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Crawlora MCP

producthunt_alternatives

Read-only

Product Hunt alternatives.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesProduct Hunt product slug or id to find alternatives for (required).
tagsNoOptional list of tag slugs to filter by.
firstNoNumber of alternatives to return.
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

C2.4/5.0
Behavior3/5

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

Annotations declare readOnlyHint=true and openWorldHint=true, so the agent knows it's a safe read operation with potential external effects. The description adds no additional behavioral context beyond what annotations provide. With annotations covering the safety profile, a 3 is appropriate as the description adds no extra value but does not contradict.

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?

The description consists of a single short sentence, which is concise and front-loaded. However, it is overly terse and lacks any structural elements that would help an agent understand usage.

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?

Given the tool's complexity (5 parameters, required id, pagination, tags) and the presence of an output schema, the description is almost entirely absent. It fails to explain what 'alternatives' means, how results are returned, or any relevant context for invoking the tool correctly.

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 parameters (id, tags, first, order, cursor). The description adds no parameter information beyond the schema. Baseline 3 is correct when schema does the heavy lifting.

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 'Product Hunt alternatives.' restates the tool name without adding a verb or scope. It is essentially a tautology, though it does minimally signal the resource. It does not distinguish this tool from siblings like producthunt_product or producthunt_search.

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 guidance on when to use this tool, when not to, or what alternatives exist. The description provides no context or exclusions, leaving the agent to infer usage from the name alone.

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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