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Rankscale

Rankscale MCP Server

Yes. Rankscale has a community-built MCP server.

Public API
Verification pending
Data from Buddy's database, auto-rechecked weekly

What is the Rankscale MCP server?

The Rankscale MCP server lets Claude, Cursor, Codex, and other MCP-compatible clients query keyword data, backlink profiles, SERP positions, and site-audit results without leaving the editor. The server is community-built. Expect occasional drift from the source tool and check the README before depending on it for production agents.

Three things you actually do with it: ask Claude to summarise this week's ranking shifts, have Cursor draft on-page fixes from a fresh site audit, and let Codex compare your backlink profile to a named competitor.

For non-agent workflows, Rankscale relies on its dashboard or third-party automation rather than a documented public API.

For the rest of the picture see the Rankscale review.

Inside Claude / Cursor / Codex

What you can build with the Rankscale MCP

Illustrative workflow examples. Exact tool names, parameters, and outputs come from Rankscale's MCP server schema, so check the docs for the live surface.

rankscale-mcp
>Show me my top 10 keywords by traffic this month
●rankscale.get_top_keywords({ limit: 10 })
TOP 5 KEYWORDS · LAST 30 DAYS
marketing automation12,400 visits
email marketing software8,920 visits
seo tools 20266,310 visits
best crm small business4,580 visits
mcp marketing tools2,140 visits
Scale to top 50? Just ask.
rankscale-mcp
>Which competitors rank for keywords I'm losing positions on?
●rankscale.compare_competitor_overlap()
LOSING POSITIONS · 3 KEYWORDS
marketing automation tools→ rival.com (#3)
best email marketing 2026→ competitor.io (#1)
ai marketing assistant→ newentrant.ai (#5)
Want a full SERP gap report?
rankscale-mcp
>Audit my newest blog post and flag low-effort SEO fixes
●rankscale.audit_url({ url: "mysite.com/post" })
QUICK WINS · 3 FOUND
Missing meta descriptionfix in 30s
H1 doesn't match target keywordfix in 1m
No internal links to top pagesfix in 2m
TMB SCORE FOR Rankscale
Read review →

Does Rankscale MCP cost extra?

Community (free)

The Rankscale MCP server is community-built — free to run, but you still pay for your Rankscale subscription.

  • Community MCPs are normally self-hosted from a GitHub repo. There's no extra license fee.
  • Your Rankscale account still needs whatever plan is required to access the data the MCP server queries.
  • Trade-off: zero MCP cost, but no guarantee it'll keep working when Rankscale changes their UI or API.
MCP cost
Free (self-hosted)
Subscription required
Yes (your tool plan)
Maintained by
Community

Rankscale also publishes a REST API

Rankscale publishes an API, but per-tier gating wasn't extracted automatically.

API docs
—
Auth method
—
SDK languages
—
OpenAPI spec
—
Webhooks
—
Structured outputs
—
See Rankscale API page

What you can do with Rankscale from an AI agent

Three shapes of agent workflow. Pick the row that matches how you actually use Claude / Cursor / Codex day to day.

INDIE / SOLO

Skip the dashboard, ask Claude

  • "What keywords moved this week?" answered in seconds
  • Quick one-off questions without leaving the editor
  • Pipe Rankscale data into your personal notes / docs without writing a script
Effort: 30 seconds — paste the config, restart Claude
AGENCY

Run client analysis at agent speed

  • Hand the MCP server to your team — every consultant can ask Claude about any client's Rankscale account
  • Multi-account workflows without context-switching the Rankscale UI
  • Reports you'd normally spend hours on, done before standup
Effort: An afternoon — set up auth per client
IN-HOUSE TEAM

Production agent workflows

  • Embed in your internal Codex / Cursor agents that triage Rankscale data daily
  • Combine with other MCP servers in a multi-step agent chain
  • Constrain agents to read-only roles to keep production Rankscale safe
Effort: Days — security review + role config

Limits and gotchas

  • Fallback: the REST API works for any flow the MCP server doesn't cover.
  • Rate limits: MCP calls count against your underlying Rankscale API quota. Burst usage from a curious agent can drain a daily allowance fast.

Rankscale MCP & API FAQ

Is the Rankscale MCP server official?

+
No — it's a community build, not maintained by Rankscale. Expect occasional drift and check the README before depending on it for production agents.

Can I use the Rankscale MCP with Cursor or Codex?

+
Yes — MCP is a protocol, not Claude-specific. Any MCP-capable client (Cursor, Codex, Windsurf, Zed) can use the same server config with minor path adjustments.

Sources

Data verified by Joonas on the dates shown. MCP server status auto-rechecked weekly.

Joonas Rotko
Joonas RotkoAuthor & Founder of That Marketing Buddy

10+ years in digital marketing. I review marketing software for AI-stack fit: real pricing, MCP and API support, and how cleanly each tool drops into an AI agent workflow, cross-checked against verified data and real user feedback.

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