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 connecting maps & location tools to Claude, Cursor, VS Code, or another MCP client. The project is written in TypeScript.
VERIFIED ACTIVE
LAST COMMIT 2026-06-08 · ★ 2 · #30 OF 56 MAINTAINED MAPS & LOCATION · VERIFIED 2026-08-25
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.
- Citation Intelligence Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query. ★ 8
- ai-seo MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites ★ 3
- content-distribution Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, and Medium. ★ 5
05 · Facts
- category
- maps & location - ranked #30 of 56 actively-maintained maps & location servers as of 2026-08-25.
- release cadence
- 3 releases in the last 90 days (latest 2026-05-28)
- 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 2026-08-25, its last commit was 2026-06-08 and it shipped 3 releases in the last 90 days. 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.
- Not Fair Google Ads Hosted Google Ads MCP with OAuth, 117 tools, MCC routing, image assets, and approval-gated writes. ★ 3,399 · 2026-08-22
- Google Maps MCP Server 18 Google Maps tools for AI agents - geocode, search, directions, weather, and more. ★ 434 · 2026-08-16
- Mapbox MCP Server Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc. ★ 352 · 2026-08-21
- Brasil API MCP server for BrasilAPI - CEP, CNPJ, banks, FIPE, holidays, weather ★ 269 · 2026-08-12
- Monkeymcp MCP server providing monkey data, journeys, and location services for various monkey species. ★ 123 · 2025-10-10
- Platform AI Google Maps Platform Code Assist MCP ★ 105 · 2026-08-18
More maps & location MCP servers · aloha.fyi Hawaii · Peak Window · France Data MCP
More TypeScript MCP servers · Simplenote MCP · Memorix · Push Engage · Notion MCP Server · Azeth Protocol MCP Server · see all