"Expert database architecture design services for financial industry" matching MCP servers:

• 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

• trace32-mcp

  coldclosewin-design

  A

  license

  -

  quality

  C

  maintenance

  AI-driven interface for Lauterbach TRACE32 PowerView debugging, inspection, and scripting via remote API.

  Last updated 2026-06-26

  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

• CNCjs MCP Server

  brs077

  A

  license

  A

  quality

  D

  maintenance

  Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.

  Last updated 2026-03-22

  30

  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

• SheetsData MCP

  octoco-ltd

  A

  license

  A

  quality

  B

  maintenance

  Provides AI agents with instant, structured access to electronic component datasheets, pinouts, and electrical specifications without requiring PDF uploads. It enables seamless part searching, design validation, and side-by-side component comparisons across major hardware providers.

  Last updated 2026-04-26

  12

  84

  8

  MIT
• 

  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

  B

  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 2026-07-18

  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 2026-07-24

  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

• cg-agent-kit

  Neosyn-Logic

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to design hardware by writing C-like HDL and compiling it to Verilog, with real toolchain verification including synthesis checks.

  Last updated 2026-07-14

  10

  1

  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

• 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

• 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

• ROS MCP

  Yutarop

  A

  license

  A

  quality

  D

  maintenance

  Enables controlling robots in ROS environments through natural language, supporting topics, services, actions, and GUI tools.

  Last updated 2025-08-19

  24

  35

  MIT