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GoHumanize Open Humanizer MCP server

by GoHumanize-ai·io.github.GoHumanize-ai/gohumanize-open-humanizer-mcp·v0.1.12·1 stars
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Rewrite AI-styled text into natural writing with a fine-tune model.

B82/100grade B
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Safety scan
B82/100

full report

Adoption
Growing

1 stars2.0k downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

GoHumanize Open Humanizer tools (2)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • about_open_humanizer

    Describe the GoHumanize Open Humanizer: what it is, how it was trained, where the model,

  • humanize_text

    Rewrite a passage of AI-styled English prose so it reads more like a person wrote it,

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 82/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How GoHumanize Open Humanizer compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
82/100
higher than 65% of 4,460 AI and agents servers
Tools
2
the typical AI and agents server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
1
more than 50% of 2,711 AI and agents servers
Downloads a week
1,990
more than 95% of 1,538 AI and agents servers with a package

What its tools let an agent do: 2 read

Install GoHumanize Open Humanizer in Claude Code, Cursor or VS Code

Runs npx -y gohumanize-open-humanizer-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add gohumanize-open-humanizer-mcp -- npx -y gohumanize-open-humanizer-mcp
Add to Cursor

What the publisher says

From the GoHumanize Open Humanizer repository's README, as published. We do not edit it. Read it on GitHub

GoHumanize Open Humanizer MCP server

An MCP (Model Context Protocol) server that lets AI assistants call the GoHumanize Open Humanizer: a small open model (Qwen3-4B fine-tune, Apache-2.0) that rewrites AI-styled English text into more natural human prose.

Tools:

are processed paragraph by paragraph, up to 1,500 words).

  • humanize_text rewrite a passage (50 to 400 words works best; longer texts
  • aboutopenhumanizer what the model is and which endpoint is in use.

The model is educational and makes no claim about AI detectors. It is separate from the production models used by GoHumanize.ai.

Several rewrites, best one returned

On modern prose the model sometimes plays safe and hands the text back almost unchanged (about one try in six). Each call asks the endpoint for five rewrites (generated in parallel, so the wait is the same) and keeps the one that moved furthest from the input while staying a sensible length. Set OPENHUMANIZERSAMPLES=1 for a single request.

Links

Use

{
  "mcpServers": {
    "gohumanize-open-humanizer": {
      "command": "npx",
      "args": ["-y", "gohumanize-open-humanizer-mcp"]
    }
  }
}

Which endpoint

The model runs wherever you point the server. Running it yourself needs no key and is the recommended setup:

ollama pull hf.co/gohumanize/gohumanize-open-humanizer:Q4_K_M
export OPEN_HUMANIZER_URL=http://localhost:11434/v1
export OPEN_HUMANIZER_MODEL=hf.co/gohumanize/gohumanize-open-humanizer:Q4_K_M

The hosted endpoint sleeps when idle. The first request after a quiet period waits for a GPU cold start, measured at one to two minutes; afterwards a rewrite takes a second or two. MCP clients apply their own timeout, often 60 seconds, so the first call through a client may fail even with a valid key and succeed on retry. Running the model locally avoids this entirely.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

GoHumanize Open Humanizer: common questions

Is GoHumanize Open Humanizer MCP server safe?
Mostly: it is graded B (82/100). Read the GoHumanize Open Humanizer safety report
How do I install GoHumanize Open Humanizer?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does GoHumanize Open Humanizer need an API key?
Yes. The registry entry asks for OPEN_HUMANIZER_API_KEY.
Is GoHumanize Open Humanizer maintained?
The last commit was 39 days ago (2026-09-26). The latest release is v0.1.12.
What can I use instead of GoHumanize Open Humanizer?
Servers from other publishers that do the same job: PaperBanana MCP server, three.ws 3D Agent Tools MCP server and DataSinking MCP server.
How does GoHumanize Open Humanizer compare with other AI and agents MCP servers?
safety score 82/100 (higher than 65% of 4,460 AI and agents servers); tools 2 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to GoHumanize Open Humanizer

Same job from other publishers: the closest match first, then the best rated.

  • PaperBanana
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    A
  • three.ws 3D Agent Tools
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  • DataSinking
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