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NetNest Design Fundamentals API

get_company

Latest company financials from SEC filings for one ticker: revenue, net income, diluted EPS, operating income, total assets, cash, free cash flow and shares outstanding, for the latest fiscal year, latest quarter and trailing twelve months. Every number includes its period dates, the 10-K or 10-Q it came from, the filing date and a link to the SEC filing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickerYesStock ticker, for example AAPL or BRK.B

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

With no annotations, the description carries the full behavioral burden and does well by disclosing the data source (SEC filings), covered periods, and per-number provenance including form type, filing date, and SEC link. It still omits operational details such as behavior for invalid tickers, missing filings, permissions, or rate limits.

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 front-loaded with the core retrieval scope and then details the returned metrics and provenance. Both sentences are informative and there is no filler.

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?

Because there is no output schema, the description appropriately explains the returned financial fields and their accompanying metadata. Completeness is slightly reduced by the absence of edge-case behavior and sibling-tool routing guidance.

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?

There is only one parameter, ticker, and schema description coverage is 100%, so the schema already documents its meaning with an example. The description adds only the phrase 'for one ticker' and does not supplement the schema with format or edge-case semantics.

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 names a specific retrieval action and resource: latest company financials from SEC filings for one ticker. It clearly enumerates the metrics and periods returned, so the tool's purpose is easy to understand, but it does not distinguish this tool from the sibling get_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?

The description says what data is returned but gives no explicit guidance on when to use this tool instead of get_fundamentals, get_history, or search_company. It also does not state exclusions or prerequisites, leaving usage selection to inference.

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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