# KAZM Mellow Mountain Radio (com.mellowmountainradio.mcp/kazm): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.mellowmountainradio.mcp%2Fkazm/versions/latest)
- Connected to: https://mcp.mellowmountainradio.com/mcp
- Homepage: https://mellowmountainradio.com/
- Repository: https://github.com/chelstein/mellowmountainradio
- Scoring rules: v2
- Tools: 47
- Average: 59.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how KAZM Mellow Mountain Radio (com.mellowmountainradio.mcp/kazm)'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

- Major: 47 tools. Above 40, models choose less accurately.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `get_listener_profile`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_artist_info`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_moon_phase`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `search_song_history`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_chakra_guide`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_show_schedule`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_day_in_music_history`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_hiking_trails`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_stargazing_conditions`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_sun_times`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_events`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_or_create_listener`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_red_rock_pass`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `search_broadcast_transcripts`: 57 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `update_listener_preference`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: listener_id. Name the tool or the place that returns it, or models look it up first.
- `get_chakra_frequencies`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_concerts`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_horoscope`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_jeep_trails`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_personalized_content`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `search_song_request_library`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_emergency_alerts`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_listener_count`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_local_news_headlines`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_movies`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_now_playing`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_oak_creek_levels`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_photography_guide`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_rewind`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_schumann_resonance`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_sound_session`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_sports_scores`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_stream_url`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_visitor_info`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_vortex_guide`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_weather`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `log_listener_history`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: listener_id. Name the tool or the place that returns it, or models look it up first.
- `get_tarot_card`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `submit_song_request`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_air_quality`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_fire_restrictions`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wildfire_perimeters`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_nws_alerts`: 66 / 100
- `get_school_closures`: 66 / 100
- `get_solfeggio`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `register_listener`: 68 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_road_conditions`: 69 / 100

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