Retrieve Product Hunt launch posts for a product by slug, with pagination, ordering, and cursor controls to browse historical launches.
Retrieve Product Hunt product launches. Returns paginated launch posts for a Product Hunt product using Product Hunt's ProductPageLaunches GraphQL operation.
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | Product Hunt slug | |
| order | No | Product Hunt launch order | |
| cursor | No | Pagination cursor |
Changes observed during successful MCP inspections.
v1.0.0Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations provided; description mentions pagination and GraphQL operation but omits behavioral traits like read-only nature, authorization needs, or rate limits. Minimal beyond what the name suggests.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two concise sentences front-loading the purpose and key details (pagination, GraphQL). No unnecessary words.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
No output schema, so return format is not described. While simple, the description could specify what launch posts contain. Adequate for a basic retrieval tool but leaves gaps.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% with descriptions for id, cursor, and order. Description adds 'pagination' context but does not significantly enhance parameter understanding beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states 'Retrieve Product Hunt product launches' with a specific verb and resource, distinguishing it from siblings like producthunt_product or producthunt_reviews.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Implies usage via 'for a Product Hunt product' but lacks explicit when-not-to-use or alternative tool guidance. No exclusion criteria or comparison to sibling tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.