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Dev Producthunt

dev_producthunt
Read-only

Product Hunt launches featured on the homepage feed for one day, ranked by Product Hunt's daily rank: name, tagline, product link and Product Hunt's score (latestScore, the points the site shows; not a raw upvote count). Public page data; no API key. Price: $0.002 in USDC per successful call, paid with x402 (Base, Solana or Arc); failed calls are not charged.

Input Schema

NameRequiredDescriptionDefault
dateNoFeatured day YYYY-MM-DD; default = the newest day on the homepage
limitNoHow many launches, 1 to 50 (default 10)

Output Schema

NameRequiredDescriptionDefault
dateNo
countNo
sourceNo
launchesNo
checkedAtNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior5/5

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

Goes well beyond readOnlyHint/openWorldHint by disclosing the payment model: $0.002 USDC per successful call across three rails (Base, Solana, Arc), with failed calls not charged, and clarifies that the returned score is the site-displayed points rather than a raw upvote count.

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?

Front-loaded with what data is returned and how it is ranked, then the cost/auth caveats. It is dense but every clause (score semantics, pricing, failure billing) carries information; only the parenthetical payment-rail list could be trimmed.

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

Completeness4/5

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

With an output schema present, return fields need no re-explanation, and the description covers source, scope, cost, auth and defaults. What remains unstated is pagination/limits on historical retrieval or freshness of the homepage snapshot, minor for a read-only one-day feed.

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 coverage is 100% and both parameters are documented there, including the date default and the 1-50 range for limit. The description adds no format or behavioral detail about the parameters beyond the schema, so the baseline 3 applies.

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 resource and scope: Product Hunt launches featured on the homepage feed for a single day, ranked by daily rank, returning name, tagline, link and score. The product is unambiguous and none of the dev_* siblings cover the same source, though the description never explicitly contrasts itself with alternatives.

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

Usage Guidelines3/5

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

It implies the usage case (fetch one day's PH launches, defaulting to the newest day) and states prerequisites ('Public page data; no API key'), but never says when to reach for this versus other trend/social tools or when it is the wrong choice.

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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