# io.github.ironflowsh/mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.ironflowsh%2Fmcp/versions/latest)
- Connected to: https://mcp.ironflow.sh/mcp
- Repository: https://github.com/ironflowsh/mcp
- Scoring rules: v2
- Tools: 36
- Average: 53.5 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.ironflowsh/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: 36 tools. Above 25, models start to tell tools apart less well.

## Tools

- `get_cohort_addresses`: 44 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
- `get_candles`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_funding_rates`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_mark_prices`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_open_interest`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_user_ledger`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_user_summary`: 47 / 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_vault_operations`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_market_leaders`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_liquidations`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_recent_trades`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_user_maker_taker`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wallet_labels`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_market_top_wallets`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_user_funding`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_funding_stats`: 52 / 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_pnl_leaderboard`: 52 / 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_price`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_trader_profile`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wallet_behavior`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_status`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_status_metrics`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_fills`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_vault_leaderboard`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `run_query`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_liquidation_levels`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_status_history`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_user_pnl_series`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `list_cohorts`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_top_traders`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_early_movers`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_liquidation_summary`: 60 / 100
- `list_markets`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: source.
- `get_user_state`: 63 / 100
- `describe_data`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_markets_snapshot`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.

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