RankJot MCP¶

Real Google rankings as an MCP tool. Ask your assistant "where does example.com rank for best running shoes in the UK?" and RankJot makes a live Google lookup instead of guessing. One tool, one job: the current organic position for a domain and keyword, the page that ranks, and the surrounding top 10 - so follow-ups like "who is above me?" need no extra call.

Server type: stdio (uvx rankjot-mcp)
Auth: RANKJOT_API_KEY environment variable
Install: uvx rankjot-mcp (PyPI rankjot-mcp 0.1.0, verified)
Registry: io.github.epolat/rankjot-mcp
Pricing: Free accounts include 25 lookups a month
License: MIT
Category: SEO

Why This Matters for Operators¶

Rank tracking is usually a dashboard: a login, a project setup, a weekly email. RankJot makes it a question. The tool returns structured data an assistant can reason over:

the domain's 1-based Google organic position (or null when it is not in the results checked)
which of the domain's pages ranks
the top 10 organic results, for immediate "who is above me" follow-ups
the remaining monthly quota

Failures come back as data (an error field) rather than exceptions, so the assistant can explain what happened instead of dying mid-answer.

Tool Reference¶

Tool	Arguments	Returns
`check_rank`	`domain`, `keyword`, `country` (default `us`)	Position (1-based or null), ranking page, top 10 organic results, remaining quota

Installation¶

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

Requires uv (for uvx) and a RankJot API key; free accounts include 25 lookups per month. The server is also published in the official MCP registry, so registry-aware clients can install it from the listing.

Business Relevance¶

Founders check whether the site actually ranks for the terms the business cares about, without a rank-tracker subscription.
Content teams verify a new page's position days after publishing, in the same session where the page was planned.
SEO consultants sample positions across client domains and countries on demand.
Ops leads get a lightweight quota (25 lookups free per month) that is enough for spot checks and honest reporting.

Integration with CorpusIQ¶

A ranking is a leading indicator; revenue is the lagging one. Connect CorpusIQ and the same assistant pairs RankJot positions with the business data behind them - GA4 sessions, Search Console clicks, Shopify orders, Stripe revenue - with source-cited answers, so "we moved from 14 to 6 for this keyword" can be followed immediately by "and here is what that traffic did". For teams that treat SEO as a growth channel rather than a vanity metric, the two answer the question together.

Limitations¶

One tool, one engine: Google organic positions only; no other search engines, no historical trend charts.
Quota-bound: 25 lookups a month on the free tier.
New and minimal (PyPI 0.1.0): a small utility, not a full rank-tracking platform.
Requires uv/uvx and a RankJot API key in the client environment.