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JerBouma

Finance Toolkit

market_discovery

Read-onlyIdempotent

Access market discovery tools including stock lists, gainers, losers, sector performance, and a stock screener with filters for market cap, price, volume, and beta.

Instructions

Market discovery tools (lists of stocks/ETFs/cryptocurrencies, stock screener, gainers, losers, sector performance, earnings/dividend calendars). No tickers or countries needed.

Available indicators: get_biggest_gainers, get_biggest_losers, get_commodity_list, get_crypto_list, get_delisted_stocks, get_etf_list, get_forex_list, get_index_list, get_most_active_stocks, get_sectors_performance, get_stock_list, get_stock_screener, get_stock_shares_float.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
indicatorYesName of the specific metric to calculate, e.g. 'get_asset_turnover_ratio'. Required — omitting it returns the list of available indicators.
market_cap_higherNoValue for market_cap_higher.
market_cap_lowerNoValue for market_cap_lower.
price_higherNoValue for price_higher.
price_lowerNoValue for price_lower.
beta_higherNoValue for beta_higher.
beta_lowerNoValue for beta_lower.
volume_higherNoValue for volume_higher.
volume_lowerNoValue for volume_lower.
dividend_higherNoValue for dividend_higher.
dividend_lowerNoValue for dividend_lower.
is_etfNoValue for is_etf.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already provide readOnlyHint, destructiveHint, idempotentHint, and openWorldHint. The description adds that it returns lists and does not require tickers, but does not disclose additional behavioral traits beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is somewhat wordy, starting with a parenthetical list and then a list of indicators. It could be more concise and front-loaded, but is not excessively long.

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?

With 12 parameters and an output schema, the description covers the overall purpose and indicator list but does not explain how to use filter parameters (e.g., market_cap_higher) with different indicators or the output structure. It is adequate but incomplete.

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 coverage is 100%, so the description adds minimal value beyond the schema for parameters. The list of available indicators in the description matches the enum in the schema, so no extra semantic depth is provided.

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 it provides market discovery tools (lists, screener, gainers, losers, etc.) and notes no tickers or countries are needed. It distinguishes itself from sibling tools which focus on economics, ratios, or technicals.

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 description implies usage by saying 'no tickers or countries needed,' but does not explicitly state when to use this tool versus alternatives like search_instruments or search_categories. No when-not-to-use guidance is provided.

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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