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get_cash_flow

Read-onlyIdempotent

Cash flow statement for a stock — cash generated and used across operating, investing and financing. Mirrors what the Market Hub shows. Stocks only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickerYesStock ticker (e.g. AAPL). Financial statements are for stocks only — not ETFs or crypto.
periodsNoHow many periods to include. Defaults to 5; up to 20. If fewer exist, all available periods are returned.
frequencyNoReporting frequency. Defaults to quarterly.

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so the description adds value by mentioning 'Mirrors what the Market Hub shows' and the stocks-only restriction. It does not contradict annotations and provides useful behavioral context beyond the structured hints.

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 the main purpose, and no redundant words. Each phrase ('cash generated and used across operating, investing and financing', 'Mirrors what the Market Hub shows', 'Stocks only') earns its place.

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?

For a simple read-only financial data tool, the description covers purpose, scope, and a point of reference (Market Hub). The schema provides parameter detail and annotations cover safety; no critical information is missing for an agent to invoke it appropriately.

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?

Schema description coverage is 100%, with all three parameters (ticker, periods, frequency) fully documented. The description adds little beyond reiterating 'Stocks only,' which is already in the ticker parameter, so it does not significantly enhance parameter understanding.

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?

The description clearly states the tool's function: 'Cash flow statement for a stock' and specifies the three components (operating, investing, financing). It distinguishes from sibling tools like get_balance_sheet and get_income_statement by name and scope, and adds 'Stocks only' to exclude ETFs/crypto.

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

Usage Guidelines4/5

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

Provides clear context: use for stock cash flow data, and explicitly excludes non-stocks with 'Stocks only.' It does not name alternative tools, but the context is sufficient for an agent to decide when to call it.

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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TDQS

A3.9/5.0
Disambiguation4/5

With 57 tools, most have distinct purposes (market data, journaling, watchlists). A few related tools (get_price_alignment vs get_crypto_price_alignment, get_market_pulse vs get_market_movers) could cause miselection, but descriptions clarify asset types and scope.

Naming Consistency4/5

Tools predominantly use get_/list_/create_/update_/delete_ verbs with clear noun suffixes. Minor deviations like start_here, whoami, add_to_watchlist, and remove_from_watchlist break the pure verb_noun pattern, but the style is consistent and readable.

Tool Count1/5

At 57 tools, the server is far beyond the well-scoped range. While the domain is broad, this many tools will overwhelm an agent's capability to select accurately, and many could be consolidated (e.g., separate financial statements).

Completeness5/5

The server covers watchlist CRUD, trading journaling, market data (fundamentals, statements, news, transcripts), analysis tools, and community features. No obvious dead ends; lifecycle coverage is thorough for the described domain.

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