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NeuralVerge

NeuralVerge

Official
by neuralverge
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Hybrid

run_producthunt_forums_threads

Retrieve top-level comments from a Product Hunt forum thread, including text, author, votes, reply count, and date across all pages.

Instructions

Top-level comments of a Product Hunt forum thread: text, author, votes, reply count and date, all pages. 1 point per returned record.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "thread": "<thread>"
    },
    "name": "run_producthunt_forums_threads"
  }
}

Input Schema

NameRequiredDescriptionDefault
threadYesThread URL or forum/thread-slug. e.g. general/how-do-you-decide-what-features-should-be-free-and-what-should-be-paid
max_itemsNoMax items (up to 250)
start_pageNoStarting page

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.0.1

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does add two genuinely useful behavioral facts: it paginates across 'all pages' and bills '1 point per returned record.' However, it omits auth requirements, rate limits, and how 'all pages' interacts with the start_page/max_items parameters.

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 dense sentence that front-loads the resource and follows with the returned fields and cost model; no wasted words. It stops just short of being maximally structured, but the economy is strong.

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?

With no annotations and no output schema, the description does list the returned fields, which compensates somewhat. But for a paginated, billed scraping tool it should say more about auth, the all-pages vs. start_page interaction, and error behavior.

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 the schema already documents all three parameters (thread, max_items, start_page). The description adds no syntax or format detail beyond the schema, and its 'all pages' claim slightly tensions with the presence of a start_page parameter rather than clarifying it. Baseline 3 is appropriate.

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 names a specific resource (top-level comments of a Product Hunt forum thread) and enumerates the returned fields, so an agent knows exactly what it fetches. It does not explicitly contrast itself with the sibling run_producthunt_forums_search, so it falls short of full sibling differentiation.

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 explicit when-to-use guidance, no exclusions, and no mention of the related run_producthunt_forums_search tool for discovering threads. The usage context (fetch comments for a known thread) is only implied by the description itself.

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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