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RankJot

Real Google rankings as a tool: where a domain ranks for a keyword, plus the top 10 organic results.

Search & KnowledgePythonv0.1.0

RankJot MCP server

Real Google rankings as a tool for AI assistants. Ask Claude (or any MCP client) "where does example.com rank for best running shoes in the UK?" and it makes a live lookup instead of guessing.

What it does

One tool:

check_rank(domain, keyword, country="us") returns

  • position: the domain's 1-based Google organic position, or null if it isn't in the results checked
  • url: which of the domain's pages ranks
  • results: the top 10 organic results (position, domain, url, title), so the assistant can answer "who's above me?" without another call
  • quota: lookups used and remaining this month

Positions are organic results only (ads, maps and answer boxes aren't counted), for the Google market you pass as country.

Setup

1. Get an API key. Sign in at rankjot.com, open Account → API access → Generate key. Free accounts include 25 lookups a month; the API plan ($20/mo) includes 5,000.

2. Add the server to your client. It runs with uvx, so there's nothing to install by hand.

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "rankjot": {
      "command": "uvx",
      "args": ["rankjot-mcp"],
      "env": { "RANKJOT_API_KEY": "rjk_your_key_here" }
    }
  }
}

Any other client that launches stdio servers takes the same command, uvx rankjot-mcp, with RANKJOT_API_KEY in its environment.

Prefer pip? pip install rankjot-mcp, then use rankjot-mcp as the command.

3. Restart the client and ask a ranking question.

Errors

Failures come back as a normal result with an error field, so the assistant can tell you what happened instead of retrying blindly:

errorMeaning
configRANKJOT_API_KEY isn't set
unauthorizedThe key is wrong or was revoked
api_trial_limitThis month's included lookups are used up
quota_exceeded / rate_limitedMonthly quota used, or too many calls per minute
provider_error / networkThe lookup couldn't be made; try again

Every call spends one lookup. Models are happy to call tools in loops, so if you ask about many keywords at once, say how many lookups it may use.

Privacy

The domain, keyword and country you check are sent to rankjot.com to perform the lookup. See the privacy policy.

Links

License

MIT

Installation

Source-derived launch command. Check the maintainer’s required arguments and credentials before running:

bash
uvx rankjot-mcp

Set up in your AI client

Merge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.

json
{
  "mcpServers": {
    "io-github-epolat-rankjot-mcp": {
      "command": "uvx",
      "args": [
        "rankjot-mcp"
      ]
    }
  }
}

Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.

Claude Desktop setup reference

Package

rankjot-mcppypi

Compatible MCP Clients

RankJot works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.

  • Claude Desktop~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.
  • Cursor~/.cursor/mcp.jsonRestart Cursor for changes to take effect.
  • VS Code.vscode/mcp.jsonReload VS Code window for changes to take effect.
  • Windsurf~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect.
  • Claude Code.mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.

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