# io.github.CumulativeWebInc/cwi-discovery-engine: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.CumulativeWebInc%2Fcwi-discovery-engine/versions/latest)
- Connected to: https://cwi-machine-data.hp-ace.workers.dev/mcp
- Homepage: https://cumulativeweb.com/
- Repository: https://github.com/CumulativeWebInc/cwi-learn
- Scoring rules: v2
- Tools: 30
- Average: 73.5 / 100 (Clear)
- Near-identical pairs: 0

This page shows how io.github.CumulativeWebInc/cwi-discovery-engine's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 30 tools. Above 25, models start to tell tools apart less well.

## Tools

- `get_playlists`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_videos`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
- `verify_brief_candidates`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: candidates[].artist.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_press_kit`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_schedule`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_track`: 65 / 100
- `get_lyrics`: 67 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: track_id. Name the tool or the place that returns it, or models look it up first.
- `get_announcements`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_events`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_radio`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_requests`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_sync_catalog`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_up_next`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_artist`: 72 / 100
- `get_featured`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_label`: 74 / 100
- `request_song`: 75 / 100
  - Minor: String arguments with no constraint or example: artist.
- `rsvp`: 75 / 100
  - Minor: String arguments with no constraint or example: name.
  - Minor: Required identifiers whose description does not say where the value comes from: event_id. Name the tool or the place that returns it, or models look it up first.
- `search_catalog`: 77 / 100
- `semantic_search`: 77 / 100
- `submit_for_airplay`: 77 / 100
  - Minor: String arguments with no constraint or example: artist_name, track_title.
- `nominate_featured`: 80 / 100
  - Minor: String arguments with no constraint or example: artist.
- `pitch_for_playlist`: 80 / 100
  - Minor: String arguments with no constraint or example: artist.
- `find_tracks_for_brief`: 82 / 100
- `get_genre`: 82 / 100
- `get_release`: 82 / 100
  - Minor: No `required` list, so every argument is optional.
- `sync_search`: 82 / 100
- `get_graph`: 84 / 100
- `submit_sync_brief`: 85 / 100
- `get_recommendations`: 87 / 100

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