# GoHumanize Open Humanizer (npm · gohumanize-open-humanizer-mcp)

Rewrite AI-styled text into natural writing with a fine-tune model.

- Trust score: 84/100 (high trust)
- Change this week: 0
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- npm · `gohumanize-open-humanizer-mcp`: 84/100 (this document), [markdown](https://verifymcp.io/servers/gohumanize-ai-gohumanize-open-humanizer-mcp/gohumanize-open-humanizer-mcp.md), [page](https://verifymcp.io/servers/gohumanize-ai-gohumanize-open-humanizer-mcp/gohumanize-open-humanizer-mcp)

## Channel facts

- Registry: `npm`
- Package: `gohumanize-open-humanizer-mcp`
- Version: `0.1.12`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Supply Chain Security**: 98/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - 30 of 92 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (Apache-2.0).
  - Actively maintained (last published 13 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 74/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 176 tokens (~88/item across 2 items; 2 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 100/100
  - No destabilizing schema changes in the last 30 days.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 2 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the GoHumanize Open Humanizer MCP server?

GoHumanize Open Humanizer runs locally as an npm package, launched with npx -y gohumanize-open-humanizer-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add gohumanize-ai-gohumanize-open-humanizer-mcp -- npx -y gohumanize-open-humanizer-mcp
```

### Cursor

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

### VS Code

```json
{
  "servers": {
    "gohumanize-ai-gohumanize-open-humanizer-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "gohumanize-open-humanizer-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add gohumanize-ai-gohumanize-open-humanizer-mcp -- npx -y gohumanize-open-humanizer-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "gohumanize-ai-gohumanize-open-humanizer-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "gohumanize-open-humanizer-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add gohumanize-ai-gohumanize-open-humanizer-mcp --command npx --arg -y --arg gohumanize-open-humanizer-mcp
```

### Hermes

```yaml
mcp_servers:
  gohumanize-ai-gohumanize-open-humanizer-mcp:
    command: "npx"
    args: ["-y", "gohumanize-open-humanizer-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "gohumanize-ai-gohumanize-open-humanizer-mcp": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "gohumanize-open-humanizer-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add gohumanize-ai-gohumanize-open-humanizer-mcp -t stdio -c npx -a -y gohumanize-open-humanizer-mcp
```

### Other

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

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-02 (score 84, +1)

- [security] Stability: 0.97 → pass

### 2026-11-01 (score 83, −1)

- [functional] Stability: pass → 0.97

### 2026-10-26 (score 84, +1)

- [security] Stability: 0.97 → pass

### 2026-10-24 (score 83, +1)

No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-22 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-19 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-17 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-15 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (2)

### `humanize_text` (~129 tokens)

Humanize text

Rewrite a passage of AI-styled English prose so it reads more like a person wrote it, keeping the meaning, facts and order of ideas. Uses the GoHumanize Open Humanizer, a small open model (Qwen3-4B fine-tune) trained on public-domain prose. Best on passages of 50 to 400 words; longer inputs are processed paragraph by paragraph. Educational model: no claim about AI detectors.

Input parameters:

- `temperature` (number): Sampling temperature, default 0.9; lower is more literal
- `text` (string, required): The text to rewrite (English)

### `about_open_humanizer` (~47 tokens)

About the Open Humanizer

Describe the GoHumanize Open Humanizer: what it is, how it was trained, where the model, dataset and paper are published, and which endpoint this server is using.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/gohumanize-ai-gohumanize-open-humanizer-mcp/gohumanize-open-humanizer-mcp#diagnostics

## Score history

- 2026-11-05: 84
- 2026-11-04: 84
- 2026-11-03: 84
- 2026-11-02: 84
- 2026-11-01: 83
- 2026-10-31: 84
- 2026-10-30: 84
- 2026-10-29: 84
- 2026-10-28: 84
- 2026-10-27: 84
- 2026-10-26: 84
- 2026-10-25: 83
- 2026-10-24: 83
- 2026-10-23: 82
- 2026-10-22: 82
- 2026-10-21: 81
- 2026-10-20: 81
- 2026-10-19: 81
- 2026-10-18: 80
- 2026-10-17: 80
- 2026-10-16: 79
- 2026-10-15: 79
- 2026-10-14: 78
- 2026-10-13: 78
- 2026-10-12: 77
- 2026-10-08: 75
- 2026-10-04: 74
- 2026-10-03: 70
- 2026-10-02: 70
- 2026-10-01: 70

## Common questions

### What is the GoHumanize Open Humanizer MCP server?

GoHumanize Open Humanizer is an MCP server listed in the public MCP registry as io.github.GoHumanize-ai/gohumanize-open-humanizer-mcp. Rewrite AI-styled text into natural writing with a fine-tune model. This page covers its npm package (gohumanize-open-humanizer-mcp).

### Is the GoHumanize Open Humanizer MCP server safe to use?

GoHumanize Open Humanizer scores 84 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the GoHumanize Open Humanizer MCP server expose?

GoHumanize Open Humanizer exposes 2 tools: humanize_text, about_open_humanizer. Their descriptions and schemas cost roughly 176 tokens of context every time the server is loaded.

### Is the GoHumanize Open Humanizer MCP server still maintained?

GoHumanize Open Humanizer is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the GoHumanize Open Humanizer MCP server under?

GoHumanize Open Humanizer declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- npm package: https://www.npmjs.com/package/gohumanize-open-humanizer-mcp
- Socket report: https://socket.dev/npm/package/gohumanize-open-humanizer-mcp
- Repository: https://github.com/GoHumanize-ai/gohumanize-open-humanizer-mcp
- Website: https://gohumanize.ai/open-model
- Changelog RSS feed: https://verifymcp.io/servers/gohumanize-ai-gohumanize-open-humanizer-mcp/gohumanize-open-humanizer-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/gohumanize-ai-gohumanize-open-humanizer-mcp/gohumanize-open-humanizer-mcp.json
- HTML version of this page: https://verifymcp.io/servers/gohumanize-ai-gohumanize-open-humanizer-mcp/gohumanize-open-humanizer-mcp