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Product Hunt forum threads

run_producthunt_forums_search
Read-onlyIdempotent

Browse Product Hunt forum threads page by page, or search them by keyword. 1 point per returned record.

Input Schema

NameRequiredDescriptionDefault
keywordNoKeyword (optional). e.g. startup
max_itemsNoMax items (up to 250) Default: 25.
start_pageNoStarting page

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare this as a safe, read-only, idempotent, open-world operation, lowering the disclosure burden. The description adds the cost model ('1 point per returned record'), which is useful behavioral context, but says nothing about return shape, pagination limits, or ordering.

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?

Two tight sentences with no filler; the dual browse/search capability is front-loaded and the billing note is appended. It earns its length but could be marginally sharper about the sibling distinction.

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 output schema, the description should ideally hint at what a returned thread contains and how deep pagination goes; it omits both. The safety profile is covered by annotations and cost is disclosed, so it is adequate but not fully complete.

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 keyword, max_items, and start_page are already documented with defaults and bounds. The description mentions the keyword and page-by-page access but adds no format, range, or interplay details 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 specific verbs and resource ('Browse Product Hunt forum threads ... or search them by keyword'), so an agent knows exactly what it retrieves. However, it does not distinguish itself from the sibling `run_producthunt_forums_threads`, which appears to cover the same resource.

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 two usage modes - paging through everything vs. filtering by keyword - which gives some context for choosing inputs. But it names no alternatives or exclusions, so the agent cannot tell when to prefer this over run_producthunt_forums_threads.

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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