RankJot

io.github.epolatPublished by GitHub account epolatv0.1.0Updated Oct 25, 2026

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

The publisher's own server: Rank Fast

VerifiedSTDIODesktop onlyWeb Search & Scraping Data & Analytics

Server details

Identifier: io.github.epolat/rankjot-mcp
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Sep 16, 2026

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Overview

AI-generated overview

RankJot lets an AI assistant check where a domain ranks in Google organic results for a keyword and country, returning its position and the top 10 results.

What you can do: Check a domain's Google ranking for a keyword in a chosen country, returning its organic position or null if not found, plus the ranking page URL and the top 10 organic results with position, domain, URL and title, along with monthly lookup quota used and remaining.
When to use it: Useful when you want an assistant to answer SEO or visibility questions with live Google ranking data instead of guessing, such as where a site ranks for a keyword or which competitors sit above it.
Requirements: Runs locally over stdio via uvx or pip (Python package rankjot-mcp). Requires a RankJot account and an API key supplied in the RANKJOT_API_KEY environment variable. Network access to rankjot.com is needed for each lookup.

Before you install

Every call spends one lookup; free accounts include 25 lookups a month and the paid API plan is $20/mo for 5,000. The domain, keyword and country you check are sent to rankjot.com. Assistants may call tools in loops, so cap how many lookups a request may use.

Installation

In SourceWeft

Open RankJot in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

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):

json

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

{  "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.

License

MIT

Source: README.md at commit 291313b

Tools

SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

v0.1.0LatestSep 16, 2026

Score

50% of the applicable checks met

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Reached in the last 30 days25 pts
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Auth declared10 pts
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Tools listed15 pts
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DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
License10 pts

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