MCP: ESP-IDF Tools MCP Server
by Espressif Systems
Espressif's local MCP server built into idf.py — lets an AI client set the chip target, build, flash and clean an ESP-IDF project and read back config, build status and connected serial ports.
Golioth's experimental MCP server that lets an LLM drive real embedded devices — device RPCs become MCP tools, with schemas stored in LightDB State and calls routed through the Golioth cloud.
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
tinymcp is Golioth's experimental bridge between Model Context Protocol clients and physical embedded hardware. Instead of a server that reads documentation about devices, this one actually operates them: an LLM can turn on an LED, read a sensor, or trigger a reboot on a microcontroller sitting on another continent.
How it works. The MCP server runs locally and talks to hardware through the Golioth device management cloud rather than over a direct connection, which is what makes remote and sleepy battery-powered devices reachable at all. Two Golioth services do the work:
Running it. The server is written in Go (go build -o tinymcp ./server) and is configured with three environment variables: TINYMCP_PROJECT, TINYMCP_DEVICE and TINYMCP_API_KEY. Device-side firmware targets Zephyr RTOS and is fetched with west. The project is Apache-2.0 licensed.
Worth knowing. The maintainers label this experimental. Giving a language model a callable path to physical actuators deserves a scoped API key and a device you do not mind rebooting.
by Espressif Systems
Espressif's local MCP server built into idf.py — lets an AI client set the chip target, build, flash and clean an ESP-IDF project and read back config, build status and connected serial ports.
by Memfault (Nordic Semiconductor)
Remote MCP server for Memfault (Nordic Semiconductor) exposing 18 read-only tools over device fleet telemetry — device vitals, timeseries, crash issues, traces, metrics and software versions.
by Model Context Protocol
A tool for dynamic, reflective problem-solving through structured, revisable sequences of thoughts.
by Vapi
Vapi's official MCP server for building voice agents — create assistants, place and schedule outbound phone calls, and manage phone numbers from your AI client.