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Imagedimensions Mcp

mcp-bishop81-imagedimensions-mcp · by Bishop81

Audit a web page's images: natural vs rendered sizes, oversized detection, and formats.

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Install

$ agentstack add mcp-bishop81-imagedimensions-mcp

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.1 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.1. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

imagedimensions-mcp

An MCP server that audits the images on any public web page — natural vs. rendered dimensions, oversized-image detection, and format breakdown — so AI agents (Claude, Cursor, Windsurf, etc.) can check image performance during development.

Powered by imagedimensions.com. The scan runs server-side, so no local browser or Chrome install is required.

Install / run

// Claude Desktop / any MCP client config
{
  "mcpServers": {
    "imagedimensions": {
      "command": "npx",
      "args": ["-y", "imagedimensions-mcp"]
    }
  }
}

Tool

scan_image_dimensions

| Param | Type | Description | | --- | --- | --- | | url | string (required) | Public URL of the page to audit. | | oversizedThreshold | number (optional) | Area-overshoot ratio to flag as oversized. Default 4 (≈2× per dimension). |

Returns a text report plus structured content:

  • total / visible image counts and CSS-background count
  • modern-format share (WebP + AVIF)
  • format breakdown
  • the list of oversized images (natural → rendered, overshoot ratio, format, src)
  • a link to the full visual report on imagedimensions.com

Example agent uses: "Audit the images on https://example.com," "Which images on this page are oversized and hurting LCP?", "What % of this site's images use modern formats?"

Why "oversized" matters

An image downloaded much larger than the box it renders into wastes bandwidth and slows Largest Contentful Paint — the most common image-performance mistake on the web. See the writeup.

Config

  • IMAGEDIMENSIONS_API_BASE — override the API base (default https://imagedimensions.com).

License

MIT

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.1 Imported from the upstream source.