bobbyrgoldsmith

LightScout MCP

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Updated

MCP server for Core Web Vitals analysis powered by Lighthouse. Part of the TestScout MCP Suite.

LightScout MCP

npm versionlicensenode

Part of the TestScout MCP Suite โ€” AI-powered QA tools for modern development teams.

Core Web Vitals analysis powered by Lighthouse. Runs as an MCP server for AI coding tools (Claude Code, Cursor, Windsurf, etc.) or as a standalone CLI for CI pipelines and terminals. Four tools: analyze a URL, compare two URLs, check against thresholds, or crawl an entire site.

Requirements

  • Node.js >= 18
  • Google Chrome or Chromium

MCP Server Setup

Claude Code

claude mcp add lightscout -- npx -y lightscout-mcp

Cursor, VS Code, Windsurf, Cline, Roo Code, Gemini CLI

All use the same mcpServers JSON format. Add this to the appropriate config file:

{
  "mcpServers": {
    "lightscout": {
      "command": "npx",
      "args": ["-y", "lightscout-mcp"]
    }
  }
}
Client Config file
Cursor ~/.cursor/mcp.json
VS Code (Copilot) .vscode/mcp.json
Windsurf ~/.codeium/windsurf/mcp_config.json
Cline Settings > MCP > Edit Config
Roo Code .roo/mcp.json
Gemini CLI ~/.gemini/settings.json

Zed

Zed uses context_servers instead of mcpServers:

{
  "context_servers": {
    "lightscout": {
      "command": "npx",
      "args": ["-y", "lightscout-mcp"]
    }
  }
}

CLI

Install

npm install -g lightscout-mcp

Try without installing

npx -p lightscout-mcp lightscout analyze https://example.com

Commands

lightscout analyze <url> [--device mobile|desktop] [--categories perf,a11y,seo,best-practices]
lightscout compare <urlA> [urlB] [--device mobile|desktop]
lightscout crawl <url> [--max-pages N] [--device mobile|desktop]
lightscout check <url> [--perf 90] [--lcp 2500] [--fcp 3000] [--cls 0.1] [--tbt 300] [--ttfb 1800]

Examples

Analyze a single page:

lightscout analyze https://example.com
lightscout analyze https://example.com --device desktop --categories performance,accessibility

Compare two URLs, or the same URL on mobile vs desktop:

lightscout compare https://a.com https://b.com
lightscout compare https://example.com                    # mobile vs desktop

Crawl a site and audit discovered pages:

lightscout crawl https://example.com --max-pages 5

CI quality gate (exits 1 on failure):

lightscout check https://example.com --perf 90 --lcp 2500

Tools

analyze_performance

Run Lighthouse on a URL. Returns performance scores, Core Web Vitals (LCP, FCP, CLS, TBT, SI, TTFB) with good/needs-improvement/poor ratings, top recommendations sorted by impact, and diagnostics.

Parameter Type Required Description
url string yes URL to analyze
device "mobile" | "desktop" no Device emulation (default: mobile)
categories string[] no Lighthouse categories (default: ["performance"])

compare_performance

Compare Core Web Vitals between two URLs, or the same URL on mobile vs desktop. Shows per-metric deltas with winner indicators.

Parameter Type Required Description
urlA string yes First URL
urlB string no Second URL. If omitted, compares urlA mobile vs desktop
device "mobile" | "desktop" no Device emulation when comparing two URLs (default: mobile)

check_threshold

Pass/fail check against performance thresholds. Useful for CI quality gates.

Parameter Type Required Description
url string yes URL to check
device "mobile" | "desktop" no Device emulation (default: mobile)
thresholds object no Custom thresholds (see defaults below)

Default thresholds use Google's "poor" boundary -- only fails if metrics are genuinely bad:

Metric Default (fail if worse)
performance < 50
LCP > 4000ms
FCP > 3000ms
CLS > 0.25
TBT > 600ms
TTFB > 1800ms

crawl_site

Discover pages on a site (via sitemap.xml or link crawling) and run Lighthouse on each. Returns per-page results plus site-wide summary with avg/min/max scores and common issues.

Parameter Type Required Description
url string yes Site URL or homepage to crawl
device "mobile" | "desktop" no Device emulation (default: mobile)
maxPages number no Maximum pages to analyze (default: 20, max: 20)

Pages are discovered via sitemap.xml first, falling back to link crawling. Up to 3 Lighthouse runs execute in parallel.

CWV Rating Thresholds

Metric Good Needs Improvement Poor
LCP <= 2500ms 2500-4000ms > 4000ms
FCP <= 1800ms 1800-3000ms > 3000ms
CLS <= 0.1 0.1-0.25 > 0.25
TBT <= 200ms 200-600ms > 600ms
SI <= 3400ms 3400-5800ms > 5800ms
TTFB <= 800ms 800-1800ms > 1800ms

Notes

  • TBT (Total Blocking Time) is used instead of INP/FID because Lighthouse runs lab-only tests with no real user interaction.
  • Up to 3 concurrent Lighthouse runs (semaphore-controlled).
  • Chrome is launched headless and killed after each audit.
  • MCP responses are token-optimized with condensed metrics and compact JSON.

TestScout MCP Suite

LightScout is the first tool in the TestScout MCP Suite. More tools are coming:

Tool Description Status
lightscout-mcp Core Web Vitals & Lighthouse analysis Available
testscout-diagnose Error triage & root cause analysis Coming soon
testscout-scrape Structured data extraction for testing Coming soon
testscout-plan AI test plan & code generation Coming soon
testscout-load Load test generation & analysis Coming soon
testscout-maintain Self-healing test maintenance Coming soon

Follow development at testscout.dev.

License

MIT

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