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OptimistFi

get_trading_signals

Read-only

Positioning and sentiment signals on a stock. kind selects: - "short_interest" (aliases: short, shorts, days_to_cover): FINRA's bi-monthly short interest with days-to-cover and volume. - "sentiment" (aliases: social, social_sentiment, retail): the flow-based retail social-sentiment series. (For a manager's holdings use get_ownership; for the market-wide insider-buying screen use get_insider_window.)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kindNoshort_interest
limitNo
entityYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds meaningful behavioral context by naming the underlying data sources (FINRA bi-monthly short interest, flow-based retail social sentiment) and explaining what each series includes. It does not contradict annotations and gives enough transparency beyond the schema.

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?

The description is well-structured: a one-line purpose, a bulleted breakdown of the two `kind` options with aliases and sources, and a closing routing note. Every sentence earns its place, and the most important selection logic is front-loaded.

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 an output schema present and the safety profile covered by readOnlyHint=true, the description provides enough context for an agent to select the correct kind and avoid nearby sibling tools. The only notable gap is the lack of explanation for `entity` and `limit`, but the purpose and data sources are otherwise sufficiently described.

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 description coverage is 0%, so the description must compensate. It thoroughly explains the `kind` parameter and its aliases, but it does not explain `entity` or `limit` beyond the schema's bare type/default information. The partial compensation for one parameter while leaving two undocumented keeps this at a mid score.

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 that the tool provides positioning and sentiment signals on a stock and then concretely enumerates the two kinds (short_interest and sentiment) with their aliases. It also distinguishes itself from relevant siblings by explicitly routing manager holdings to get_ownership and insider-buying screens to get_insider_window.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly tells the agent how to select behavior via `kind`, lists all aliases, and provides direct alternatives for adjacent use cases ('For a manager's holdings use get_ownership; for the market-wide insider-buying screen use get_insider_window.'). This is exactly the kind of when-to-use guidance needed.

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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