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Crawlora MCP

producthunt_makers

Read-only

Returns maker items for a Product Hunt product.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesProduct Hunt product slug or id (required).
cursorNoPagination cursor from a previous response.

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

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, and the description adds nothing beyond them: no note on result ordering, whether the list is exhaustive, or how the cursor-based pagination behaves despite a cursor parameter existing. For a paginated list endpoint, this is thin.

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?

A single front-loaded sentence with no waste. It is efficient, though it is arguably too terse to earn a top score given the tool's list/pagination nature.

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?

An output schema exists, so return-value explanation is not required, and the input schema is complete. What is missing is usage context and any behavioral note about the paginated maker list, leaving the description minimally adequate for this endpoint.

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 the id (product slug or id) and cursor parameters are already fully documented in the schema. The description adds no extra meaning, which is the expected baseline when the schema does the work.

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 states a specific verb and resource: it returns maker items for a Product Hunt product. An agent can tell it retrieves makers rather than products or reviews. However, it does not differentiate from the closest sibling, producthunt_customers, which is a similar people-listing endpoint on the same entity.

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 guidance on when to call this versus producthunt_product, producthunt_customers, or producthunt_launches. No prerequisites, no precondition (e.g. needing a product id from a launch), and no alternatives are 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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