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Market Intelligence API (core)

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

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

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
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 safety is covered. The description adds two pieces of context annotations cannot carry: the per-call cost ($0.03) and the provenance of the signal (SEC filings). It does not discuss latency, rate limits, or partial-failure behavior when some tickers are invalid.

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?

One dense sentence with zero filler; the batching limit and cost land early, followed by the returned fields. Nothing can be removed without losing 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?

With no output schema, the description correctly compensates by enumerating the returned metrics, and the read-only annotations remove the need to explain side effects. It is nearly complete, missing only error/partial-result behavior for large or invalid ticker lists.

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 the schema enforces minItems 1 / maxItems 10. The description still adds semantics beyond the schema by reinforcing the 10-per-call ceiling and the 'US-listed' constraint, which the ticker parameter description does not state. It does not clarify behavior for delisted, non-US, or invalid tickers.

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?

States a specific resource (fundamentals of US-listed companies) and enumerates the payload: revenue, earnings, margins, growth, balance sheet, and a SEC-filing signal. Clear enough to invoke without opening the schema, though it never distinguishes itself from market-level siblings like market.snapshot or market.summary.

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?

The phrase 'up to 10 US-listed companies in one call' implicitly recommends batching multiple tickers, but there is no explicit when-to-use guidance, no when-not-to-use, and no named alternative among the 15 sibling tools. Usage must be inferred from the batching hint.

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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