Moltline Humanizer is an MCP server with 5 tools an agent can call, among them ai_tell_scan, burstiness_report, humanize_plan. It answers at https://mcp.moltlinestudio.com/humanizer over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.
Hosted MCP server to humanize AI text: tell scans, voice fingerprints, burstiness, rewrite checks.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 — every flag cites the actual text. Typical i Inputs: text |
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>"} returns {"sentence_lengths": [12, 14, 13, 5, Inputs: text |
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 result is supplied, adds numeric targets to hi Inputs: text, fingerprint |
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) numeric distance to the target voice. Typical Inputs: original, rewrite, fingerprint |
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. Typical input {"samples": ["<email text>", Inputs: samples, label |
Every block below points at https://mcp.moltlinestudio.com/humanizer. Pick your client and copy.
claude mcp add --transport http moltline-humanizer https://mcp.moltlinestudio.com/humanizer
{
"mcpServers": {
"moltline-humanizer": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.moltlinestudio.com/humanizer"]
}
}
}{
"mcpServers": {
"moltline-humanizer": {
"url": "https://mcp.moltlinestudio.com/humanizer"
}
}
}{
"servers": {
"moltline-humanizer": {
"type": "http",
"url": "https://mcp.moltlinestudio.com/humanizer"
}
}
}{
"context_servers": {
"moltline-humanizer": {
"url": "https://mcp.moltlinestudio.com/humanizer"
}
}
}{
"mcpServers": {
"moltline-humanizer": {
"serverUrl": "https://mcp.moltlinestudio.com/humanizer"
}
}
}{
"mcpServers": {
"moltline-humanizer": {
"url": "https://mcp.moltlinestudio.com/humanizer"
}
}
}name: Moltline Humanizer
version: 0.0.1
schema: v1
mcpServers:
- name: Moltline Humanizer
type: streamable-http
url: https://mcp.moltlinestudio.com/humanizer{
"mcpServers": {
"moltline-humanizer": {
"httpUrl": "https://mcp.moltlinestudio.com/humanizer"
}
}
}{
"mcpServers": {
"moltline-humanizer": {
"type": "http",
"url": "https://mcp.moltlinestudio.com/humanizer"
}
}
}{
"mcpServers": {
"moltline-humanizer": {
"url": "https://mcp.moltlinestudio.com/humanizer"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.moltlinestudio.com%2Fhumanizer&type=streamable_http&id=moltline-humanizer&name=Moltline%20Humanizer
It answered our last check on 18 October 2026 in 407 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by moltlinestudio.com and served from mcp.moltlinestudio.com, the vendor's own domain: https://mcp.moltlinestudio.com/humanizer.
5, as returned by the server's own tools/list on 31 August 2026: ai_tell_scan, burstiness_report, humanize_plan, verify_rewrite, voice_fingerprint.
It answered our last check on 18 October 2026 in 407 ms. Over 10 checks since 5 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.moltlinestudio.com/humanizer. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: com.moltlinestudio. Endpoint host: mcp.moltlinestudio.com. ARD identifier: urn:air:com.moltlinestudio:mcp:humanizer.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.