MCP server for Yandex Maps business reviews
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# ya-reviews-mcp [](https://pypi.org/project/ya-reviews-mcp/)    Model Context Protocol (MCP) server for [Yandex Maps](https://yandex.ru/maps/) business reviews. Scrapes reviews from any Yandex Maps organization page and exposes them to your AI assistant — review text, ratings, author info, likes/dislikes, business responses, and company metadata. No API key required. Uses a headless Chromium browser under the hood. Supports multiple browser backends: [Playwright](https://playwright.dev/), [Patchright](https://github.com/Kaliiiiiiiiii-Vinyzu/patchright-python) (anti-detection), or a remote browser via CDP. ## Quick Start ### 1. Install Choose your backend: ```bash # Option A: Playwright (default) uv tool install ya-reviews-mcp[playwright] playwright install chromium # Option B: Patchright (better anti-detection) uv tool install ya-reviews-mcp[patchright] patchright install chromium # Option C: Remote browser (no local browser needed) uv tool install ya-reviews-mcp # Then run a browser separately, e.g.: # docker run -p 3000:3000 ghcr.io/browserless/chromium ``` > **No uv?** Use pip instead: `pip install ya-reviews-mcp[playwright]` ### 2. Find the Organization ID Open any business on [Yandex Maps](https://yandex.ru/maps/) and look at the URL: ``` https://yandex.ru/maps/org/astra_motors/1248139252/reviews/ ^^^^^^^^^^ this is the org_id ``` ### 3. Configure Your IDE Add to your Claude Desktop / Cursor MCP configuration: ```json { "mcpServers": { "ya-reviews": { "command": "uvx", "args": ["--from", "ya-reviews-mcp[playwright]", "ya-reviews-mcp"] } } } ``` > **Using Patchright?** Replace `ya-reviews-mcp[playwright]` with `ya-…
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