# yandexgpt-mcp (npm · @theyahia/yandexgpt-mcp)

MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)

- Trust score: 68/100 (medium)
- Change this week: +22
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `@theyahia/yandexgpt-mcp`: 68/100 (this document), [markdown](https://verifymcp.io/servers/theyahia-yandexgpt-mcp/theyahia-yandexgpt-mcp.md), [page](https://verifymcp.io/servers/theyahia-yandexgpt-mcp/theyahia-yandexgpt-mcp)

## Channel facts

- Registry: `npm`
- Package: `@theyahia/yandexgpt-mcp`
- Version: `3.0.1`
- 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 2026-08-03.

- **Supply Chain Security**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
- **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 (MIT).
  - Actively maintained (last published 123 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 554 tokens (~69/item across 8 items; 8 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 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.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add theyahia-yandexgpt-mcp -- npx -y @theyahia/yandexgpt-mcp
```

### Codex

```bash
codex mcp add theyahia-yandexgpt-mcp -- npx -y @theyahia/yandexgpt-mcp
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add theyahia-yandexgpt-mcp --command npx --arg -y --arg @theyahia/yandexgpt-mcp
```

### Hermes

```yaml
mcp_servers:
  theyahia-yandexgpt-mcp:
    command: "npx"
    args: ["-y", "@theyahia/yandexgpt-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "theyahia-yandexgpt-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@theyahia/yandexgpt-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.

### 2026-08-02 (score 68, +63)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Malware scan: unverified → pass
- [functional regression] Security disclosure: fail → unverified
- [functional improvement] License: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Stability: unverified → 0.20
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Schema quality: unverified → good
- [functional improvement] Tool coverage: unverified → 100
- [functional] Licence: MIT

### 2026-08-01 (score 5, −16)

- [functional regression] Tool coverage: 100 → unverified
- [functional] First check of Schema quality: unverified

### 2026-07-31 (score 21, −7)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 28, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-27 (score 46)

First indexed and scored.

## MCP tools (8)

### `complete` (~99 tokens)

Генерация текста через YandexGPT. Синхронный запрос с ожиданием ответа.

Input parameters:

- `maxTokens` (integer): Максимальное количество токенов
- `messages` (array, required): Массив сообщений диалога
- `model` (string): Модель (yandexgpt-lite, yandexgpt, yandexgpt-32k)
- `temperature` (number): Температура генерации (0–1)

### `complete_async` (~103 tokens)

Асинхронная генерация текста через YandexGPT. Возвращает ID операции для проверки статуса.

Input parameters:

- `maxTokens` (integer): Максимальное количество токенов
- `messages` (array, required): Массив сообщений диалога
- `model` (string): Модель (yandexgpt-lite, yandexgpt, yandexgpt-32k)
- `temperature` (number): Температура генерации (0–1)

### `get_operation` (~36 tokens)

Проверить статус асинхронной операции по ID.

Input parameters:

- `operation_id` (string, required): ID операции, полученный из async_completion

### `embed_text` (~59 tokens)

Получить эмбеддинг (векторное представление) одного текста.

Input parameters:

- `model` (string): Модель эмбеддингов (text-search-doc, text-search-query)
- `text` (string, required): Текст для получения эмбеддинга

### `embed_documents` (~60 tokens)

Получить эмбеддинги для массива текстов (batch).

Input parameters:

- `model` (string): Модель эмбеддингов (text-search-doc, text-search-query)
- `texts` (array, required): Массив текстов для получения эмбеддингов

### `classify` (~74 tokens)

Zero-shot классификация текста по заданным меткам.

Input parameters:

- `instruction` (string): Дополнительная инструкция для классификатора
- `labels` (array, required): Массив меток для zero-shot классификации
- `model` (string): Модель для классификации
- `text` (string, required): Текст для классификации

### `summarize` (~68 tokens)

Суммаризация текста с помощью YandexGPT.

Input parameters:

- `instruction` (string): Инструкция для суммаризации
- `model` (string): Модель для суммаризации (yandexgpt, yandexgpt-lite)
- `text` (string, required): Текст для суммаризации

### `tokenize` (~55 tokens)

Токенизация текста моделью YandexGPT. Возвращает список токенов и их количество.

Input parameters:

- `model` (string): Модель для токенизации
- `text` (string, required): Текст для токенизации

## Diagnostics

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

## Score history

- 2026-08-03: 68
- 2026-08-02: 68
- 2026-08-01: 5
- 2026-07-31: 21
- 2026-07-30: 28
- 2026-07-28: 46
- 2026-07-27: 46

## Links

- npm package: https://www.npmjs.com/package/@theyahia/yandexgpt-mcp
- Socket report: https://socket.dev/npm/package/@theyahia/yandexgpt-mcp
- Repository: https://github.com/theYahia/yandexgpt-mcp
- Changelog RSS feed: https://verifymcp.io/servers/theyahia-yandexgpt-mcp/theyahia-yandexgpt-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/theyahia-yandexgpt-mcp/theyahia-yandexgpt-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/theyahia-yandexgpt-mcp/theyahia-yandexgpt-mcp