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NetNest Design Fundamentals API

Company profile and latest key metrics

get_company
Read-onlyIdempotent

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.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "ticker": "<ticker>"
    },
    "name": "get_company"
  }
}

Input Schema

NameRequiredDescriptionDefault
tickerYesStock ticker, for example AAPL or BRK.B

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive and closed-world, so safety is covered. The description adds genuinely useful non-annotation context: every figure carries period dates, the source 10-K/10-Q, filing date, and an SEC link, which tells the agent the data is auditable and recent. It does not say what happens for an unknown ticker or a company with missing metrics.

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?

Two sentences, front-loaded with what data and for which scope, then the provenance guarantee. The metric list is long but each item is informative and there is no filler or redundancy.

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 carries return-value disclosure and does it well — naming the metrics, the three period windows, and the per-number provenance. Remaining gaps are minor edge-case behavior (invalid ticker, missing line items, units/currency), which an agent could discover on call.

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 a single required parameter with 100% schema description coverage (including the BRK.B-style example), so the schema does the heavy lifting. The description only restates 'for one ticker' without adding constraints such as case sensitivity or ticker-not-found behavior. Baseline 3 applies.

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 precise verb+resource ('Latest company financials from SEC filings for one ticker') and enumerates the metrics and periods returned, so the agent knows exactly what it gets. It does not distinguish itself from the sibling get_fundamentals, which plausibly overlaps, leaving some ambiguity about which to pick.

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 only implied: 'for one ticker' and 'latest' vs. multi-period data signals it is a single-company snapshot, suggesting get_history/get_fundamentals for deeper time series. No explicit when-to-use or when-not-to-use statement, and no routing to search_company for ticker resolution.

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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