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get_company_research

Company filings, quarterly insider transaction disclosures, aliases, headquarters and legal-entity relationships, with source licenses and explicit coverage dates. Not a live trading feed. For research and education only; not financial advice or an investment signal.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickerYesUS ticker symbol, e.g. AAPL

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior4/5

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

With no annotations, the description carries the burden and does disclose useful behavioral traits: not live, source licenses, explicit coverage dates, and research-only intent. It does not describe response format or data freshness, but it gives meaningful caveats 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?

Two compact sentences front-load the data contents and then list limitations; no filler. Every clause adds information.

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?

For a one-parameter tool with no output schema, the description explains the main return categories and coverage/licensing context, which is sufficient for basic invocation. It could be more complete by stating the response shape or updating cadence, but the gaps are minor.

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?

The only parameter, ticker, is fully described in the schema ('US ticker symbol, e.g. AAPL'), so the description need not add parameter detail. The description adds no extra parameter semantics, matching the baseline for high schema coverage.

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 identifies the resource by enumerating contents (filings, insider transactions, aliases, headquarters, legal-entity relationships) and distinguishes it from a live trading feed. It lacks an explicit main verb like 'returns' or 'retrieves,' so it stops short of a 5.

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

Usage Guidelines4/5

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

It explicitly frames the tool for research/education and warns it is not a live trading feed or financial advice, giving clear context and exclusions. It does not name sibling alternatives such as get_fundamentals, so it misses the top score.

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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