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Posts that beat their account

viral_outliers

This week's most-watched videos in a niche on TikTok or Instagram with each creator's followers and views divided by followers, highest first: the ideas that spread on their own. With platform youtube: this month's videos in the niche with each channel's subscribers and usual views, and how many times its usual each video got. niche: a topic or hashtag. Saved in the user's Puley history.

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": {
      "niche": "<niche>"
    },
    "name": "viral_outliers"
  }
}

Input Schema

NameRequiredDescriptionDefault
nicheYes
platformNotiktok

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior4/5

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

Annotations declare readOnlyHint=false, which would otherwise be puzzling for a listing tool; the description resolves this by stating results are 'Saved in the user's Puley history', disclosing the write side effect. It also explains that the tool reaches external platforms (TikTok, Instagram, YouTube), consistent with openWorldHint=true. It does not cover result limits or failure modes, so it stops short of a 5.

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

Conciseness3/5

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

The content is compact but poorly structured: one long run-on spanning niche semantics, two platform behaviors, and a persistence note, with broken line wraps and a redundant 'divided by followers' phrase. Key facts are present but not front-loaded or separated, which slows an agent's parsing.

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?

For a two-parameter tool with no output schema, the description covers both parameters, the ranking order ('highest first'), the per-platform result shape, and the history side effect. Missing details such as result count limits or pagination are minor at this complexity level.

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?

With 0% schema description coverage, the description must carry parameter meaning, and it partially does: niche is defined as 'a topic or hashtag', and platform behavior is described for TikTok, Instagram, and youtube (including the default implied by 'TikTok or Instagram'). However, it never states the accepted platform values explicitly as an enumeration, and the differing time windows (week vs month) are easy to miss in the run-on phrasing.

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 and ranking logic: this week's top videos in a niche, ranked by views divided by followers, and it explicitly branches for platform youtube into a monthly channel-level variant. The grammar is garbled ('with each creator's followers and views divided by followers'), but the agent can still identify the output as an outlier-ranked post list. It is clear enough to distinguish from a generic post search, though no sibling is named.

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?

Usage is only implied: the framing 'the ideas that spread on their own' signals the intent of finding breakout content in a niche. There is no explicit when-to-use/when-not-to-use statement and no routing to alternatives such as search_posts or week_of_posts. The platform-specific branches hint at selection criteria but are behavioral, not usage guidance.

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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