SEO Performance MCP

Know which blog posts to refresh, expand, merge, or kill - without guessing. A MCP server that turns your scattered SEO and analytics data into one clear verdict per URL. Plug it into Claude, Cursor, or any MCP-aware client and ask: "Which three posts should I update this week?" - and get an answer backed by hard numbers. Its 8 documented tools cluster into create & write, cohort, gsc.

People who work with aeo, ai citation and clarity and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in TypeScript.

VERIFIED ACTIVE

LAST COMMIT 2026-06-08 · ★ 2 · #42 OF 66 MAINTAINED MAPS & LOCATION · VERIFIED 2026-09-18

MIT · TypeScript servers · how we verify → /methodology

01 · Install SEO Performance MCP

Claude Code

claude mcp add automatelab-tech-seo-performance-mcp -- npx -y @automatelab/seo-performance-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "automatelab-tech-seo-performance-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@automatelab/seo-performance-mcp"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

npm package @automatelab/seo-performance-mcp - the @automatelab scope differs from the repo owner (automatelab-tech); confirm it's the project's official package

registry namespace io.github.AutomateLab-tech is GitHub-verified and matches the repo owner

03 · What SEO Performance MCP can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

What you can build

An agent gets 8 documented tools across create & write, cohort, gsc, including posts_list, posts_snapshot, posts_decay_curve, posts_verdict.

Capability map

Tools grouped from the project's README - what SEO Performance MCP lets an agent do.

create & write

6 tools - e.g. Posts with {url, title, age_days, tags} from sitemap, Ghost, or your POSTS_LIST.; Per-URL unified rollup for a 30/60/90-day window: GSC + Matomo + GA4 + Clarity + citations + meta.; Weekly GSC…

posts_list · posts_snapshot · posts_decay_curve · posts_verdict · posts_refresh_brief · posts_cite_loss

Cohort

1 tool - e.g. Cohort verdict table sorted by priority + confidence. "Which three posts should I refresh this week?"

cohort_report

Gsc

1 tool - e.g. (page, query) pairs at positions 5-15 with low CTR - fastest title-rewrite wins.

gsc_quick_wins

Latest releases

v1 · 2026-05-28

SEO Performance Report - GitHub Action v1 · Composite action that runs any tool from the @automatelab/seo-performance-mcp MCP and writes the result (markdown or JSON) to a file you can pipe into a GitHub Issue…

v0.4.0 · 2026-05-28

What's new · seo-perf-cli - new bin in the npm package. Run any MCP tool as a one-shot CLI without speaking JSON-RPC: npx -p @automatelab/seo-performance-mcp seo-perf-cli cohort.report --input '{"window":90}' --format…

v0.1.0 · 2026-05-27

First public release of @automatelab/seo-performance-mcp. · Post-publish SEO performance MCP. Unifies Google Search Console, Matomo, GA4, Clarity, and AI-citation signals per URL and emits a verdict (refresh / expand /…

04 · Who maintains SEO Performance MCP

SEO Performance MCP is maintained by automatelab-tech. We track 4 MCP servers from automatelab-tech - 4 actively maintained, 18 combined GitHub stars, oldest repo from May 2026. Full record: all servers from automatelab-tech.

05 · Facts

repository: github.com/automatelab-tech/seo-performance-mcp
website: https://automatelab.tech/products/mcp/seo-performance-mcp/
category: maps & location - ranked #42 of 66 actively-maintained maps & location servers as of 2026-09-18.
registry: io.github.AutomateLab-tech/seo-performance-mcp (active, first published 2026-05-28 · 4 versions)
packages: npm:@automatelab/seo-performance-mcp

06 · SEO Performance MCP FAQ

Is SEO Performance MCP still maintained?

Yes - as of 2026-09-18, its last commit was 2026-06-08. We re-verify nightly.

What can SEO Performance MCP do?

An agent gets 8 documented tools across create & write, cohort, gsc, including posts_list, posts_snapshot, posts_decay_curve, posts_verdict.

How do I install SEO Performance MCP?

Run `npx -y @automatelab/seo-performance-mcp`. You can also paste the ready-made client config above.

Does SEO Performance MCP run locally?

Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to SEO Performance MCP

Alternatives to SEO Performance MCP

Maintained maps & location servers if SEO Performance MCP isn't the fit.

More maps & location MCP servers · aloha.fyi Hawaii · 2b2t Atlas · Peak Window

More TypeScript MCP servers · Simplenote MCP · Memorix · Push Engage · Notion MCP Server · Azeth Protocol MCP Server · see all