# ai.shumi/mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.shumi%2Fmcp/versions/latest)
- Connected to: https://mcp.shumi.ai/mcp
- Homepage: https://shumi.ai/
- Repository: https://github.com/shumi-ai/shumi-mcp
- Scoring rules: v2
- Tools: 33
- Average: 58.2 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how ai.shumi/mcp'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: 33 tools. Above 25, models start to tell tools apart less well.

## Tools

- `get_basket`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_funding_alerts`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_market_sentiment`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `scan_trends`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_coin_sentiment`: 49 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
- `get_market_health`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_narrative`: 49 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
- `get_global_market`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_pair_suggestions`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_futures_signals`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_regime`: 51 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_funding_momentum`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_prices`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_categories`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_narratives`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_signal`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_signal_quality`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_transcripts`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_category`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_web`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wallets`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_holders`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_unlock_calendar`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `resolve_coin`: 62 / 100
- `list_rwa_assets`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_unlocks`: 72 / 100
- `lookup_coin`: 73 / 100
- `get_market_crossing`: 74 / 100
- `get_coin_risk`: 75 / 100
- `ask_shumi`: 77 / 100
- `get_coin_historical`: 77 / 100
- `get_rwa_asset`: 78 / 100
- `scan_coins`: 85 / 100
  - Minor: No `required` list, so every argument is optional.

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