MCP For Claude Marketplace
Video Script Pacing Analyzer

Video Script Pacing Analyzer MCP Connector for Claude

A+

Analyze video and ad scripts for timing, hook strength, and rhythmic pacing.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

Optimize your video content for maximum viewer retention. This MCP server provides specialized tools to evaluate the structural rhythm of scripts. Use analyze_script_timing to determine total spoken duration and CTA placement, evaluate_hook_retention to check information density in the critical first 8 seconds, calculate_pacing_variance to detect monotonous or overly rapid segments, and assess_audio_rhythm to ensure natural breathability through pause analysis.

videoscriptpacingretentionadvertisingediting

4 tools expose this connector's capabilities to your AI agent.

analyze_script_timing

Analyze timing and CTA placement in a video script

calculate_pacing_variance

Analyze the variance in script segment durations

evaluate_hook_retention

Evaluate how well the script hooks viewers in early windows

assess_audio_rhythm

Analyze the rhythm and breathability of the script

See how to talk to your AI agent using Video Script Pacing Analyzer.

Analyze this script: 'Stop scrolling! This is the secret to better pacing. [pause] You need to watch until the end for the CTA.' at 150 WPM.

The total estimated duration is approximately 12 seconds, with the Call to Action located at 83% of the script length.

Check the hook strength for: 'Welcome to the show. Today we are talking about pacing. It is very important for creators.'

The 3-second window contains 4 words, the 5-second window contains 7 words, and the 8-second window contains 12 words.

Does this script have good breathability? 'Running fast... [pause] breathing hard... [pause] stop.'

The pause to word ratio is 0.67, indicating a high level of breathability and intentional pauses.

The `analyze_script_timing` tool calculates duration by dividing the total word count of your script by a provided Words Per Minute (WPM) rate.

Related Connectors

Onboarding Sequence Flow Scorer

Onboarding Sequence Flow Scorer MCP

4 tools Official

Analyze multi-step onboarding flows for efficiency, cognitive load, and friction risks.

A+ View details →
Webinar Registration Copy Analyzer

Webinar Registration Copy Analyzer MCP

5 tools Official

Audit webinar registration pages for conversion optimization potential.

A+ View details →
NEW
assignment-time-per-page

assignment-time-per-page MCP

4 tools Official

Calculates time spent per page to analyze academic workflow efficiency.

A+ View details →
NEW
Manuscript Word Count Plan

Manuscript Word Count Plan MCP

4 tools Official

Calculate daily writing targets and manage manuscript schedules.

A+ View details →