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research_company

Build one sourced SEC research package without investment advice.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
periodNoLookback such as 30d, 6m, or 1y90d
tickerYesTicker, company name, or SEC CIK

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Since no annotations are provided, the description carries the full behavioral burden, yet it only discloses that the output is SEC-sourced and not investment advice. It does not explain what the package contains, how it is assembled, or whether this is a read-only aggregation. It is not misleading, but it is minimal.

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 one compact sentence and front-loads the core purpose. It contains no filler, though 'one sourced' reads awkwardly and slightly obscures meaning.

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?

An output schema exists, so return values need not be described, but the description leaves too much unspecified for an agent selecting among many siblings. Without any indication of what a 'research package' includes or when to prefer it over company_snapshot or latest_filings, the tool is underspecified for a no-annotation context.

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 100%, so the baseline of 3 applies. The description adds no parameter-specific context; both ticker and period are already fully documented in the input schema.

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 uses a concrete verb ('Build') and names the resource ('sourced SEC research package'), which broadly distinguishes it from the narrower sibling tools like financials or insider_transactions. However, 'one sourced' is awkward and the exact contents of a 'research package' are left undefined, 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 Guidelines2/5

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

No guidance is given about when to use this tool versus siblings such as company_snapshot, latest_filings, or what_changed. The phrase 'research package' weakly implies a comprehensive alternative, but there is no explicit context, exclusions, or named alternatives.

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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