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CohenD

fin-data-mcp-server

by CohenD

Kalshi market candlesticks

kalshi_candlesticks
Read-onlyIdempotent

Retrieve historical price candlesticks for a Kalshi market within a series. Specify start/end Unix timestamps and candle interval (1, 60, or 1440 minutes).

Instructions

Historical price candlesticks for a market within a series. Provide Unix epoch-seconds start/end and a period interval in minutes (1, 60, or 1440).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
end_tsYesEnd, Unix epoch seconds
tickerYesMarket ticker
start_tsYesStart, Unix epoch seconds
series_tickerYesParent series ticker
period_intervalNoCandle size in minutes
Behavior3/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive. The description adds useful context about parameter types and valid values but does not elaborate on rate limits, data availability, or other behaviors beyond annotations.

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 two concise sentences. The first sentence states the purpose, and the second details key parameters. No extraneous information.

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?

The description does not explain the return format (e.g., OHLCV fields), which could be important for an agent. Given no output schema, this is a gap, though the tool's purpose is straightforward.

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

Parameters4/5

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

Schema coverage is 100%, but the description adds meaning by specifying that start_ts and end_ts are Unix epoch-seconds and that period_interval accepts exactly 1, 60, or 1440 minutes. This clarifies usage beyond the schema definitions.

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 retrieves historical price candlesticks for a market within a series, using a specific verb and resource. It distinguishes from sibling tools like kalshi_orderbook and kalshi_trades.

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 mentions required parameters but does not explicitly state when to use this tool versus alternatives like kalshi_trades or kalshi_orderbook. Usage context is implied but not contrasted with siblings.

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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