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Market Intelligence API (core)

Fundamentals batch

stocks.fundamentals
Read-onlyIdempotent

Fundamentals of up to 10 US-listed companies in one call ($0.03): per ticker revenue, earnings, margins, growth, balance sheet and a fundamental signal from SEC filings.

Input Schema

NameRequiredDescriptionDefault
symbolsYesUS tickers, e.g. ["AAPL", "MSFT"]

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered. The description adds real context the annotations cannot: the $0.03 cost per call and the SEC-filings data source. It stops short of noting latency or coverage limitations.

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?

A single front-loaded sentence that leads with the core capability, then the batch limit and cost, then the returned payload. No filler or redundancy.

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?

With no output schema, the description compensates by enumerating the return fields (revenue, earnings, margins, growth, balance sheet, signal), and it discloses the cost and ticker scope. An agent has everything needed to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and only one parameter exists, so the schema carries the basic load (maxItems 10, example tickers). The description adds the non-obvious constraint that symbols must be US-listed, which meaningfully narrows valid input beyond the schema's plain string array.

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 (fetch fundamentals), resource (US-listed company fundamentals), and scope (up to 10 tickers in one call), then enumerates the returned fields. No sibling tool overlaps this space, so the agent can select it unambiguously.

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

Usage Guidelines3/5

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

Usage is implied by the batch framing ('up to 10 companies in one call'), but there is no explicit when-to-use statement, no exclusions, and no reference to any alternative among the sibling tools. Minimum viable.

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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