# humanizer-ru (pypi · ru-humanizer)

Следы нейросети в русском тексте: балл чистоты 0-100, запреты и маркеры с позициями, факт-замок.

- Trust score: 56/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- pypi · `ru-humanizer`: 56/100 (this document), [markdown](https://verifymcp.io/servers/ilyautov-humanizer-ru/ru-humanizer.md), [page](https://verifymcp.io/servers/ilyautov-humanizer-ru/ru-humanizer)

## Channel facts

- Registry: `pypi`
- Package: `ru-humanizer`
- Version: `3.28.0`
- 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 2026-09-20.

- **Supply Chain Security**: 48/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it.
  - 2 of 6 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 35/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: no license is declared.
  - Actively maintained (last published 0 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 76/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 344 tokens (~172/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 20/100
  - Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **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 3 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 humanizer-ru MCP server?

humanizer-ru runs locally as a PyPI package, launched with uvx ru-humanizer. 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 ilyautov-humanizer-ru -- uvx ru-humanizer
```

### Cursor

```json
{
  "mcpServers": {
    "ilyautov-humanizer-ru": {
      "command": "uvx",
      "args": [
        "ru-humanizer"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "ilyautov-humanizer-ru": {
      "command": "uvx",
      "args": [
        "ru-humanizer"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add ilyautov-humanizer-ru -- uvx ru-humanizer
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ilyautov-humanizer-ru": {
      "type": "local",
      "command": [
        "uvx",
        "ru-humanizer"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ilyautov-humanizer-ru --command uvx --arg ru-humanizer
```

### Hermes

```yaml
mcp_servers:
  ilyautov-humanizer-ru:
    command: "uvx"
    args: ["ru-humanizer"]
```

### Netclaw

```json
{
  "McpServers": {
    "ilyautov-humanizer-ru": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "ru-humanizer"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add ilyautov-humanizer-ru -t stdio -c uvx -a ru-humanizer
```

### Other

```json
{
  "mcpServers": {
    "ilyautov-humanizer-ru": {
      "command": "uvx",
      "args": [
        "ru-humanizer"
      ]
    }
  }
}
```

## 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.

### 2026-09-20 (score 56, −14)

- [security regression] Malware scan: pass → unverified

### 2026-09-19 (score 70, +15)

- [security regression] Stability: 0.13 → unverified
- [security regression] Tool safety: pass → unverified
- [security improvement] Malware scan: unverified → pass
- [functional regression] Capabilities: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional] First check of Schema quality: unverified
- [functional] Package version: 3.27.0 → 3.28.0

### 2026-09-18 (score 55, −14)

- [security regression] Malware scan: pass → unverified

### 2026-09-17 (score 69, +16)

- [security regression] Tool safety: pass → unverified
- [security improvement] Malware scan: unverified → pass
- [security] Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional regression] Capabilities: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Stability: unverified → 0.10
- [functional] First check of Schema quality: unverified
- [functional] Package version: 3.26.2 → 3.27.0

### 2026-09-14 (score 53)

First indexed and scored.

## MCP tools (2)

### `scan_text` (~143 tokens)

Проверить русский текст на следы нейросети

Балл чистоты 0-100 (85 и выше чисто, 60-84 точечная правка, ниже 60 рерайт), штрафы с причинами, жёсткие запреты и мягкие маркеры с позициями в тексте, ритм предложений, морфология и структура. Не детектор авторства: показывает, что править.

Input parameters:

- `genre` (string|null): Жанр текста. По умолчанию marketing (строгий режим). academic, legal, fiction и news снимают маркеры, законные для регистра.
- `text` (string, required): Русский текст для проверки

### `compare_texts` (~145 tokens)

Сравнить исходник и правку

Балл «было и стало» с дельтой и факт-замок: числа, даты, имена, ссылки и код исходника должны дожить до правки, а новых появиться не должно. Отдельно кванторы («впервые», «единственный», «в России»), возникшие без источника.

Input parameters:

- `after` (string, required): Текст после правки
- `before` (string, required): Текст до правки
- `genre` (string|null): Жанр текста. По умолчанию marketing (строгий режим). academic, legal, fiction и news снимают маркеры, законные для регистра.

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/ilyautov-humanizer-ru/ru-humanizer#diagnostics

## Score history

- 2026-09-20: 56
- 2026-09-19: 70
- 2026-09-18: 55
- 2026-09-17: 69
- 2026-09-16: 53
- 2026-09-15: 53
- 2026-09-14: 53

## Common questions

### What is the humanizer-ru MCP server?

humanizer-ru is an MCP server listed in the public MCP registry as io.github.ilyautov/humanizer-ru. Следы нейросети в русском тексте: балл чистоты 0-100, запреты и маркеры с позициями, факт-замок. This page covers its PyPI package (ru-humanizer).

### Is the humanizer-ru MCP server safe to use?

humanizer-ru scores 56 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. 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 humanizer-ru MCP server expose?

humanizer-ru exposes 2 tools: scan_text, compare_texts. Their descriptions and schemas cost roughly 288 tokens of context every time the server is loaded.

### Is the humanizer-ru MCP server still maintained?

humanizer-ru is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- PyPI project: https://pypi.org/project/ru-humanizer/
- Socket report: https://socket.dev/pypi/package/ru-humanizer
- Repository: https://github.com/ilyautov/humanizer-ru
- Website: https://humanizer-ru.aifrontier.tech/
- Changelog RSS feed: https://verifymcp.io/servers/ilyautov-humanizer-ru/ru-humanizer.xml
- Changelog JSON feed: https://verifymcp.io/servers/ilyautov-humanizer-ru/ru-humanizer.json
- HTML version of this page: https://verifymcp.io/servers/ilyautov-humanizer-ru/ru-humanizer