io.github.rchanllc/picdefenseio-mcp-server

Official registry Media and design

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

What can you do with io.github.rchanllc/picdefenseio-mcp-server?

  • 🔐 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

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code
claude mcp add --transport http picdefenseio-mcp-server 'https://mcp.picdefense.io/mcp' --header 'X-API-Token: <Your PicDefense.io token in the form USERID:APIKEY.>'
JSON configuration (Claude Desktop, Cursor, VS Code)
{
    "mcpServers": {
        "picdefenseio-mcp-server": {
            "type": "http",
            "url": "https://mcp.picdefense.io/mcp",
            "headers": {
                "X-API-Token": "<Your PicDefense.io token in the form USERID:APIKEY.>"
            }
        }
    }
}
NPM package @picdefenseio/mcp-server
Claude Code
claude mcp add picdefenseio-mcp-server -e 'PICDEFENSE_API_TOKEN=<your picdefense_api_token>' -- npx -y @picdefenseio/mcp-server@1.1.1
JSON configuration (Claude Desktop, Cursor, VS Code)
{
    "mcpServers": {
        "picdefenseio-mcp-server": {
            "command": "npx",
            "args": [
                "-y",
                "@picdefenseio/mcp-server@1.1.1"
            ],
            "env": {
                "PICDEFENSE_API_TOKEN": "<your picdefense_api_token>"
            }
        }
    }
}

Environment variables

  • PICDEFENSE_API_TOKEN required secret Your PicDefense.io token in the form USERID:APIKEY. Get it at https://app.picdefense.io/?returnUrl=https://app.picdefense.io/dashboard/settings

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. PicDefense.io MCP Server
  2. Features
  3. Tools
  4. Authentication
  5. Quick start
  6. Configuration
  7. Running the hosted server
  8. Self-hosting
  9. Architecture
  10. License

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

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://<host>: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=<id>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.

Frequently asked questions

What is io.github.rchanllc/picdefenseio-mcp-server?

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

How do I install io.github.rchanllc/picdefenseio-mcp-server?

It runs as a remote server. In Claude Code: claude mcp add --transport http picdefenseio-mcp-server 'https://mcp.picdefense.io/mcp' --header 'X-API-Token: <Your PicDefense.io token in the form USERID:APIKEY.>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.rchanllc/picdefenseio-mcp-server need an API key?

Yes. It expects PICDEFENSE_API_TOKEN, X-API-Token, which you set in its configuration.

Is io.github.rchanllc/picdefenseio-mcp-server open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.rchanllc/picdefenseio-mcp-server?

It is published by rchanllc. AI.tn lists it but does not maintain or endorse it.

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