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get_market_insights

Cross-IPO market insights, trends, and aggregate analysis.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of disclosing behavior. It only states that the tool provides 'insights, trends, and aggregate analysis' without explaining what data sources are used, whether the operation is read-only, what time ranges are covered, or what the response structure looks like. This is insufficient for an agent to predict the tool's behavior.

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?

The description is very short and contains no filler or redundant wording. It front-loads the key qualifier 'Cross-IPO' and lists the main outputs in a compact phrase. However, it is arguably under-specified, which slightly reduces the value of its brevity.

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

Completeness2/5

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

With no output schema and no annotations, the description must explain what the tool returns and how it behaves. It does not describe the return format, the specific metrics or trends included, the time period, or how this differs from related market-level tools. An agent would struggle to know whether this tool satisfies a user's request without additional investigation.

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?

The tool has zero parameters and the schema is empty, so there are no parameter semantics to explain. Per the baseline for zero-parameter tools, the description does not need to compensate for parameter documentation. The description adds some domain context, which is sufficient given there is nothing to configure.

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

Purpose3/5

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

The description names a resource ('market insights, trends, and aggregate analysis') and the 'Cross-IPO' qualifier suggests a market-level scope, which loosely distinguishes it from stock-specific siblings. However, it is a noun phrase without a clear verb like 'retrieves' or 'returns', and the terms 'insights' and 'trends' are vague. An agent would know the general domain but not exactly what data or analysis is provided.

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

Usage Guidelines2/5

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

No guidance is given about when to use this tool versus the many sibling tools such as get_stock_overview, get_macro_indicators, or get_homepage_stocks. The 'Cross-IPO' wording implies aggregate market analysis, but there is no explicit statement of intended use cases, exclusions, or alternatives. The agent must infer usage from the name and context.

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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