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Crawlora MCP

forbes_billionaires

Read-only

A paginated Forbes billionaires list with ranking, worth, identity, citizenship, industry, organization, image, and biography fields.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
yearNo
limitNo
startNo

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

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety and scope are covered. The description adds the pagination trait and the field list, but says nothing about default year, list size, or rate behavior, so it adds only modest context beyond the annotations.

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?

One front-loaded sentence with no filler; the key resource is named first and the field list trails. Efficient, though it could spend a clause on parameter behavior instead of an exhaustive field roll-call.

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

Completeness3/5

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 returns, so the field list is somewhat redundant. The real gap is input semantics: year selection and pagination behavior are unspecified for a list tool whose correctness depends on them.

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

Parameters2/5

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

Schema coverage is 0% for three parameters (year, limit, start) and the description never explains any of them: no default year, no max limit, no paging semantics. The field enumeration describes output, not the inputs, so the agent must guess at invocation values.

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+resource ('Ford billionaires list') and enumerates the returned fields, so the agent knows exactly what data comes back. It does not name or contrast itself with the adjacent forbes_person/forbes_article siblings, but the resource is specific enough to distinguish.

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?

There is no when-to-use guidance, no mention of the year parameter's role (e.g. 'defaults to latest year'), and no reference to any alternative tool. The word 'paginated' implies limit/start usage but does not state how to page.

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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