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PrePublish - YouTube script QA

ai.prepublish/script-audit · v1.1.0

Audit a YouTube script before recording: hook, pacing, drop-off risk, copy-paste rewrites.

Connect Remote server

Terminal
claude mcp add --transport http script-audit https://mcp.prepublish.ai
~/.cursor/mcp.json
{
  "mcpServers": {
    "script-audit": {
      "url": "https://mcp.prepublish.ai"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "script-audit": {
      "type": "http",
      "url": "https://mcp.prepublish.ai"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://mcp.prepublish.ai

Tools 6 found in our last check

  • audit_script

    Run Prepublish's full audit on a YouTube script the user has already written. Returns hook, structure and pacing scores, a script-level attention-risk map naming the passages most likely to lose viewers, and a copy-paste rewrite for each flagged passage. Choose this when the use…

  • get_audit

    Fetch the current state of an audit that was started earlier, using the analysis_id that audit_script returned. Use this when a previous audit was still running, or when the user refers back to an audit from earlier in the conversation. It performs no new analysis and costs noth…

  • audit_hook

    Score just the opening lines of a YouTube script: how much attention each sentence pulls, whether it opens a curiosity gap, how far away the payoff sits, plus the top issues and rewritten alternatives. Choose this when the user shares only a hook or opening paragraph, or wants a…

  • check_authenticity

    Check a script against YouTube's inauthentic-content expectations: whether it reads as mass-produced, templated or repetitive, which signals fire, and what to change. Returns a score, a risk level, the firing signals with quotes, and remediation steps. Choose this when the user…

  • policy_preflight

    Check a script before recording for the YouTube policy categories it may touch: which category families are implicated, the consequence family for each, a verdict and flag counts. Each category cites YouTube's own published policy page. Choose this when the user is writing about…

  • script_runtime

    Convert a word count, or a pasted script, into a spoken runtime range, and convert a target runtime back into a word budget. Rates come from Prepublish's own measurement of 349 videos: 25th percentile 160 words per minute, median 181, 75th percentile 201. Choose this for "how lo…

Details

Endpointhttps://mcp.prepublish.ai (Streamable HTTP)
First published20 Sep 2026
Last updated20 Sep 2026
Registry nameai.prepublish/script-audit

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