# Yandex Maps Reviews

> Use this tool when you need to extract business reviews from Yandex Maps for market research, competitor analysis, or sentiment analysis. It scrapes review text, ratings, and other relevant data using headless browser automation, with configurable settings and no API key required. Ideal for analyzing businesses on the Yandex Maps platform, providing valuable insights into customer opinions and preferences.

Canonical page: https://skillsregistry.net/skills/mrkhachaturov-yandex-maps-reviews  
JSON: https://api.skillsregistry.net/v1/skills/mrkhachaturov-yandex-maps-reviews

## Description

Scrapes Yandex Maps business reviews using headless Chromium browser automation, extracting review text, ratings, author information, likes/dislikes, direct review URLs, and business responses. Supports multiple browser backends (Playwright, Patchright for anti-detection, or remote CDP) with configurable pagination, sorting, retry mechanisms, and structured data models. No API key required. Built by Ruben Khachaturov for market research, competitor analysis, and sentiment analysis of businesses on the Yandex Maps platform.

## Trust

- **Trust score (0–1):** 0.83
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/mrkhachaturov-yandex-maps-reviews)
- **Repository:** <https://github.com/mrkhachaturov/ya-reviews-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "mrkhachaturov-yandex-maps-reviews"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mrkhachaturov-yandex-maps-reviews` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mrkhachaturov-yandex-maps-reviews/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt