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Crawlora MCP

google_finance_classification

Read-only

Fetches Google Finance classification labels and instrument identity for a quote such as AAPL:NASDAQ. Use to inspect an instrument’s category; it does not return quote prices.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
quoteYesQuote symbol, for example AAPL:NASDAQ.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
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 usefully adds scope boundaries (no price data), but says nothing about return shape, caching, or failure modes for invalid symbols.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences, front-loaded with the core action and immediately followed by the disambiguating scope note. No filler.

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?

An output schema exists so return values need not be described, and for a one-parameter read tool the description covers intent and scope. Minor gap: no mention of what happens with malformed or unqualified symbols.

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?

Single parameter at 100% schema coverage; the schema already documents the quote symbol with the same AAPL:NASDAQ example. The description only restates the exchange-qualified format, adding no syntax or edge-case guidance.

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 (fetches) and two concrete resources (classification labels and instrument identity) scoped to a quote. The negative clause 'it does not return quote prices' implicitly separates it from google_finance_quote, though it never names that sibling outright.

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

Usage Guidelines3/5

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

'Use to inspect an instrument's category' gives an intended scenario, but there is no explicit routing to alternatives (e.g. company, ticker, quote tools) and no stated prerequisites or when-not conditions beyond the price exclusion.

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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