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video_summarize

AI transcription + summary of an uploaded file — transcript included; 1 credit/min + 1. Costs 1 credit/min +1. Empty results and failures are never charged. Pass cache=true for a free 24h cache hit (default always fresh).

Input Schema

NameRequiredDescriptionDefault
fileYesVideo or audio file (multipart form field — use -F file=@path, not a query string). Max 200MB / 60 minutes.
languageNoISO-639-1 language hint, e.g. "en" or "tr". Omit to auto-detect.
translateNoWhen true, translate speech to English before summarizing. Default false.
timestampGranularityNosegment (default) or word.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / language / description
      Previous value: -"ISO-639-1 Whisper language hint, e.g. \"en\" or \"tr\". Omit to auto-detect."New value: +"ISO-639-1 language hint, e.g. \"en\" or \"tr\". Omit to auto-detect."
  2. Changed3 schema fields changed
    • changedInput schema / properties / file / description
      Previous value: -"Local path to video/audio — multipart form field file (POST), not a query string."New value: +"Video or audio file (multipart form field — use -F file=@path, not a query string). Max 200MB / 60 minutes."
    • changedInput schema / properties / language / description
      Previous value: -"ISO-639-1 Whisper language hint."New value: +"ISO-639-1 Whisper language hint, e.g. \"en\" or \"tr\". Omit to auto-detect."
    • changedInput schema / properties / translate / description
      Previous value: -"Translate speech to English when true."New value: +"When true, translate speech to English before summarizing. Default false."
  3. Changed4 schema fields changed
    • changedInput schema / properties / file / description
      Previous value: -"Local path or multipart file upload of the video/audio to transcribe and summarize."New value: +"Local path to video/audio — multipart form field file (POST), not a query string."
    • addedInput schema / properties / language
      Added value: +{
      +  "description": "ISO-639-1 Whisper language hint.",
      +  "type": "string"
      +}
    • addedInput schema / properties / timestampGranularity
      Added value: +{
      +  "description": "segment (default) or word.",
      +  "type": "string"
      +}
    • addedInput schema / properties / translate
      Added value: +{
      +  "description": "Translate speech to English when true.",
      +  "type": "boolean"
      +}
  4. Added

TDQS

A3.8/5.0
Behavior4/5

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

With no annotations, the description carries the burden and does disclose meaningful behavior: billing rate (1 credit/min + 1), that empty results and failures are never charged, and cache semantics (default fresh, cache=true gives a 24h hit). It omits file retention/handling and any auth or rate-limit context, but the billing and caching disclosure is substantive.

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 core purpose is front-loaded and the description is short, but it contains a literal duplicate ('1 credit/min + 1. Costs 1 credit/min +1.'), so not every sentence earns its place. The pricing statement is wasted repetition.

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 4-parameter tool with full schema coverage and no output schema, the description covers the essentials: what it produces (transcript + summary), what it costs, and how caching behaves. It stops short of describing return structure or failure/error semantics in detail, but nothing critical to invoking it is missing.

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 coverage is 100% and the schema already documents all four parameters (file, language, translate, timestampGranularity) with constraints like 200MB/60min. Baseline 3 applies; the description adds no parameter detail and notably references a 'cache' argument that does not exist in the schema, which is a minor inconsistency rather than added value.

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+resource ('AI transcription + summary of an uploaded file') and explicitly scopes it to uploads, which separates it from URL/handle-based siblings like video_transcript, youtube_summarize and tiktok_summarize. It also notes the transcript is included, so an agent knows this does more than a plain transcript tool.

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 gives a concrete usage hint for caching ('Pass cache=true for a free 24h cache hit (default always fresh)'), which is real operational guidance. However, it never says when to choose this over video_transcript or the platform-specific summarize tools, so selection guidance is only implied.

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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