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Crawlora MCP

google_finance_analyst_articles

Read-only

Fetches analyst-related articles associated with a Google Finance quote such as AAPL:NASDAQ when available. The result may be empty when the upstream has no matching articles.

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

A3.7/5.0
Behavior4/5

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 earns credit for disclosing a behavioral edge case beyond the annotations: the result may be empty when upstream has no matching articles, which prevents an agent from misreading an empty response as an error.

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 tight sentences with no filler, and the core purpose is front-loaded before the caveat. Only the slightly redundant symbol example keeps it from a 5.

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 structure need not be explained, and the description covers purpose plus the empty-result caveat for this simple single-parameter read tool. It is essentially complete for its complexity.

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 description coverage is 100% and there is a single 'quote' parameter already documented with the same AAPL:NASDAQ example in the schema. The description adds no format, casing, or exchange-suffix rules beyond what the schema states, so baseline 3 applies.

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?

The description states a specific verb (fetches) and a specific resource (analyst-related articles tied to a Google Finance quote), and even gives an example symbol. It is clearly differentiated in kind from a generic news tool by the 'analyst-related' qualifier, but it never names the sibling it competes with (e.g. google_finance_news), leaving the boundary implicit.

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?

The 'when available' clause implies this is a best-effort lookup, but there is no explicit guidance on when to choose this over google_finance_news or other google_finance_* tools, and no exclusions or prerequisites are stated. Usage context is only implied.

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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