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kalshi_series

Read-only

Returns normalized Kalshi series rows from credential-free public market-data JSON. cursor: Pagination cursor from a previous Kalshi response. limit: Rows to return, default 25, max 200. Use kalshi_series_detail to retrieve kalshi series detail.

Input Schema

NameRequiredDescriptionDefault
limitNoRows to return, default 25, max 200.
cursorNoPagination cursor from a previous Kalshi response.

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

A3.9/5.0
Behavior4/5

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 genuinely new context beyond the annotations: the data is public and requires no credentials, which matters for auth planning.

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

Conciseness4/5

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

The description is short and front-loads the return behavior before the parameter notes and sibling pointer. It is efficient, though the parameter restatements duplicate text already present in the schema.

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 and annotations covering safety, the description does not need to explain return fields. It covers purpose, auth-free access, pagination parameters, and sibling routing, leaving little an agent needs for correct invocation.

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 the schema already documents both parameters. The description merely restates the cursor and limit definitions ('default 25, max 200') without adding syntax, format, or usage nuance beyond the schema, so the 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?

The description gives a specific verb and resource ('Returns normalized Kalshi series rows') and states the data source (credential-free public market-data JSON). It distinguishes itself from the sibling kalshi_series_detail, though it never explains what a 'series' actually represents.

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?

It explicitly names the alternative for the detail case ('Use kalshi_series_detail to retrieve kalshi series detail'), giving a clear routing rule between the two siblings. It stops short of stating when to reach for this list tool versus other kalshi_* endpoints, but the primary alternative is covered.

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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