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

MCP ServersOfficial Registry0 stars0 forksPythonMITUpdated today
ClaudeWave Trust Score
87/100
Trusted
Passed
  • Open-source license (MIT)
  • Actively maintained (<30d)
  • Clear description
  • Documented (README)
Last scanned: 9/15/2026
Install in Claude Code / Claude Desktop
Method: UVX (Python) · rankjot-mcp
Claude Code CLI
claude mcp add rankjot-mcp -- uvx rankjot-mcp
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "rankjot-mcp": {
      "command": "uvx",
      "args": ["rankjot-mcp"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
Use cases

MCP Servers overview

# 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.

<!-- mcp-name: io.github.epolat/rankjot-mcp -->

## 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](https://rankjot.com/login), 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`](https://docs.astral.sh/uv/),
so there's nothing to install by hand.

Claude Desktop (`claude_desktop_config.json`):

```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:

| `error` | Meaning |
|---|---|
| `config` | `RANKJOT_API_KEY` isn't set |
| `unauthorized` | The key is wrong or was revoked |
| `api_trial_limit` | This month's included lookups are used up |
| `quota_exceeded` / `rate_limited` | Monthly quota used, or too many calls per minute |
| `provider_error` / `network` | The 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](https://rankjot.com/privacy).

## Links

- API reference: https://rankjot.com/api-docs
- How this server was designed: https://rankjot.com/blog/google-rankings-as-an-mcp-tool

## License

MIT

What people ask about rankjot-mcp

What is epolat/rankjot-mcp?

+

epolat/rankjot-mcp is mcp servers for the Claude AI ecosystem. Real Google rankings as an MCP tool: where a domain ranks for a keyword, plus the top 10. It has 0 GitHub stars and its last recorded update is dated 2026-09-14.

How do I install rankjot-mcp?

+

You can install rankjot-mcp by cloning the repository (https://github.com/epolat/rankjot-mcp) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is epolat/rankjot-mcp safe to use?

+

Our security agent has analyzed epolat/rankjot-mcp and assigned a Trust Score of 87/100 (tier: Trusted). See the full breakdown of passed checks and flags on this page.

Who maintains epolat/rankjot-mcp?

+

epolat/rankjot-mcp is maintained by epolat. The last recorded GitHub activity is dated 2026-09-14, with 0 open issues.

Are there alternatives to rankjot-mcp?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

Deploy rankjot-mcp to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

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