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DINO-X Official MCP Server β powered by the DINO-X and Grounding DINO models β brings fine-grained object detection and image understanding to your multimodal applications.
With DINO-X MCP, you can:
-
Fine-Grained Understanding: Full image detection, object detection, and region-level descriptions.
-
Structured Outputs: Get object categories, counts, locations, and attributes for VQA and multi-step reasoning tasks.
-
Composable: Works seamlessly with other MCP servers to build end-to-end visual agents or automation pipelines.
DINO-X MCP supports two transport modes:
Feature | STDIO (default) | Streamable HTTP |
---|---|---|
Runtime | Local | Local or Cloud |
Transport | Standard I/O | HTTP (streaming responses) |
Input source | file:// and https:// |
https:// only |
Visualization | Supported (saves annotated images locally) | Not supported (for now) |
Any MCP-compatible client works, e.g.:
Apply on the DINO-X platform: Request API Key (new users get free quota).
Add to your MCP client config and replace with your API key:
{
"mcpServers": {
"dinox-mcp": {
"url": "https://mcp.deepdataspace.com/mcp?key=your-api-key"
}
}
}
Install Node.js first
-
Download the installer from nodejs.org
-
Or use command:
# macOS / Linux
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.1/install.sh | bash
# or
wget -qO- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.1/install.sh | bash
# load nvm into current shell (choose the one you use)
source ~/.bashrc || true
source ~/.zshrc || true
# install and use LTS Node.js
nvm install --lts
nvm use --lts
# Windows (one of the following)
winget install OpenJS.NodeJS.LTS
# or with Chocolatey (in admin PowerShell)
iwr -useb https://raw.githubusercontent.com/chocolatey/chocolatey/master/chocolateyInstall/InstallChocolatey.ps1 | iex
choco install nodejs-lts -y
Configure your MCP client:
{
"mcpServers": {
"dinox-mcp": {
"command": "npx",
"args": ["-y", "@deepdataspace/dinox-mcp"],
"env": {
"DINOX_API_KEY": "your-api-key-here",
"IMAGE_STORAGE_DIRECTORY": "/path/to/your/image/directory"
}
}
}
}
Note: Replace your-api-key-here
with your real key.
Make sure Node.js is installed (see Option B), then:
# clone
git clone https://github.com/IDEA-Research/DINO-X-MCP.git
cd DINO-X-MCP
# install deps
npm install
# build
npm run build
Configure your MCP client:
{
"mcpServers": {
"dinox-mcp": {
"command": "node",
"args": ["/path/to/DINO-X-MCP/build/index.js"],
"env": {
"DINOX_API_KEY": "your-api-key-here",
"IMAGE_STORAGE_DIRECTORY": "/path/to/your/image/directory"
}
}
}
}
-
Common flags
--http
: start in Streamable HTTP mode (otherwise STDIO by default)--stdio
: force STDIO mode--dinox-api-key=...
: set API key--enable-client-key
: allow API key via URL?key=
(Streamable HTTP only)--port=8080
: HTTP port (default 3020)
-
Environment variables
DINOX_API_KEY
(required/conditionally required): DINO-X platform API keyIMAGE_STORAGE_DIRECTORY
(optional, STDIO): directory to save annotated imagesAUTH_TOKEN
(optional, HTTP): if set, client must sendAuthorization: Bearer <token>
Examples:
# STDIO (local)
node build/index.js --dinox-api-key=your-api-key
# Streamable HTTP (server provides a shared API key)
node build/index.js --http --dinox-api-key=your-api-key
# Streamable HTTP (custom port)
node build/index.js --http --dinox-api-key=your-api-key --port=8080
# Streamable HTTP (require client-provided API key via URL)
node build/index.js --http --enable-client-key
Client config when using ?key=
:
{
"mcpServers": {
"dinox-mcp": {
"url": "http://localhost:3020/mcp?key=your-api-key"
}
}
}
Using AUTH_TOKEN
with a gateway that injects Authorization: Bearer <token>
:
AUTH_TOKEN=my-token node build/index.js --http --enable-client-key
Client example with supergateway
:
{
"mcpServers": {
"dinox-mcp": {
"command": "npx",
"args": [
"-y",
"supergateway",
"--streamableHttp",
"http://localhost:3020/mcp?key=your-api-key",
"--oauth2Bearer",
"my-token"
]
}
}
}
Capability | Tool ID | Transport | Input | Output |
---|---|---|---|---|
Full-scene object detection | detect-all-objects |
STDIO / HTTP | Image URL | Category + bbox + (optional) captions |
Text-prompted object detection | detect-objects-by-text |
STDIO / HTTP | Image URL + English nouns (dot-separated for multiple, e.g., person.car ) |
Target object bbox + (optional) captions |
Human pose estimation | detect-human-pose-keypoints |
STDIO / HTTP | Image URL | 17 keypoints + bbox + (optional) captions |
Visualization | visualize-detection-result |
STDIO only | Image URL + detection results array | Local path to annotated image |
- Supported image sources?
- STDIO:
file://
andhttps://
- Streamable HTTP:
https://
only
- STDIO:
- Supported image formats?
- jpg, jpeg, webp, png
Use watch mode to auto-rebuild during development:
npm run watch
Use MCP Inspector for debugging:
npm run inspector
Apache License 2.0