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Crawlora MCP

kalshi_markets_orderbooks

Read-only

Kalshi batch market orderbooks.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickersYesKalshi market tickers.

Output Schema

TableJSON 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

C2.5/5.0
Behavior2/5

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, but the description adds nothing else — no indication of payload size, whether all tickers must be valid, or what happens on partial failures. For a batch operation the failure semantics are exactly what an agent needs and they are absent.

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?

A three-word fragment uses zero wasteful words, but this is under-specification rather than conciseness; there is no front-loaded verb or scope statement to anchor the agent.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Output schema exists, so return values need not be explained. Still, for a batch read tool the description omits the batch-vs-single routing, input size expectations, and partial-failure behavior, leaving meaningful gaps given the many kalshi_* siblings.

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?

There is a single required parameter with 100% schema coverage ('tickers' documented as Kalshi market tickers), so the schema already carries the semantics. The description's word 'batch' hints at array input but adds no format or limit detail, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

Names the resource (Kalshi market orderbooks) and the batch scope, which distinguishes it in principle from the singular sibling kalshi_market_orderbook. However it is a bare noun phrase with no verb, and it never explicitly contrasts itself with the singular variant, leaving the batch-vs-single distinction to be inferred from the plural name.

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

Usage Guidelines2/5

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

No guidance about when to use batch retrieval versus the single-market kalshi_market_orderbook tool, no prerequisites, and no note on how many tickers are sensible to pass. The agent gets no routing signal at all.

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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