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The Data Commenter — data economy news

search_news

Full-text search across published data-economy stories.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoRestrict to the last N days.
limitNo
queryYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It mentions 'full-text search' but does not disclose behavioral traits such as rate limits, pagination, search ranking, or auth requirements. Essential details for a search tool are missing.

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?

The description is a single, concise sentence that front-loads the purpose. However, it could include slightly more detail without sacrificing conciseness.

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

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With three parameters, no output schema, and no annotations, the description is too brief. It does not explain return format, pagination, or search behavior (e.g., stemming, operators), leaving the agent guessing.

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 description coverage is only 33% (only 'query' is implicitly described). The description does not add meaning for 'days' or 'limit' beyond what the schema states. It fails to compensate for the low coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Full-text search across published data-economy stories,' specifying the verb (search) and resource (published data-economy stories). It distinguishes from siblings like 'latest_news' (likely recent headlines) and 'get_article' (single article).

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 description implies usage for full-text search but provides no explicit guidance on when to use this tool versus alternatives like 'latest_news' or 'get_article.' There is no 'when-not-to-use' or exclusion criteria.

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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