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"Developing an application by analyzing specified development and API documentation" matching MCP servers:

  • shelly-api-mcp

    adambenhassen
    F
    license
    Not graded
    quality
    B
    maintenance
    Provides read-only access to Shelly Cloud energy data, including live power, lifetime energy, and historical consumption with cost, enabling AI agents to monitor electricity usage without device control.

  • MCP Server for Homey API

    NdyGen
    A
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables AI agents to interact with Homey home automation systems for managing flows, devices, and zones. Perfect for bulk automation tasks like batch renaming flows, organizing them into folders, and managing devices across zones through natural language.

  • Smart Irrigation MCP Server

    nsastry2
    A
    license
    Not graded
    quality
    C
    maintenance
    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.
    Apache 2.0

  • home_router

    surajnai567
    -
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to monitor and control Nokia G-2425G-A GPON home routers (e.g., Airtel) via natural language, including listing connected devices, and blocking or unblocking internet access for specific devices.

  • ruru-swbot-mcp

    arrow2nd
    A
    license
    A
    quality
    D
    maintenance
    Enables control of SwitchBot devices by name, reducing the risk of AI misidentifying device IDs.
    5
    17
    1
    MIT

  • LG Washer MCP Server

    madhukeshm
    A
    license
    A
    quality
    C
    maintenance
    Enables an AI assistant to monitor and control an LG ThinQ washing machine, including retrieving live status, profiles, and sending start/stop commands via LG's ThinQ Connect API.
    5
    MIT

  • jwx-mcp

    JustworxCloud
    F
    license
    A
    quality
    C
    maintenance
    Exposes Justworx devices to AI agents as MCP tools and resources, backed by the public Developer API. Supports local stdio and hosted remote OAuth operation for controlling device IO, rules, and viewing live state.
    6

  • KOVA MCP

    joeexafionbot-dev
    A
    license
    A
    quality
    C
    maintenance
    Connects Claude and other MCP clients to myGEKKO building controllers via the official Query API, enabling natural-language queries and control of smart-home devices. It is read-only by default, with write actions available only through explicit opt-in and safety policies.
    3
    MIT

  • Home Assistant MCP

    hpohlmann
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) integration that allows AI assistants to control Home Assistant devices by searching for entities and controlling devices through natural language commands.
    3
    24
    MIT

  • OMNI-MQTT-MCP

    Omniscience-Labs
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to publish and subscribe to MQTT topics with configurable transport options (STDIO, Streamable HTTP, SSE), supporting both local development and web deployments with flexible broker authentication.
    2
    MIT

  • AetherEdge

    EvanL1
    A
    license
    B
    quality
    A
    maintenance
    Exposes a deterministic IoT edge runtime — Modbus/CAN/J1939 acquisition, local rules, alarms, and history — to AI assistants as typed, governed MCP tools. Reads are safe by default; device control stays deny-by-default, explicitly confirmed, and audited.
    23
    3
    Apache 2.0

  • mcp2mqtt

    swesmith-repos
    A
    license
    B
    quality
    Not graded
    maintenance
    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.
    3

  • UniFi Network MCP Server

    Ruashots
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to manage UniFi network infrastructure through 50+ tools covering devices, clients, networks, WiFi, firewall rules, and guest access using the official UniFi Network API.
    52
    58
    5
    MIT
  • OpenRemote MCP Server by openremote

    OpenRemote MCP Serverofficial

    openremote
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with an OpenRemote instance through its service API, allowing management of assets, users, and other resources via natural language.
    AGPL 3.0