MCP.Market

Rankrat MCP server

by psyb0t·io.github.psyb0t/rankrat·v0.20.1

Self-hosted MCP for owned-site SEO, search analytics, indexing, monitoring, and safe remediation.

A88/100grade A
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Safety scan
A88/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

Rankrat tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Rankrat compares

Against every graded SEO MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 80% of 769 SEO servers

Release history: 2 versions in the registry since 2026-08-17, latest 2026-10-10, typically one every 54 days.

Install Rankrat in Claude Code, Cursor or VS Code

claude mcp add rankrat -- docker run -i --rm docker.io/psyb0t/rankrat:v0.20.1
Add to Cursor

What the publisher says

From the Rankrat repository's README, as published. We do not edit it. Read it on GitHub

rankrat

<!-- mcp-name: io.github.psyb0t/rankrat -->

Every SEO signal lives in its own walled garden with its own dashboard, its own API, and its own bullshit auth dance: Search Console over here, GA4 over there, Bing Webmaster somewhere else, plus Cloudflare, Clarity, PageSpeed, CrUX, GTM, and Bing's backlink data. Point an agent at your rankings and it drowns juggling eight consoles. Rankrat drags all of them behind one self-hosted service, so you tell an agent the outcome you want and it inspects, creates, updates, or rips out provider resources through a single surface — REST and MCP, no dashboards.

It's a rat, not a burglar. You hand it the provider accounts; those credentials are the only authority it has. The resource lists in boundaries.json are inventory and URL-containment data — not a second permission system pretending to keep you safe. Rankrat writes by default; set RANKRATREADONLY=true and every mutating route and tool disappears from discovery. That's the one switch.

It speaks MCP over stdio, MCP over Streamable HTTP at /mcp, and a FastAPI JSON API under /v1/. Wrapper-managed HTTP gets a bearer; a hand-rolled loopback-only launch can drop it if you know what you're doing.

Status: alpha. The API and tool surface can still move before 1.0 — minor releases may break things on purpose (documented), so pin an exact release if you need it to hold still.

Contents

  • Capabilities
  • Quick start
  • Run it
  • Safety model
  • Documentation
  • Agent integrations
  • Development
  • Project information

Capabilities

What the runtime advertises is what it does — no hidden endpoints. A read-only deployment drops every write from discovery; a writable one exposes onboarding alongside the rest. The whole list is the MCP tool catalog and the generated OpenAPI document.

Quick start

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Rankrat: common questions

Is Rankrat MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Rankrat safety report
How do I install Rankrat?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Rankrat need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Rankrat maintained?
The last commit was 2 days ago (2026-11-02). The latest release is v0.20.1.
What can I use instead of Rankrat?
Servers from other publishers that do the same job: Crawlie MCP server, SEO Tools: A-Parser bridge MCP server and Google Search Console MCP server.

Alternatives to Rankrat

Same job from other publishers: the closest match first, then the best rated.

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