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Stock AI Earnings Report

stock_earnings
Read-onlyIdempotent

The latest cited AI Earnings Report for one stock (or a stable period with period). Requires FolioFact Pro.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
periodNoOptional stable report slug, for example 2026-03-31-quarter.
tickerYesStock ticker (dots allowed).
include_fullNoRequest full Pro analysis (always returned to Pro callers).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
accessYes
reportYes
tickerYes
provenanceYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / include_full / description
      Previous value: -"Request full Pro analysis. Defaults to true for Pro callers and false otherwise."New value: +"Request full Pro analysis (always returned to Pro callers)."
  2. Added

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, and non-destructive behavior. The description adds meaningful context beyond that by disclosing the FolioFact Pro requirement and clarifying that the report is the latest cited one unless a stable period slug is supplied. This is useful behavioral information for an agent deciding whether it can invoke the tool.

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 two short sentences with no filler. The core purpose is front-loaded, and the access requirement is stated separately and clearly. Every phrase earns its place.

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 simple read-only tool with full schema coverage, annotations, and an output schema, the description is nearly complete. It covers purpose, scope, and an access restriction. The only gap is that it does not help an agent choose between this and closely related siblings like stock_financials, though the AI Earnings Report naming makes that distinction reasonably inferable.

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 input schema already documents all three parameters and their exact meanings, so schema_description_coverage is 100%. The description adds a little extra framing by mentioning 'one stock' and the stable-period use of `period`, but it does not materially supplement the schema's parameter documentation.

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 states a clear resource and action: retrieving the latest cited AI Earnings Report for a single stock, with an optional stable period. It also names a required access condition (FolioFact Pro). It does not explicitly differentiate this from sibling tools like stock_financials or compare_stocks, so it stops short of a perfect score.

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 description gives clear usage context: use it for one stock or a stable period, and only with FolioFact Pro. It does not explicitly state when not to use it or point to alternatives such as compare_stocks for multi-stock comparisons, but the intended scope is apparent.

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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