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PopNx MCPMCP servers for people who use AI · explained in plain words

ShortPixel Image Optimizer

by short-pixel-optimizerversion 0.3.0i★ –iRuns in the cloud
Registry namecom.shortpixel.mcp/optimize

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Design, images & audio
  • You need to fill in: Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • You fill in yourself: Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http optimize https://mcp.shortpixel.com/mcp --header 'Authorization: your-value'

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "optimize": {
      "url": "https://mcp.shortpixel.com/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "optimize": {
      "type": "http",
      "url": "https://mcp.shortpixel.com/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • Authorization secret required HTTP header
    Bearer token with your ShortPixel API key (Authorization: Bearer )

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain mcp.shortpixel.com (the registry checks domain ownership)

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Design, images & audioi

  • More stars than 0% of the other 2169 servers in this category
  • Published to the registry more recently than 30% of the other 2169 servers in this category
  • Basic checks equal to or better than 100% of the other 2169 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is ShortPixel Image Optimizer safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.3.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

Runs on your computer★ 16,165MITUpdated 5 months ago
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Claude Real Video

by HUANGCHIHHUNGLeo

Let any LLM watch a video locally — and search everything it has ever watched.

Runs on your computer★ 2,284MITUpdated 2 months ago
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Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.

Runs in the cloud★ 2,152Updated 13 months ago
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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

ShortPixel MCP Server

Public HTTP MCP server that exposes ShortPixel SPIO image optimization to AI agents (Cursor, Claude Desktop, VS Code, etc.).

Architecture

AI client (Cursor, Claude, …)

│ │ MCP over HTTPS (Streamable HTTP) ▼ https://mcp.shortpixel.com/mcp │ │ user's API key in Authorization header ▼ ShortPixel SPIO API (api.shortpixel.com)

Each request carries the user's own ShortPixel API key. The MCP server does not store user keys — it forwards them to the public SPIO API.

Requirements

  • Node.js 20+
  • npm

Install (server)

npm ci

npm run build cp .env.example .env

Edit .env for server settings (port, allowed hosts, upstream API URL). Do not put user API keys in server .env.

Run

npm start

Endpoints:

PathMethodDescription
/healthGETHealth check (no API key)
/pingGETAuth check — returns ok if API key header is present
/mcpPOSTMCP Streamable HTTP endpoint
Quick test (curl)

Server up, no API key:

curl http://mcp.shortpixel.com:3000/health

API key present (simple check):

curl -i -H "Authorization: Bearer YOUR_API_KEY" http://mcp.shortpixel.com:3000/ping

Use http:// (not https://) on port 3000 unless TLS is configured on nginx.

MCP request (important: Streamable HTTP clients must accept both JSON and SSE):

curl -s -N -X POST http://mcp.shortpixel.com:3000/mcp \

-H "Content-Type: application/json" \ -H "Accept: application/json, text/event-stream" \ -H "Authorization: Bearer YOUR_API_KEY" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'

Authentication

Send the user's ShortPixel API key on every MCP request:

Authorization: Bearer <shortpixel_api_key>

Alternative header:

X-ShortPixel-Api-Key: <shortpixel_api_key>

Users without a key can get one at shortpixel.com.

Cursor setup (end user)

{

"mcpServers": { "shortpixel": { "url": "https://mcp.shortpixel.com/mcp", "headers": { "Authorization": "Bearer YOUR_SHORTPIXEL_API_KEY" } } } }

Replace the URL with your deployed host during development (e.g. http://localhost:3000/mcp).

Server environment variables

VariableRequiredDefaultDescription
PORTno3000HTTP listen port
ALLOWED_HOSTSno—Comma-separated Host header allowlist (recommended in production)
SHORTPIXEL_API_URLnohttps://api.shortpixel.com/v2Upstream SPIO API base URL
SHORTPIXEL_PLUGIN_VERSIONnoMCP01Plugin version sent to SPIO
LOG_LEVELnoinfoLog verbosity: debug, info, warn, error
LOG_FORMATnotexttext = human-readable lines; json = structured JSON
LOG_MCP_PROTOCOLnotrueLog inbound/outbound MCP JSON-RPC payloads

For internal ShortPixel development, set SHORTPIXEL_API_URL=https://devapi2.shortpixel.com/v2.

Request logging

Logs go to stdout, which the shortpixel-mcp systemd service redirects to /var/log/shortpixel/mcp.log (npm start shows them directly when running locally).

Default (`LOG_FORMAT=text`) — narrative flow you can follow:

[2026-06-30 15:01:53] [1/5] → CLIENT | HTTP POST /mcp | JSON-RPC request: "initialize" (client connects) | id: 0

{ "jsonrpc": "2.0", "method": "initialize", "id": 0, "params": { ... } } [2026-06-30 15:01:53] [1/5] ← SERVER | HTTP POST /mcp 200 | JSON-RPC response: "initialize" (client connects) [2026-06-30 15:01:53] [2/5] → CLIENT | HTTP POST /mcp | JSON-RPC request: "notifications/initialized" (session ready, no response body expected) | id: null [2026-06-30 15:01:53] [2.5/5] → CLIENT | HTTP POST /mcp | JSON-RPC request: "tools/list" (client asks which tools exist) | id: 1 [2026-06-30 15:01:53] [2.5/5] ← SERVER | HTTP POST /mcp 200 | JSON-RPC response: "tools/list" (client asks which tools exist) | tools discovered: optimize_image_urls [2026-06-30 15:02:18] [3/5] → CLIENT | HTTP POST /mcp | JSON-RPC request: "tools/call" (client runs a tool) | id: 2 | tool: "optimize_image_urls" [2026-06-30 15:02:18] [4/5] MCP → SPIO API: POST reducer.php (args mapped to SPIO payload) | ... [2026-06-30 15:02:35] [5/5] MCP ← SPIO API: Success | reduction: 27.41% | optimized: http://api.shortpixel.com/f/...-lossy.jpg | original: ... [2026-06-30 15:02:35] [3/5] ← SERVER | HTTP POST /mcp 200 | JSON-RPC response: "tools/call" (client runs a tool) | tool: optimize_image_urls { "jsonrpc": "2.0", "id": 2, "result": { ... } } [2026-06-30 15:02:35] ✓ round-trip done (16.3s)

LOG_MCP_PROTOCOL=false keeps only high-level app logs and hides MCP payload dumps.

Structured (`LOG_FORMAT=json`) — one JSON object per line:

EventWhen
http_requestEvery request (method, path, status, duration, MCP method/tool)
spio_requestOutgoing call to SPIO reducer.php
spio_responseSPIO result summary (status, % improvement)
mcp_auth_missingRequest without API key

API keys are masked (****abcd). Full keys are never logged.

Note: The chat prompt never reaches this server. The LLM (inside the MCP client) turns user text into a structured tools/call; the server only sees JSON-RPC arguments and maps them to the SPIO API.

tail -f /var/log/shortpixel/mcp.log

or, running locally

npm start

Set LOG_LEVEL=debug for tools/list and extra HTTP lines.

Deploy

Runs as the shortpixel-mcp systemd service (unit file at /etc/systemd/system/shortpixel-mcp.service), which runs node dist/index.js directly (no pm2) and reads env vars from .env in the project directory (EnvironmentFile=).

cd /web/mcp.shortpixel.com   # liveVPS; a separate host from the rest of the PHP stack

npm ci npm run build

edit .env directly on the server (not deployed - gitignored)

sudo systemctl restart shortpixel-mcp sudo systemctl status shortpixel-mcp

Re-upload package.json and package-lock.json after each dependency change. If build still fails, run npm ci --include=dev (some servers set NODE_ENV=production which skips devDependencies).

Available MCP tools

ToolDescription
optimize_image_urlsOptimize one or more public image URLs via SPIO reducer API

optimize_image_urls arguments:

  • urls (required): Public image URLs to optimize (max 100)
  • lossy: Compression level (0 lossless, 1 lossy, 2 glossy)
  • wait: Max wait seconds (0 to return immediately, 1-30 to wait)
  • upscale: Upscale factor (0, 2, 3, 4)
  • resize: Resize mode (0 none, 1 outer, 3 inner, 4 smart crop)
  • resize_width, resize_height: Resize target dimensions in pixels
  • cmyk2rgb: Convert CMYK to RGB (1 yes, 0 no)
  • keep_exif: Keep EXIF metadata (1 keep, 0 remove)
  • convertto: Conversion value (+webp, +avif, +webp|+avif, webp|avif, jpg, png, gif)
  • bg_remove: Background removal (1, image URL, or #rrggbbxx)
  • refresh: Force source refetch (1) or use cached optimized data (0)
  • paramlist: Per-URL overrides array (must match urls length)
  • returndatalist: Any array echoed back unchanged in response

Project layout

src/index.ts                    HTTP server entry point

src/http/auth.ts API key extraction from requests src/mcp/create-mcp-server.ts Per-request MCP server factory src/clients/spio-api-client.ts ShortPixel SPIO HTTP client src/tools/spio-tools.ts MCP tools src/http/request-log-middleware.ts HTTP request logging src/logging/request-logger.ts Structured JSON logger src/logging/mcp-protocol-log.ts MCP protocol payload capture/normalize

Naming conventions

KindStyleExample
Fileskebab-casespio-api-client.ts
ClassesPascalCaseSpioApiClient
MethodscamelCaseoptimizeUrls

Scripts

CommandDescription
npm run buildCompile TypeScript to dist/
npm startRun HTTP MCP server
npm run devRun with tsx (no build step)
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