"Web3.js" matching MCP servers:

Enables LLMs to interact with embedded devices by reading and writing Segger RTT data through a J-Link debugger.

Enables AI assistants to interact with STM32 development boards via J-Link debugger using RTT communication, supporting connection, logging, memory operations, and firmware flashing through natural language.

MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling control of XAE Shell, TwinCAT tree manipulation, PLC operations, and build actions via natural language.

Enables AI agents to program, debug, and diagnose STM32H7S3 microcontrollers through SEGGER J-Link, with stateful debug sessions, memory/flash operations, GDB integration, RTT logging, and safety controls.

A template for building MCP backends for lab equipment with an embedded Echo example for immediate testing and development.

Enables MCP clients and AI agents to drive PlatformIO embedded workflows including board discovery, project setup, build, flash, monitor, diagnostics, and task orchestration, with policy-gated approvals and dashboard visibility.

Enables natural language command control of robots via ROS2, with a web portal for real-time visualization and interaction.