Connect-MCP

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.

MCPremoteno credentialsMaps & locationImages, video & audio

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 6 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 80/100

What it does: 6 tools · 2 read, 4 write · Maps & location, Images, video & audio, Email

Test call script_runtime: failed — tool error: script_runtime needs script_text, word_count or target_minutes. Ask the user which they have. (969 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: 0
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp.prepublish.ai

Tools

6 tools listed at 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 user has a finished or n
  • 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 nothing. This is a text-o
  • 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 fast second opinion
  • 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 worries about reused
  • 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 sensitive subject ma
  • 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 long will this script r

Badge

Connect-MCP badge for ai.prepublish/script-audit

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/ai.prepublish/script-audit.svg)](https://clawy.uk/mcp/s/ai.prepublish/script-audit)

Website