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kalshi_trades

Read-only

Fetch recent Kalshi trade records from public market-data JSON, filtering by ticker or time range and paging with cursor; limit caps each response. Use kalshi_historical_trades for older trade history.

Input Schema

NameRequiredDescriptionDefault
limitNoRows to return, default 25, max 200.
cursorNoPagination cursor from a previous Kalshi response.
max_tsNoOptional maximum created Unix timestamp in seconds.
min_tsNoOptional minimum created Unix timestamp in seconds.
tickerNoOptional Kalshi market ticker filter.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds pagination mechanics (cursor-based paging, limit caps each response) and the data source, which is useful beyond the schema, but says nothing about return ordering, freshness window, 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?

One sentence describing the operation followed by a one-sentence routing hint. Front-loaded, no filler, every clause earns its place.

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 an output schema present, return values need no explanation. Filters, paging, and the sibling alternative are all covered. The only minor gap is a freshness/'recent' boundary, which is not defined here.

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%, so all five parameters (limit, cursor, max_ts, min_ts, ticker) are already documented in the schema. The description only restates cursor and limit roles without adding format or default semantics beyond what the schema provides, so the baseline 3 applies.

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?

States a specific verb and resource ('Fetch recent Kalshi trade records'), names the data source ('public market-data JSON'), and explicitly distinguishes itself from the closest sibling, kalshi_historical_trades. An agent can separate it from kalshi_market_history or kalshi_historical_trades without opening a schema.

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

Usage Guidelines5/5

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

Gives explicit routing: use this for recent trades, use kalshi_historical_trades for older trade history. The condition that selects the alternative is stated, not implied.

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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