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Crawlora MCP

bloomberg_news

Read-only

The latest Bloomberg stories: title, canonical URL, and publication time.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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

B3.4/5.0
Behavior3/5

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

readOnlyHint and openWorldHint already establish that this is a safe, live-data read, and an output schema exists so return shape need not be restated. The description adds the concrete fields returned, but says nothing about volume, pagination, refresh cadence, or whether the list is bounded — with annotations carrying the safety profile, a 3 is appropriate.

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 zero filler, and the most decision-relevant word ('latest') leads. It is efficient rather than padded, though the same brevity is what leaves usage guidance absent.

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?

With no parameters, an output schema describing the return payload, and annotations covering the safety/open-world profile, an agent has enough to invoke it correctly. The only real gap is the missing differentiation from sibling Bloomberg feeds.

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 takes zero parameters, so per the rubric the baseline is 4. There is nothing for the description to disambiguate.

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 resource ('Bloomberg stories') with a scope qualifier ('latest') and enumerates the payload fields (title, canonical URL, publication time). It does not distinguish itself from close siblings like bloomberg_headlines or bloomberg_article, so an agent still has to guess which feed is canonical.

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 statement, no prerequisites, and no routing to alternatives. 'Latest' hints at a recency feed, but with bloomberg_headlines, bloomberg_article, bloomberg_categories and bloomberg_news_sitemaps all present, the agent gets no help choosing.

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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