MCP server

Moltline Humanizer

com.moltlinestudio/humanizer

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website Source

At a glance

Type

MCP server

Publisher

moltlinestudio.com (verified by the MCP Registry)

Status

Working at last check

Tools

5

Token cost

About 1,859 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http humanizer https://mcp.moltlinestudio.com/humanizer

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.humanizer]
url = "https://mcp.moltlinestudio.com/humanizer"

Gemini CLI

{"mcpServers":{"humanizer":{"httpUrl":"https://mcp.moltlinestudio.com/humanizer"}}}

Cursor

{"mcpServers":{"humanizer":{"url":"https://mcp.moltlinestudio.com/humanizer"}}}

VS Code

{"servers":{"humanizer":{"type":"http","url":"https://mcp.moltlinestudio.com/humanizer"}}}

Antigravity

agy mcp add humanizer https://mcp.moltlinestudio.com/humanizer

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"humanizer","server_url":"https://mcp.moltlinestudio.com/humanizer","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"humanizer","server_url":"https://mcp.moltlinestudio.com/humanizer"}

Tools

• ai_tell_scan ~366 tokens
  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. Every flag cites the actual text. Typical input {"text": "<draft>"} returns {"reads_human_score": 0-100
• burstiness_report ~293 tokens
  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>"} returns {"sentence_lengths": [12, 14, 13, 5, 28], "burstiness": 0.52, "flat_runs": [{"sentences": "1-3",
• humanize_plan ~389 tokens
  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 result is supplied, adds numeric targets to hit that person's voice. Apply the brief with your agent, the
• verify_rewrite ~415 tokens
  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) numeric distance to the target voice. Typical input {"original": "<draft>", "rewrite": "<edited draft>"}
• voice_fingerprint ~396 tokens
  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. Typical input {"samples": ["<email text>", "<blog post>"]} returns {"label": "my-voice", "target_metri

Browse

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