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Crawlora MCP

metaculus_top_comments

Read-only

Metaculus weekly top comments question rows.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoRows to return, default 10, max 25.
topicNoOptional Metaculus feed topic slug.

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

C2.3/5.0
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. The description adds essentially nothing beyond that – no mention of what 'weekly top' means (recency window, ranking metric), pagination, or ordering, which for a feed-style read tool would be the useful disclosure.

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?

It is a single short line with no padding, which is good, but it is a fragment that under-specifies rather than a front-loaded informative sentence. Brevity here comes from omission, not precision.

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?

An output schema exists, so return values need not be described, but for a simple 2-param read tool the description still fails to explain the core concept of 'weekly top comments question rows'. The agent must guess at the resource and scope before calling it.

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 both parameters (limit with default 10/max 25, and the optional topic slug) are fully documented in the schema. The description adds no parameter meaning beyond that, so the baseline 3 applies.

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

Purpose2/5

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

The description is a noun phrase fragment ('Metaculus weekly top comments question rows') rather than a verb+resource statement of what the tool does. It roughly restates the tool name and adds 'weekly' and 'question rows', but an agent cannot tell whether this returns comments, questions, or a ranked list of either.

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?

There is no indication of when to use this tool instead of siblings such as metaculus_comments_feed, metaculus_questions, or metaculus_question_forecasts. No prerequisites, no exclusions, no alternative named.

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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