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analytics_post

Unified metrics for one post, video, or reel — platform auto-detected (1 credit). Costs 1 credit. Empty results and failures are never charged. Pass cache=true for a free 24h cache hit (default always fresh).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesPublic post/video/reel URL from one of 11 platforms: YouTube, TikTok, Instagram, Facebook, X, Reddit, Threads, Bluesky, Pinterest, LinkedIn, or Rumble. Platform is auto-detected — cross-platform URLs are expected here (unlike single-platform endpoints). Not in scope: Kwai, Twitch, Spotify, Snapchat, and other Captapi platforms.
cacheNoSet true to serve from the 24h response cache (0 credits on hit). Default false — always fetch fresh.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / cache / description
      Previous value: -"Set true to serve from the 24h response cache (0 credits on hit). Default false — always fetch fresh. Envelope includes cached + cachedAt on hits."New value: +"Set true to serve from the 24h response cache (0 credits on hit). Default false — always fetch fresh."
  2. Changed2 schema fields changed
    • changedInput schema / properties / cache / description
      Previous value: -"Set true to serve from the 24h response cache. Default false — always fetch fresh data."New value: +"Set true to serve from the 24h response cache (0 credits on hit). Default false — always fetch fresh. Envelope includes cached + cachedAt on hits."
    • changedInput schema / properties / url / description
      Previous value: -"Post/video/reel URL from YouTube, TikTok, Instagram, Facebook, X, Reddit, Threads, Bluesky, Pinterest, LinkedIn, or Rumble. Platform auto-detected — cross-platform URLs are expected. Not Kwai/Twitch/Spotify/Snapchat."New value: +"Public post/video/reel URL from one of 11 platforms: YouTube, TikTok, Instagram, Facebook, X, Reddit, Threads, Bluesky, Pinterest, LinkedIn, or Rumble. Platform is auto-detected — cross-platform URLs are expected here (unlike single-platform endpoints). Not in scope: Kwai, Twitch, Spotify, Snapchat, and other Captapi platforms."
  3. Changed1 schema field changed
    • changedInput schema / properties / url / description
      Previous value: -"A public post, video, or reel URL from a supported platform. The URL platform must match this tool's platform. Do not pass cross-platform URLs, e.g. YouTube to TikTok, Instagram to Facebook, LinkedIn to X/Twitter, or Pinterest to Rumble."New value: +"Post/video/reel URL from YouTube, TikTok, Instagram, Facebook, X, Reddit, Threads, Bluesky, Pinterest, LinkedIn, or Rumble. Platform auto-detected — cross-platform URLs are expected. Not Kwai/Twitch/Spotify/Snapchat."
  4. Added

TDQS

A4/5.0
Behavior4/5

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

With no annotations, the description carries the burden and it delivers meaningful behavioral detail: 1-credit cost, no charge for empty results/failures, and cache behavior with a free 24h hit when cache=true. It does not describe what metrics are included or any rate limits, which keeps it from 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.

Conciseness4/5

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

The description is short and front-loaded with the core purpose. It loses a point because 'Costs 1 credit' repeats the parenthetical '(1 credit)' in the first sentence.

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?

For a two-parameter tool with no output schema, it covers cost, caching, and platform scope, but 'unified metrics' does not say what metrics are actually returned. An agent can invoke it correctly but may not know whether the response satisfies a request for specific data.

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% and both url and cache are already fully documented, so the description adds only cost/cache context rather than parameter meaning. Baseline 3 is appropriate.

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

Purpose5/5

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

States a specific verb and resource: returns unified metrics for a single post, video, or reel, with platform auto-detection. The schema's 'unlike single-platform endpoints' explicitly distinguishes it from the many platform-specific detail tools in the sibling list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description plus schema gives a clear use case: cross-platform URLs expected for unified metrics, as opposed to single-platform endpoints. It does not explicitly rule out alternatives like analytics_compare or platform-specific deep-dive tools, so it stops short of a full when/when-not decision rule.

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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