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K8s MCP

by rahul007-bit
README.md2.14 kB
# K8s MCP A Kubernetes assistant powered by Model Context Protocol (MCP) and Google Gemini. ## Requirements - Python 3.10+ - Kubernetes cluster with kubeconfig configured - Node.js 18+ (for frontend) - Bun (optional, for faster frontend builds) ## Quick Start Use the Makefile to run different components: ### 1. MCP Server Starts the MCP server that communicates with your Kubernetes cluster. ```bash make mcp-server ``` Requires: Active Kubernetes cluster and configured kubeconfig. ### 2. CLI Mode Interactive command-line interface to query your Kubernetes cluster. ```bash make cli ``` ### 3. Web Application (Backend + Frontend) Start the backend API server: ```bash make backend ``` Start the frontend in another terminal: ```bash make frontend ``` Then open http://localhost:5173 in your browser. ### 4. All at Once Start all services in background (development mode): ```bash make dev ``` ## Project Structure ``` k8s_mcp_server.py - MCP server implementation mcp_client.py - CLI client app/ backend/ - FastAPI server frontend/ - React UI ``` ## Configuration Ensure your kubeconfig is at `~/.kube/config` or set the `KUBECONFIG` environment variable. The MCP server exposes 32 Kubernetes tools for managing resources, deployments, services, and more. ## Features - Real-time Kubernetes operations via MCP tools - Chat interface with tool call results - Inline tool call display in messages - WebSocket streaming for live responses - Automatic WebSocket reconnection ### Make Commands Available make targets (run `make <target>`): - `make help` — Show all available commands - `make mcp-server` — Start the K8s MCP server - `make cli` — Launch the interactive CLI client - `make backend` — Start the FastAPI backend - `make frontend` — Start the React frontend - `make dev` — Start backend and frontend in the background (development mode) - `make logs` — Tail service logs - `make stop` — Stop all background services - `make install-deps` — Install project dependencies - `make clean` — Remove build artifacts and cache files

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