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NZXplorer (Remote)

get_liquidity_score

Read-onlyIdempotent

Get Kyle's Lambda liquidity score for an NZX company. Measures price impact per unit of volume using Kyle (1985) regression model. Higher lambda = more illiquid / more informed trading. Includes liquidity rating (A-E), average daily volume, average daily traded value, and volume trend. Use when user asks about liquidity, trading volume, price impact, market depth, or how tradeable a stock is.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickerYesNZX ticker symbol (e.g. "FPH", "AIR", "SPK")

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool payload. Null when the call did not produce one — read meta.availability_status to find out why, and do not treat null as zero, empty or "none found".
metaYes
toolYesTool that produced this result.
schema_versionYesEnvelope contract version. Bumps only on a breaking shape change.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already cover safety (readOnly, idempotent, non-destructive, closed-world), so the bar is lower. The description adds genuinely useful context: the Kyle (1985) regression basis, the direction of interpretation (higher lambda = more illiquid/informed trading), and the output fields including an A-E rating.

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?

Front-loaded with the core purpose, then model, interpretation, outputs, and usage triggers in a logical order. Four dense sentences with no filler, though the output-field enumeration borders on what the output schema already conveys.

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?

Given an output schema exists, return values need not be re-explained; the description still summarizes them usefully and supplies the interpretive direction an agent needs to explain results. Only the lack of alternatives/prerequisites keeps it from being fully complete.

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

Parameters3/5

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

Schema coverage is 100% with a single well-documented ticker parameter (including NZX examples), so the schema carries the parameter semantics. The description adds no parameter-level detail beyond this, making baseline 3 correct.

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

Purpose5/5

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

States a specific verb and metric (Kyle's Lambda liquidity score) for a specific resource (NZX company), and defines what the metric means. An agent can distinguish it from volume-related siblings like get_volume_anomalies or get_technical_signals.

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?

Explicitly lists trigger concepts: liquidity, trading volume, price impact, market depth, tradeable-ness. Clear positive guidance, but names no alternative tool or exclusion (e.g. when to prefer get_technical_signals or get_stock_prices).

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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