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Picdefenseio MCP Server

by rchanllcversion 1.1.2i★ –iComputer or cloud
Registry nameio.github.rchanllc/picdefenseio-mcp-server

Install

Overview

Description from the maker (original English)

Image risk, EXIF/IPTC/XMP, reverse-image backlinks, content, watermark, OCR via PicDefense.io.

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: Computer or cloud
  • Transport: stdio, Streamable HTTP
  • Category: Design, images & audio
  • You need to fill in: PICDEFENSE_API_TOKEN, X-API-Token

Install

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

Before you install

  • Basic checks: 2 of 3 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • You fill in yourself: PICDEFENSE_API_TOKEN, X-API-Token

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

You need

  • Runs in the cloudNothing to install; it connects over the internet
  • npmNode.js installed (for the npx command)

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.

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "picdefenseio": {
      "command": "npx",
      "args": [
        "-y",
        "@picdefenseio/mcp-server"
      ],
      "env": {
        "PICDEFENSE_API_TOKEN": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport http picdefenseio https://mcp.picdefense.io/mcp --header 'X-API-Token: your-value'

Or run it on your computer

claude mcp add picdefenseio --env PICDEFENSE_API_TOKEN=your-value -- npx -y @picdefenseio/mcp-server

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": {
    "picdefenseio": {
      "url": "https://mcp.picdefense.io/mcp",
      "headers": {
        "X-API-Token": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "picdefenseio": {
      "command": "npx",
      "args": [
        "-y",
        "@picdefenseio/mcp-server"
      ],
      "env": {
        "PICDEFENSE_API_TOKEN": "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": {
    "picdefenseio": {
      "type": "http",
      "url": "https://mcp.picdefense.io/mcp",
      "headers": {
        "X-API-Token": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "picdefenseio": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@picdefenseio/mcp-server"
      ],
      "env": {
        "PICDEFENSE_API_TOKEN": "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

  • PICDEFENSE_API_TOKEN secret required env
    Your PicDefense.io token in the form USERID:APIKEY. Get it at https://app.picdefense.io/?returnUrl=https://app.picdefense.io/dashboard/settings
  • X-API-Token secret required HTTP header
    Your PicDefense.io token in the form USERID:APIKEY.

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

What it can do

The server asks you to sign in before it lists its tools.

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 9, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account rchanllc, which owns the repo

  • … 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

  • ✓ Pass

    Endpoint responds

    Responded in 146 ms (HTTP 401)

  • ! Caution

    Sign-in with OAuth

    Needs a key or token that you copy and paste yourself

  • … 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 2804 servers in this category
  • Published to the registry more recently than 84% of the other 2804 servers in this category
  • Basic checks equal to or better than 44% of the other 2804 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 Picdefenseio MCP Server safe?

It passed 2 of 3 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: PICDEFENSE_API_TOKEN, X-API-Token

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.1.2) reached the registry 6 days 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:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Figma Context MCP

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

by GLipsWidely used↓ 161.2K/wk★ 16.2KUpdated 5 months ago

Runs on your computer

Claude Real Video

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

by HUANGCHIHHUNGLeoWidely used↓ 1.1K/wk★ 2.3KUpdated 2 months ago

Runs on your computer

Figma MCP Server

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.

by figmaWidely used★ 2.2KUpdated 13 months ago

Runs in the cloud✓ mcp.figma.com

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.

PicDefense.io MCP Server

A Model Context Protocol server for the PicDefense.io API — let AI agents run reverse-image risk analysis, EXIF/IPTC/XMP metadata extraction, image backlink discovery, and image content detection (face / landmark / logo / label / SafeSearch) on any image URL.

Features

  • 🔐 Per-user authentication — each connection carries its own PicDefense API token; the server holds no keys
  • 🚀 Dual transport — modern Streamable HTTP (/mcp) and legacy SSE (/sse)
  • 🧰 11 tools covering the full PicDefense API v2
  • 🐳 Docker-ready — production container behind nginx
  • 📖 Built-in docs — Swagger UI at /docs

Tools

ToolDescription
picdefense_get_creditsRemaining account credit balance
picdefense_check_image_riskReverse-image risk analysis + picrisk score (core tool)
picdefense_extract_exifExtract EXIF metadata (camera, timestamps, GPS) plus IPTC/XMP copyright, creator, credit and licensor fields
picdefense_detect_faceDetect a human face in an image
picdefense_detect_landmarkDetect a recognizable landmark
picdefense_detect_logoDetect a brand logo
picdefense_safesearchContent-safety (adult/violence/racy/…) assessment
picdefense_find_backlinksFind pages where an image appears
picdefense_detect_labelsDetect descriptive labels for image contents
picdefense_extract_textExtract text from an image via OCR
picdefense_detect_watermarkDetect a visible stock/photographer watermark (source + confidence)

All image tools take a single url (a public http/https image URL). Most tools consume account credits per call — use picdefense_get_credits to check your balance.

Authentication

Every request authenticates with your PicDefense API token, which is your user id and API key joined by a colon:

USERID:APIKEY

Find both in your PicDefense.io account settings: https://app.picdefense.io/?returnUrl=https://app.picdefense.io/dashboard/settings

The token is sent as the X-API-TOKEN header to the API (https://app.picdefense.io/api/v2).

Quick start

Hosted server (recommended)

The hosted server runs at https://mcp.picdefense.io. Add it to Claude Code:

# Streamable HTTP (recommended)

claude mcp add -t http picdefense "https://mcp.picdefense.io/mcp" \ --header "X-API-Token: USERID:APIKEY"

or SSE

claude mcp add -t sse picdefense "https://mcp.picdefense.io/sse?token=USERID:APIKEY"

Quick HTTP smoke test:

curl -X POST https://mcp.picdefense.io/mcp \

-H "Content-Type: application/json" \ -H "X-API-Token: USERID:APIKEY" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Claude Desktop (hosted)

Claude Desktop launches MCP servers as local commands, so reach the hosted server through the mcp-remote bridge (requires Node.js installed). See claude_desktop_config.example.json:

{

"mcpServers": { "picdefense": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.picdefense.io/sse?token=YOUR_USERID:YOUR_APIKEY" ] } } }

Edit your claude_desktop_config.json (Settings → Developer → Edit Config), add the mcpServers block above with your USERID:APIKEY, then fully quit and reopen Claude Desktop.

Testing against a plain-HTTP server (e.g. http:// :6910) instead of HTTPS?

mcp-remote blocks non-HTTPS origins unless the host is localhost — append

"--allow-http" to the args array, or reach it over an SSH tunnel to localhost.

Local (stdio) via npx — no clone needed

Run the published package directly. Requires Node.js installed.

{

"mcpServers": { "picdefense": { "command": "npx", "args": [ "-y", "@picdefenseio/mcp-server", "--api-token", "USERID:APIKEY" ] } } }

You can also pass the token via the PICDEFENSE_API_TOKEN env var instead of --api-token.

Local (stdio) from source

Clone and build, then point Claude Desktop at the built entry point:

git clone https://github.com/rchanllc/picdefenseio-mcp-server.git

cd picdefenseio-mcp-server npm install npm run build

Then use "command": "node" with "args": ["/absolute/path/to/dist/index.js", "--api-token", "USERID:APIKEY"].

Configuration

VariableDefaultDescription
PICDEFENSE_API_TOKEN—USERID:APIKEY (stdio only; hosted server reads it per-connection)
PICDEFENSE_API_BASE_URLhttps://app.picdefense.io/api/v2API base URL
PORT6910Hosted server listen port

Running the hosted server

Development
npm run dev:sse        # tsx watch, auto-reload
Production (Docker)
# via docker compose

docker compose up --build -d

or the helper script (handles build + health check)

./deploy.sh

The container is named picdefenseio_mcp and listens on port 6910.

HTTP endpoints
MethodPathPurpose
GET/healthHealth check (used by Docker + CI)
GET/api/infoServer + transport info
GET/toolsList available tools
GET/docsSwagger UI for the underlying API
GET/sse?token=USERID:APIKEYOpen an SSE MCP session
POST/messages?sessionId= SSE session message channel
POST/mcpStreamable HTTP MCP (header X-API-Token)

Self-hosting

There is no CI/CD in this repo — host it yourself. On your server:

git clone https://github.com/rchanllc/picdefenseio-mcp-server.git

cd picdefenseio-mcp-server docker compose up --build -d # or: ./deploy.sh

The container is named picdefenseio_mcp and listens on 6910. To update, git pull and re-run docker compose up --build -d.

Front it with nginx at https://mcp.picdefense.io → 127.0.0.1:6910 (proxy_buffering off and a long read timeout are recommended for the /sse path).

Architecture

┌──────────────┐    ┌────────────────────────┐    ┌─────────────────────────┐

│ MCP Client │───▶│ PicDefense MCP Server │───▶│ PicDefense.io API v2 │ │ (Claude etc.)│ │ (port 6910) │ │ app.picdefense.io/api/v2│ └──────────────┘ └────────────────────────┘ └─────────────────────────┘ token (USERID:APIKEY) forwarded as X-API-TOKEN ───────────▶

Each connection builds its own API client + MCP server bound to the caller's token, so the service is multi-tenant and stateless with respect to credentials.

License

MIT — see LICENSE.

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