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xpay✦ Marketing Collection

scrapecreators_get_popular_creators

Get popular creators

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number
sortByNoSort creators by engagement, follower count, or average views
followerCountNoFilter by follower count range
creatorCountryNoCountry code of the creator
audienceCountryNoCountry code of the audience/follower

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.6/5.0
Behavior1/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It reveals nothing about pagination behavior, default sort order, response format, or rate limits. This is completely opaque.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is severely under-specified rather than concise. It consists of a single tautological phrase that provides zero additional value beyond the tool name.

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

Completeness1/5

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

This is a discovery tool with 5 optional parameters and no output schema. The one-phrase description fails to explain what 'popular' means, what platforms are covered, how results are ordered, or what response shape to expect. It is completely inadequate.

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 per the baseline, a score of 3 is appropriate even though the description adds no parameter context. The schema already documents each parameter minimally.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Get popular creators' is a tautology of the tool name. It provides no specific verb beyond the name and fails to distinguish this tool from many siblings like scrapecreators_search_users or scrapecreators_trending_feed.

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?

No guidance is given on when to use this tool versus alternatives. There is no mention of context, exclusions, or which sibling tools might be more appropriate for searching or trending content.

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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