked by overlap.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
min_sharedNo
owner_onlyNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries full burden. It discloses the basic action (scan, find overlaps) but omits behavioral details such as performance impact (scanning many playlists), whether it is read-only, or any side effects. The brief description does not compensate for the lack of annotations.

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 a single short sentence that is front-loaded and free of redundancy. It could include more detail without becoming verbose, but it is appropriately concise for a simple action.

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?

Despite the existence of an output schema (unseen), the description is incomplete: parameters are not explained, the behavior is vague (what does 'overlap' include? how is ranking done?), and there is no performance or boundary guidance. Given the tool's complexity (scanning all playlists) and many siblings, more context is needed.

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

Parameters1/5

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

The input schema has 0% description coverage, and the tool description does not explain any parameters ('min_shared', 'owner_only'). An AI agent receives no added meaning beyond parameter names and defaults, which is insufficient for correct invocation.

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?

The description clearly states the tool scans all playlists and finds pairs that share tracks, ranked by overlap. It distinguishes from sibling tools like spotify_find_playlist_subsets (subset detection) and spotify_playlist_compare (specific pair comparison).

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

Usage Guidelines3/5

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

The description implies usage for discovering track overlaps across all playlists but provides no explicit guidance on when to use it versus alternatives like spotify_playlist_compare or spotify_playlist_diff. No when-not-to-use or exclusionary conditions are given.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/gupta-kush/spotify-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server