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Earnings Call Theme History

GetEarningsCallThemeHistory
Read-only

Track how a company's earnings-call themes move quarter over quarter: a theme by fiscal-quarter table of mention counts and tone across its last scored calls, oldest first, with each theme's status on the latest call (new, recurring, dropped, or unknown where an unscored quarter sits between the calls compared). Themes are paired across calls by name or shared keywords. Verifier-approved reads only; GetEarningsCallToneAndThemes gives one call's scores and keywords.

Input Schema

NameRequiredDescriptionDefault
callsNoNumber of most recent scored fiscal quarters to compare (default 8, max 12; values outside 1-12 are clamped)
tickerYesCompany ticker symbol (e.g., AAPL, MSFT), or MIC:TICKER (e.g., XPAR:AIR) for a listing outside the US.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.4/5.0
Behavior5/5

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

Annotations already establish a safe read (readOnlyHint, destructiveHint=false), and the description adds genuinely useful behavior: the 'Verifier-approved reads only' coverage constraint, how themes are paired across calls (name or shared keywords), and the four-way status semantics including the 'unknown' case when an unscored quarter intervenes. This is behavioral detail well beyond the annotations.

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?

Dense but front-loaded: the table shape is described first, then pairing logic and status, then the sibling pointer. Every clause carries information, though the single long sentence plus fragment is on the heavy side.

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

Completeness5/5

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

For a multi-quarter comparison tool with no output schema, the description covers the return structure (mention counts, tone, per-theme latest status), the ordering, the pairing mechanism, and the data-quality constraint. Nothing essential to correct invocation or interpretation is missing.

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 coverage is 100%, so the schema already documents ticker and the calls count with its default and clamping. The description's phrasing about 'last scored calls' and 'oldest first' gives slight alignment but adds no format or syntax beyond the schema, so the baseline 3 is appropriate.

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?

States a specific verb and resource (track themes quarter over quarter) and precisely describes the output shape (fiscal-quarter table of mention counts and tone, oldest first, with latest status). It explicitly distinguishes itself from the sibling GetEarningsCallToneAndThemes, which covers a single call, so an agent can route without opening the schema.

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?

The contrast with GetEarningsCallToneAndThemes ('gives one call's scores and keywords') implicitly tells the agent when to pick this multi-quarter tool instead. There is clear context, but no explicit when-not conditions or prerequisite statement beyond the 'Verifier-approved reads only' note.

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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