"Finding LinkedIn users by educational background" matching MCP servers:

Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.

Connects ChatGPT/Claude with the QualityControl REST API, allowing users to query company information, sensor data, weather, harvest, exports, dispatches, and more using natural language.

Gives PC AI agents real-world senses by connecting to an Android phone's camera, sensors, and files over local Wi-Fi without cloud relay or ADB.

Provides read-only access to SaaS_A's management REST API, allowing users to inspect tenants, users, groups, devices, formats, and export observation data as CSV from MCP clients. It uses only GET requests, so no write operations are possible.

Enables controlling Home Assistant from an MCP client, allowing users to read device states, call services, and run configuration commands via REST and WebSocket.

Enables AI agents to build freeform dashboards for e-ink panels by listing widgets and devices, laying out a canvas, rendering a preview, and pushing to the panel.

Enables AI clients to discover, occupy, and operate LAN hardware devices that speak the BMAHS protocol by mapping their actions to MCP tools.

Control your DCC model railroad by voice or chat through any MCP client, with dynamic discovery of layout elements from JMRI.

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

Enables natural language interaction with industrial IoT devices using Sparkplug B, allowing users to query real-time data, analyze historical metrics, and monitor device status.

Enables Claude Desktop to control serial-port devices like network craft ports, radios, rotators, and microcontrollers by sending commands and reading responses until a prompt or available output.

Enables LLM clients to discover, occupy, and control BMAHS protocol hardware devices on the local network by dynamically exposing device operations as MCP tools.

Central user-state database MCP server with durable profile facts and live virtual sensors (stress, room intensity) with configurable smoothing, readable by any agent or smart-home service.

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.

An MCP server that enables AI assistants to control TVs on a local network through natural language commands. It currently supports Roku devices, allowing users to launch apps, manage playback, and navigate menus.

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.

Enables read-only access to vehicle data via the unofficial Rivian GraphQL API, allowing users to monitor battery levels, OTA updates, and charging status. It provides tools to check vehicle state and user account information directly through Claude.

Enables MCP clients to manage a self-hosted RPort fleet by listing and inspecting connected devices, opening and closing SSH tunnels, and executing commands through RPort agents.

An MCP server that enables users to manage their Amazon Alexa shopping lists directly from MCP clients like Claude. It provides tools for listing, adding, updating, and deleting shopping list items through secure Amazon account authentication.

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.