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Latest stock opinions

latest_opinions
Read-only

Latest approved stock opinions across all influencers, newest first: quote, ticker, direction, horizon, strength, influencer, source link, publish time.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
sinceNoYYYY-MM-DD
directionNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds genuinely new behavior: results are filtered to 'approved' opinions, ordered 'newest first', and span all influencers — useful disclosure beyond the structured fields.

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?

A single front-loaded sentence with no filler; the scope and ordering come first, followed by the field list. The field enumeration makes it slightly list-heavy but nothing is wasted.

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 no output schema, enumerating return fields is valuable. However, as a filtered list tool it omits pagination/limit behavior and any indication that direction and since act as filters — an agent must guess how to narrow results.

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 'since' is documented with its format), so the description must compensate — but it says nothing about limit, since, or direction semantics. The word 'direction' appears only as a returned field, not as filter documentation, leaving two parameters undocumented.

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 ('latest approved stock opinions') with clear scope ('across all influencers') and ordering ('newest first'). It enumerates the returned fields, helping distinguish it from stock_opinions, but never explicitly contrasts the two siblings.

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 phrase 'across all influencers, newest first' implies this is the global chronological feed, which contrasts implicitly with a per-stock lookup like stock_opinions, but no when-to-use, when-not-to-use, or named alternative is given.

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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