What tools does the optimize MCP server provide?

optimize exposes 1 tools: optimize_image_urls. This list was returned by the running server when we connected to it.

Does optimize require an API key?

No. optimize answered a tools/list request without credentials.

How do I install optimize?

Run: claude mcp add --transport http optimize https://mcp.shortpixel.com/mcp. One-click install links for Cursor and VS Code are also available on the server's page.

Connection check verified live · 28h ago

optimize

Optimize public image URLs via the ShortPixel SPIO API for AI agents

Install

Remote (HTTP)

claude mcp add --transport http optimize https://mcp.shortpixel.com/mcp

Tools 1

GitHub stars —

Installs / wk —

Licence —

Transport streamable-http

Last checked 28h ago

Tools & capabilities

1 tool

Read from the running server on 28h ago.

optimize_image_urls urls*waitlossyresizerefreshupscale +8

Optimize one or more public image URLs via the ShortPixel SPIO reducer API

Context cost

Light

Connecting this server adds 1 tool definitions to every request — roughly 90 tokens before you ask anything.

Adds little to your context. Safe to keep connected.

Estimated at ~90 tokens per tool. Actual size varies with schema complexity — treat this as an order of magnitude, not a measurement.

both mention “optimize” · 91 tools

image-3 verified live · 26h ago

both mention “optimize” · 6 tools

cleanor verified live · 20h ago

both mention “optimize” · 22 tools

travel-2 verified live · 28h ago

both mention “optimize” · 5 tools

voltcast verified live · 28h ago

both mention “optimize” · 7 tools

ai-trading-agent local install

both mention “optimize”

Ranked by shared tools where both expose an inventory, otherwise by shared wording.

Source & links

Repository: short-pixel-optimizer/com.shortpixel.mcp
Registry: com.shortpixel.mcp/optimize
Endpoint: https://mcp.shortpixel.com/mcp
Sources: registry