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heyhumayun

financial-research-mcp

by heyhumayun

get_company_fundamentals

Retrieve reported company fundamentals for any ticker, with provider provenance to verify data sources.

Instructions

Get reported company facts with provider provenance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickerYes
providerNoauto

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.3.0

TDQS

C2.9/5.0
Behavior2/5

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

With no annotations, the description carries the full burden of disclosing side effects, permissions, or data access. It simply says 'Get' without mentioning whether this is a read-only operation, any rate limits, or dependencies on provider availability.

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 a single, concise sentence that directly states the tool's purpose with no unnecessary words or fluff.

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

Completeness3/5

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

For a tool with only two parameters and no output schema, the description is minimally adequate but lacks key details such as what output format to expect, what 'company facts' encompass, and how provider provenance is reflected in the result. This could lead to confusion in edge cases.

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

Parameters2/5

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

The schema has 0% description coverage, and the tool description does not explain the purpose or expected format of the 'ticker' or 'provider' parameters. While 'ticker' may be self-explanatory, 'provider' is ambiguous, and the description fails to compensate for the lack of schema descriptions.

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 clearly states a specific action ('Get') and a resource ('reported company facts'), with 'provider provenance' hinting at a differentiator from sibling tools like get_market_data. However, 'company facts' is somewhat vague without elaboration on what types of facts (e.g., financials, fundamentals).

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 provided on when to use this tool versus alternatives such as get_market_data or search_news. The description only states what the tool does, leaving the choice of tool to the agent's inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.