"Java command reference and usage" matching MCP servers:

Read-only MCP server for Home Assistant that computes statistical summaries, trends, and session detection from recorded sensor history, returning compact tables instead of raw data so small local models can answer questions about energy usage, climate, and appliance activity without token-heavy arithmetic.

MCP server for Hubitat Elevation hubs that controls devices via the Maker API, with optional gated access to undocumented admin routes, supporting device listing, command sending, virtual device and hub variable automation for Rule Machine, and hub management features.

Enables users to manage their Xfinity ISP accounts through automated browser sessions for tasks like checking data usage and paying bills. It supports monitoring service outages and remotely restarting equipment using natural language commands.

MCP server for controlling StarLine car alarms via AI agents like Claude, providing read-only tools and command tools with human confirmation.

An MCP server that bridges the physical world and AI models by enabling natural language control of IoT hardware via the MQTT protocol. It supports real-time device monitoring, command publishing, and response handling for seamless integration between AI clients and physical devices.

Exposes a Home Assistant instance as an MCP tool set, running as a stateful agent on Cloudflare Workers, enabling clients to read entity states, call services, run scripts and automations, and send commands to phones.

This MCP server enables AI agents to read MQTT and Sparkplug B data via tools like list_topics, get_latest, and read_all, providing read-only access to latest sensor values.

Enables Claude, Claude Desktop, and Cursor to read sensor values, monitor device status, and execute real-world actions through Vento boards and agents.

Enables control of Mijia (Xiaomi) smart home devices through MCP, including querying homes, devices, scenes, and specs, setting properties, running actions and scenes, and issuing speaker commands.

Enables LLMs to list, inspect, snapshot, and control Scrypted home-automation/NVR devices such as switches, locks, and cameras through natural language.

Enables AI assistants to control vehicles by checking battery status, managing climate, and locking/unlocking doors via Skoda Connect integration.

Enables AI assistants to monitor and control Jandy iAqualink pool and spa equipment, including device status, power toggling, temperature settings, and lighting effects.

Integrates with Tesla Fleet API and TeslaMate API to control vehicles, monitor energy (Powerwall/Solar), manage charging, and analyze driving data, with generative UI and skill workflows.

Enables safe, controlled remote operation of the Elegoo Centauri Carbon 3D printer with real-time monitoring, file management, and print control via the SDCP protocol.

MCP server for controlling and monitoring Digital Loggers Power Switch Pro devices, enabling outlet control, power monitoring, and device management through natural language.

An MCP server that enables AI assistants to control devices via Tuya infrared remote control, supporting actions like toggling power and setting modes through natural language.

Enables controlling an Anova Precision Oven through MCP, including reading temperatures, starting and managing cooks, and capturing camera frames.

Enables control of TV and air conditioner through natural language commands via Cursor or Claude Desktop.

A productized MCP server for Xiaomi Mi Home (米家) that provides natural-language-oriented device discovery and control across homes, rooms, devices, and scenes, while hiding low-level protocol details like did/siid/piid. It supports QR login, structured tooling for status, brightness, temperature, scenes, and speaker announcements, plus standard MCP resources.

Enables managing UniFi networks through natural language, allowing users to monitor clients, check network health, and perform device actions like blocking or restarting access points. It securely connects UniFi Controllers to MCP clients with features like Google OAuth authentication.