Proxmox LangChain Agent
@johnstetter
About Proxmox LangChain Agent
langchain-based client for proxmox mcp server - co-pilot experiment
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"agent-proxmox": {
"command": "docker",
"args": [
"build",
"-t",
"agent-proxmox",
"."
]
}
}
}Tools
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Overview
What is Proxmox LangChain Agent?
A lightweight FastAPI service that provides a chat endpoint backed by LangChain and Redis-based message history. It uses an Ollama LLM and is designed to interact with a Proxmox MCP (Model Context Protocol) server, enabling conversational access to Proxmox cluster and VM information.
How to use Proxmox LangChain Agent?
Build the Docker image with docker build -t agent-proxmox ., then run the container exposing port 8501 and setting environment variables for Redis (REDIS_HOST, REDIS_PORT, REDIS_PASSWORD) and log directory (LANGCHAIN_LOG_DIR). Optionally integrate it into a Docker Compose stack. Invoke the service by sending a POST request to /chat with a JSON body {"message": "Your question here"}.
Key features of Proxmox LangChain Agent?
- FastAPI
/chatendpoint with LangChain agent - Redis-backed conversation history persistence
- Two custom Proxmox MCP tools: get_vm_list and get_cluster_info
- Uses Ollama LLM for
Basic information
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