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Ironflow: Hyperliquid data

Top traders

get_top_traders
Read-only

Hyperliquid traders ranked across all markets by results over 7, 30 or 90 days: win rate, profit factor, realized PnL, max drawdown and best markets. sort=top ranks by realized PnL, lowrisk by smallest max drawdown, new by most recently first seen.

Input Schema

NameRequiredDescriptionDefault
sortNoRanking. Default top
limitNoNumber of traders (1-50, default 20)
windowNoLookback window. Default 30d

Output Schema

NameRequiredDescriptionDefault
sortNoRanking used
noticeNoPresent when the API added a note: how a market name was read, that data starts later than asked because of the history window, or a next step such as a free key
windowNoLookback window, e.g. "30d"
tradersNoTraders
aggregateNoTotals

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds the metric set and window semantics, but says nothing about pagination, ordering guarantees, or coverage limits beyond what the schema and output schema already carry.

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?

Two sentences, front-loaded with what the tool returns and followed by the sort semantics. No filler, though the metric enumeration is a bit list-like and could be tightened.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description needn't explain return structure, and annotations cover the read-only nature. What remains slightly incomplete is routing relative to the many sibling leaderboard/profile tools, which the description never addresses.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3. The description earns an extra point by explaining what each sort enum value actually ranks on, giving meaning beyond the schema's terse 'Ranking. Default top' — a real value-add for the ambiguous enum.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource (traders ranked across all markets) and enumerates the metrics returned, so the agent knows exactly what kind of data comes back. It does not explicitly distinguish itself from close siblings like get_pnl_leaderboard or get_market_leaders, which is the only missing piece.

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

Usage Guidelines4/5

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

The three sort modes are explained with concrete meaning (realized PnL, smallest max drawdown, most recently first seen), which effectively tells the agent which ranking to pick for which intent. It stops short of naming alternatives such as get_pnl_leaderboard, so there is no explicit when-not guidance.

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

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