"Programs for Performing Statistical Analysis: R, STATA, SPSS" matching MCP servers:

• B&R Automation Studio MCP

  AndrewMusser

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to interact with B\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through natural language commands.

  Last updated 2026-01-19

  12

  MIT

• MCP Server for Segger RTT via

  ForeverJin

  A

  license

  A

  quality

  C

  maintenance

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

  Last updated 2026-07-15

  9

  1

  MIT

• Board Terminal Skill

  kkst1

  F

  license

  B

  quality

  C

  maintenance

  MCP server for running shell commands on a Linux development board via UART serial.

  Last updated 2026-07-15

  1
• 

  byteask-embedded-docsofficial

  ByteAsk

  A

  license

  A

  quality

  B

  maintenance

  An MCP server for source-grounded, page-cited evidence retrieval tailored for embedded and firmware development, returning verbatim snippets with exact citations or 'no match' to prevent fabrications.

  Last updated 2026-06-20

  2

  3

  23

  MIT

• PPK2 MCP Server

  zhixuan2333

  F

  license

  A

  quality

  C

  maintenance

  Enables MCP clients to control a Nordic PPK2 for power profiling: configure source/measurement modes, set voltage, power DUT, measure current/power/energy, and capture logic channels.

  Last updated 2026-07-16

  6

• embedcalc-mcp

  ethan-hub26

  A

  license

  A

  quality

  C

  maintenance

  MCP server providing embedded engineering calculators and code generators as tools for AI agents, enabling precise, deterministic embedded math and C code generation.

  Last updated 2026-07-12

  29

  422

  MIT

• silotek-serial-mcp

  JOCOIN94

  F

  license

  A

  quality

  B

  maintenance

  A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

  Last updated 2026-07-10

  6
• 

  ak-mcpofficial

  the-ak-foundation

  A

  license

  A

  quality

  B

  maintenance

  Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.

  Last updated 2026-07-09

  5

  Apache 2.0

• Serial MCP Server

  ifindv

  A

  license

  A

  quality

  C

  maintenance

  Enables LLMs to communicate with hardware devices via serial ports. Provides tools for listing ports, opening/closing connections, reading/writing data, and controlling serial signals.

  Last updated 2026-04-27

  8

  MIT

• electronic-mcp-server

  wedsamuel1230

  A

  license

  A

  quality

  D

  maintenance

  Provides electronics engineering tools for resistor color decoding, capacitor calculations, and GPIO pin reference for ESP32, Arduino, and STM32 boards.

  Last updated 2026-01-05

  14

  MIT

• Electronics Docs MCP Server

  flaco-source

  F

  license

  A

  quality

  D

  maintenance

  Provides LLMs with direct access to official vendor PDF documentation for electronics components (TI, ST, ADI) via a local SQLite full-text index and PDF retrieval tools.

  Last updated 2026-04-15

  6

  1

• telinksdk-builder-mcp

  JannLeo

  A

  license

  A

  quality

  B

  maintenance

  Build/flash/debug any Telink embedded SDK via natural language. MCP server with 8 tools for build, serial capture, and firmware flashing via bdt.exe.

  Last updated 2026-07-22

  8

  1

  MIT

• Sigmatek LASAL MCP Server

  Svel26

  F

  license

  A

  quality

  B

  maintenance

  Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabling AI assistants to inspect projects, apply structural changes, compile, download to hardware, and control PLC runtime.

  Last updated 2026-07-17

  21

• te1000-mcp

  Edge-JB

  A

  license

  A

  quality

  A

  maintenance

  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.

  Last updated 2026-06-25

  25

  5

  MIT

• pyocd-debug-mcp

  konbakuyomu

  A

  license

  A

  quality

  D

  maintenance

  Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.

  Last updated 2026-04-08

  58

  1

  MIT

• AT Bridge

  zeng-andrew

  F

  license

  A

  quality

  B

  maintenance

  MCP server that enables AI assistants to debug IoT modules by sending AT commands over serial ports, with a built-in knowledge base for chip platform commands.

  Last updated 2026-06-15

  12

• KiCad Context MCP

  yigitabi5444

  A

  license

  A

  quality

  A

  maintenance

  A read-only MCP server for AI agents to understand KiCad projects through progressive disclosure, providing compact summaries and drill-down tools for components, nets, traces, and ERC/DRC checks without blowing context budgets.

  Last updated 2026-06-29

  7

  1

  MIT

• fpgaZeroMCP

  bard0-design

  A

  license

  A

  quality

  D

  maintenance

  Provides AI assistants with a complete FPGA toolchain for HDL linting, simulation, synthesis, and place-and-route across various hardware targets. It features a GitHub-backed IP core registry that enables users to search for and import MIT-licensed cores directly through their chat interface.

  Last updated 2026-04-06

  15

  1

  MIT

• GDB MCP Server

  zjm1060

  F

  license

  A

  quality

  D

  maintenance

  Enables AI agents to debug embedded systems by providing a comprehensive interface for GDB operations across multiple architectures like ARM and x86. It supports remote debugging via gdbserver or QEMU, allowing for detailed inspection of memory, registers, stack frames, and variables.

  Last updated 2026-03-31

  31

• serial-mcp

  davidalo

  F

  license

  A

  quality

  D

  maintenance

  MCP server for serial port communication. Provides tools to open, read, write, and manage serial ports through the Model Context Protocol.

  Last updated 2026-01-21

  10