Skip to main content

MCP server for XMLRiver — Google/Yandex SERP parsing and Wordstat frequency data via XML API

Project description

xmlriver-mcp

MCP server for XMLRiver — Google/Yandex SERP parsing and Yandex Wordstat keyword frequency data via XML API.

mcp-name: io.github.artgas1/xmlriver-mcp

PyPI License: MIT Python 3.10+

What it does

Gives Claude / Cursor / Windsurf direct access to:

  • Google SERP parsing (organic, ads, FAQ, knowledge graph, AI Overview) for any country / region / device
  • Yandex SERP parsing (Russian-speaking markets — primary use case)
  • Yandex Wordstat keyword frequency, history, similar queries (Yandex's keyword volume tool)
  • Indexing check — is this URL in Google/Yandex index?
  • Account ops — balance, tariff, cost per 1k requests

First MCP for XMLRiver — fills a gap for Russian SEO research and Yandex-aware analysis. Pay-as-you-go (~25 ₽ / 1000 requests on Basic tariff).

Quickstart

uvx xmlriver-mcp

Configuration

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "xmlriver": {
      "command": "uvx",
      "args": ["xmlriver-mcp"],
      "env": {
        "XMLRIVER_USER": "<your_numeric_user_id>",
        "XMLRIVER_KEY": "<your_40_char_hex_key>"
      }
    }
  }
}

Claude Code

Add to project .mcp.json:

{
  "mcpServers": {
    "xmlriver": {
      "command": "uvx",
      "args": ["xmlriver-mcp"],
      "env": {
        "XMLRIVER_USER": "<your_numeric_user_id>",
        "XMLRIVER_KEY": "<your_40_char_hex_key>"
      }
    }
  }
}

Cursor

Edit ~/.cursor/mcp.json (global) or .cursor/mcp.json (project):

{
  "mcpServers": {
    "xmlriver": {
      "command": "uvx",
      "args": ["xmlriver-mcp"],
      "env": {
        "XMLRIVER_USER": "<your_numeric_user_id>",
        "XMLRIVER_KEY": "<your_40_char_hex_key>"
      }
    }
  }
}

Tools

Tool What it does
google_search Parse Google SERP for a query — country, language, device, page, date filter, extra blocks (ads, FAQ, knowledge graph, AI Overview)
yandex_search Parse Yandex SERP — region, language, device, page, date filter, extra blocks
yandex_search_api_v2 Yandex Search API v2 (official) via XMLRiver — cleaner structured output
wordstat_query Yandex Wordstat keyword frequency, device breakdown, history, similar queries
check_url_indexed Check if URL is indexed in Google or Yandex
get_balance Current XMLRiver balance in rubles
get_tariff Current XMLRiver tariff name (Basic / Pro / Mega / Giga)
get_tariff_expire Tariff expiration date (for prepay tariffs)
get_cost Cost per 1000 requests for a given engine (google / yandex / yaxml / wordstat)

All tools are read-only (annotated with readOnlyHint: true). No destructive operations.

Authentication

  1. Register at https://xmlriver.com
  2. Top up balance (minimum ~100 ₽ to start)
  3. Get your user (numeric ID) and key (40-char hex) from the dashboard
  4. Set XMLRIVER_USER and XMLRIVER_KEY env vars in your MCP client config

Security note: XMLRiver API is HTTP-only (not HTTPS). The key is rotatable from the dashboard if compromised.

Pricing context

Tariff Setup Google / Yandex / Wordstat Yandex Search API v2
Basic Pay-as-you-go 25 ₽ / 1k 25 ₽ / 1k
Pro 5000 ₽/mo 20 ₽ / 1k 24 ₽ / 1k
Mega 15000 ₽/mo 15 ₽ / 1k 23 ₽ / 1k
Giga 50000 ₽/mo 12 ₽ / 1k 22 ₽ / 1k

Use get_balance and get_cost to monitor spend before bulk operations.

Common use cases

  • SEO position trackingyandex_search(query="...", region=213) for own/competitor ranking
  • Keyword researchwordstat_query(query="купить iphone", history_period="monthly") for demand validation + seasonality
  • Featured snippet huntinggoogle_search(additional_blocks="faqsnippet,knowledge_graph,zeroposition") to see what owns the answer box
  • Indexation monitoringcheck_url_indexed(url="https://your-site.com/new-page") after publishing
  • Cross-region comparison — same query, different region/country for Yandex/Google to see geographic variance

Local development

git clone https://github.com/artgas1/xmlriver-mcp
cd xmlriver-mcp
uv sync --all-extras

# Run unit tests (no API key needed)
uv run pytest tests/unit -v

# Run integration tests (requires XMLRIVER_USER / XMLRIVER_KEY)
XMLRIVER_USER=... XMLRIVER_KEY=... uv run pytest tests/integration -v -m integration

# MCP Inspector — interactive
XMLRIVER_USER=... XMLRIVER_KEY=... npx @modelcontextprotocol/inspector uv run python -m xmlriver_mcp.server

# MCP Inspector — CLI smoke test (list tools)
npx @modelcontextprotocol/inspector --cli "uv run python -m xmlriver_mcp.server" --method tools/list

Architecture

  • Stack: Python 3.10+ / FastMCP / httpx / tenacity / pydantic
  • Transport: stdio (default)
  • No external SDK dependency — direct REST via httpx + custom XML parser
  • Retry strategy: 3 attempts with exponential backoff on network errors (not on HTTP 4xx)
  • Logging: stderr only (stdio protocol requires stdout for JSON-RPC)

License

MIT

Contributing

PRs welcome. Open an issue first for substantial changes.

Acknowledgements

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

xmlriver_mcp-0.1.5.tar.gz (119.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

xmlriver_mcp-0.1.5-py3-none-any.whl (20.0 kB view details)

Uploaded Python 3

File details

Details for the file xmlriver_mcp-0.1.5.tar.gz.

File metadata

  • Download URL: xmlriver_mcp-0.1.5.tar.gz
  • Upload date:
  • Size: 119.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.11.14 {"installer":{"name":"uv","version":"0.11.14","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

File hashes

Hashes for xmlriver_mcp-0.1.5.tar.gz
Algorithm Hash digest
SHA256 fa7a8ec5fa280d448756c5d0a518f63edc1947e80f718ebee194d76ca11ee1df
MD5 eb13fdf2acd21cf24d9fd610315bde8b
BLAKE2b-256 261ed180c487fad4e0bf94c73ce4a49d96de207043693aef022b1a22230d13bd

See more details on using hashes here.

File details

Details for the file xmlriver_mcp-0.1.5-py3-none-any.whl.

File metadata

  • Download URL: xmlriver_mcp-0.1.5-py3-none-any.whl
  • Upload date:
  • Size: 20.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.11.14 {"installer":{"name":"uv","version":"0.11.14","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

File hashes

Hashes for xmlriver_mcp-0.1.5-py3-none-any.whl
Algorithm Hash digest
SHA256 31925dead73bbbdc9457aee16d9419b5ee6ba5cc55e9acf270a003c521527d94
MD5 2de185165015878b6f7a25f8aec4a016
BLAKE2b-256 87fa6a41f4eedbe6c514932826acc4bbef06f2a37f7178747c979a8aae986a16

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page