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Crawlora MCP

bloomberg_author

Read-only

One Bloomberg author's public profile (name, title, bio) and their recent-content feed from a canonical author URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

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

B3.3/5.0
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 safe-read, external-network profile is covered. The description adds that the response bundles both a profile (name, title, bio) and a recent-content feed, and that the input must be a canonical author URL rather than a name — useful context, though pagination/rate behavior is unstated.

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?

A single sentence that front-loads the returned resource and closes with the input constraint. Every clause earns its place and nothing is padded.

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, return values need not be spelled out, and annotations cover the safety profile, so the basics are complete. The remaining gap is the acquisition path for the canonical URL and any behavior on invalid/non-author URLs, which an agent would have to discover by trial.

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 0% and the single url parameter is typed only as a bare string, so the description carries the burden. It does add real meaning by specifying the URL must be a canonical author page (not a search term or article URL), but it offers no format example or detail about how that URL is shaped.

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 names a specific verb-and-resource pair (author profile + recent-content feed) and scopes it to Bloomberg, so an agent can separate it from bloomberg_article or bloomberg_headlines. It does not explicitly contrast itself with the many other *_author tools, but the domain prefix plus the 'recent-content feed' clause makes the target unambiguous.

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 statement of when to use this tool versus alternatives, nor any prerequisite such as how a canonical author URL is obtained (e.g., via bloomberg_article or bloomberg_headlines). The phrase 'from a canonical author URL' hints at the input requirement but stops short of guidance; usage must be inferred from the name.

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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