"Exploration of Memory Concepts and Applications" matching MCP servers:

Provides two Model Context Protocol servers that enable controlling IoT devices and managing persistent memory storage with semantic search capabilities.

Exposes real-time soil sensor metrics as MCP Resources and irrigation valve controls as MCP Tools, enabling AI-driven agronomic decisions with built-in safety guardrails.

Enables control of Sprut.hub smart home devices through dynamic API discovery and schema validation.

Enables control of SwitchBot devices by name, reducing the risk of AI misidentifying device IDs.

Enables natural-language control of DG-LAB Coyote V2/V3 hardware from any MCP client, with QR pairing, real-time telemetry, waveform playback, and built-in safety limits.

Enables monitoring and control of SwitchBot devices (temperature sensors, plugs, bots) via Claude Desktop or Home Assistant.

Provides access to Alpha ESS solar inverter and battery system data, enabling monitoring of energy statistics, real-time power data, and configuration of battery charging and discharge schedules through the Alpha ESS Open API.

Implementation of MCP server for GoodWe inverters

MCP server that gives AI agents direct access to IoT devices via the jettyd platform, enabling control and monitoring of ESP32 devices through natural language.

Enables control and management of smart home devices across multiple rooms through specialized MCP servers. Supports lights, thermostats, fans, and ovens with room-specific rules and automatic persistence.

MCP server for OpenClaw that enables AI clients to control smart home devices, manage memory and cron jobs, and orchestrate multiple AI sub-agents.

Enables control and monitoring of Plugwise smart home devices including thermostats, switches, and energy meters with automatic network discovery. Supports temperature control, energy monitoring, and multi-hub management through natural language commands.

Enables control of Philips Hue lights through Claude and other LLM interfaces using the OpenHue CLI.

Enables managing applications, devices, profiles, multicast groups, and downlinks on a Milesight UG-series LoRaWAN gateway through natural language.

MCP server for the Level v2 REST API, enabling management of alerts, automations, devices, groups, tags, updates, and custom fields through typed tools.

Enables control of LIFX smart lights through natural language, including power control, color adjustment, lighting effects, and scene management using the LIFX HTTP API.

Enables AI assistants to audit and clean up Amazon Alexa accounts: list routines, smart-home devices, scenes, and activity history, with optional deletion of orphan devices.

A server that enables control of smart home devices through the Jenius AI agent system, connecting to Home Assistant to manage devices like Xiaomi air purifiers and smart speakers.

Enables LLM applications to query and visualize data from Bosch/Buderus heat pumps via ems-ESP, including temperatures, statistics, and heat curves through natural language.

Enables interaction with an OpenRemote instance through its service API, allowing management of assets, users, and other resources via natural language.