Hex Mcp
What is Hex Mcp
hex-mcp is an MCP server designed to interact with the ModelManager API of HexagonML, providing a Model context protocol interface for various tools.
Use cases
Use cases for hex-mcp include deploying machine learning models, managing model versions, and integrating with other HexagonML services for enhanced model management.
How to use
To use hex-mcp, configure it in your local environment or via Docker. For local configuration, specify the command and arguments in a JSON format. For Docker, run the specified command with necessary environment variables.
Key features
Key features of hex-mcp include seamless integration with HexagonML tools, support for local and Docker configurations, and the ability to manage model contexts efficiently.
Where to use
hex-mcp is used in machine learning and data science environments where model management and deployment are critical, particularly in applications involving HexagonML tools.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Hex Mcp
hex-mcp is an MCP server designed to interact with the ModelManager API of HexagonML, providing a Model context protocol interface for various tools.
Use cases
Use cases for hex-mcp include deploying machine learning models, managing model versions, and integrating with other HexagonML services for enhanced model management.
How to use
To use hex-mcp, configure it in your local environment or via Docker. For local configuration, specify the command and arguments in a JSON format. For Docker, run the specified command with necessary environment variables.
Key features
Key features of hex-mcp include seamless integration with HexagonML tools, support for local and Docker configurations, and the ability to manage model contexts efficiently.
Where to use
hex-mcp is used in machine learning and data science environments where model management and deployment are critical, particularly in applications involving HexagonML tools.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
HexagonML ModelManager MCP Server
This is a HexagonML MCP server that provides a Model context protocol interface for HexagonML ModelManager tools.
Configuration For mcp integration on host (g: windsurf, vscode, claude desktop)
Local Configuration
{
"mcpServers": {
"hex-mm-mcp": {
"command": "hex-mm-mcp/.venv/bin/mcp",
"args": [
"run",
"hex-mm-mcp/server/mm_mcp_server.py"
]
}
}
}Docker Configuration
For Dev (Using Local URL)
- Run the ModelManager server in
--host 0.0.0.0 --port 8000- cmd
python manage.py runserver 0.0.0.0:8000
- cmd
- Get the hostname of your system using
hostname -Icommand- eg:
192.168.10.75 172.17.0.1 2400:1a00:4b26:2af0:8f53:ede1:ec3a:c59b 2400:1a00:4b26:2af0:9139:c926:2fb5:6008 - use first ip address from the list eg:
192.168.10.75
- eg:
- Replace
your-api-base-urlwithhttp://<hostIP>:8000
{
"mcpServers": {
"hex-mm-mcp-docker": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"--network=host",
"-e",
"SECRET_KEY",
"-e",
"MM_API_BASE_URL",
"-v",
"OUTPUT_DIR",
"<image-name>:<tag>"
],
"env": {
"SECRET_KEY": "your-secret-key",
"MM_API_BASE_URL": "your-api-base-url",
"OUTPUT_DIR": "your-output-dir"
}
}
}
}Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
