Skip to main content
Glama

Crawlora MCP

producthunt_launches

Read-only

Product Hunt product launches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesProduct Hunt product slug or id (required).
orderNoSort order, default most_relevant.
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

C2/5.0
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 structurally. The description adds zero behavioral context — no hint of pagination via cursor, ordering behavior, or what a 'launch' record contains. Under a lower annotation bar it still contributes nothing.

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

Conciseness2/5

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

It is extremely short, but the brevity reflects under-specification rather than efficiency. There is no front-loaded statement of action or result, just a label fragment that does no work.

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?

With a required id, an order parameter, a pagination cursor, and an output schema, this tool has real behavior an agent must understand. The description explains none of it, leaving purpose and usage entirely to be inferred from the schema.

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 id, order, and cursor are fully documented in the schema itself. The description adds no syntax, format, or semantic nuance 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 bare noun phrase, 'Product Hunt product launches.', that essentially restates the tool name. It names the resource (launches) but supplies no verb and no scope, so an agent cannot tell what it does that producthunt_product, producthunt_category_products, or producthunt_search do not.

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

Usage Guidelines1/5

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

There is no when-to-use guidance, no prerequisites, and no mention of any alternative among the many producthunt_* siblings. The single fragment offers nothing to route an agent between this tool and search or category listings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources