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100
MCP live MCP 2025-11-25 streamable-http

Moltline Humanizer

com.moltlinestudio/humanizer

Find AI-isms with evidence and fingerprint a writing voice from samples. 3 of 5 free.

Uptime
100.0%
2 direct probes · 30d
Response
954ms
last probe
Tools
5
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://mcp.moltlinestudio.com/humanizer

Tools · 5

ai_tell_scan

Scan a draft for the measurable tells of AI-generated prose. FREE. Flags stock phrases (with exact quotes), structural reflexes, uniform sentence rhythm, em-dash overuse, and hedging boilerplate — ev…

voice_fingerprint

Build a measurable voice profile from samples of a person's real writing. FREE. Feed it 2+ samples (emails, posts, essays — 150+ words total) and use the result with humanize_plan / verify_rewrite. T…

burstiness_report

Map a draft's sentence rhythm and find where it goes flat. FREE. Reports per-sentence lengths, the burstiness coefficient, and runs of similar-length sentences. Typical input {"text": "<draft>"} retu…

humanize_plan

Produce a precise rewrite brief that de-AIs a draft, with numeric targets. PREMIUM (license). Lists every flagged tell with its fix and sentence-rhythm surgery targets; when a voice_fingerprint resul…

verify_rewrite

Verify a rewrite actually improved: score delta, meaning check, voice distance. PREMIUM (license). Compares reads-human score before/after, a meaning-preservation proxy, and (with a fingerprint) nume…

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "moltline_humanizer": {
      "url": "https://mcp.moltlinestudio.com/humanizer",
      "transport": "streamable-http"
    }
  }
}