Introducing Large Language Models to Edge Computing: Implementing the MCP Protocol on Edge Devices

Introducing Large Language Models to Edge Computing: Implementing the MCP Protocol on Edge Devices

1 Introduction The Model Context Protocol (MCP) is transforming large language models (LLMs) from isolated inference engines into real-world agents capable of interacting with edge devices, local environments, and sensors. This article provides a practical step-by-step guide on how to deploy a high-security, low-latency MCP server on hardware such as Raspberry Pi, microcontrollers, RISC-V, or … Read more

OpenWrt Inter-Process Communication Tool: A Comprehensive Analysis of the UBUS Lightweight IPC Framework

1. Introduction to UBUS ubus (OpenWrt micro bus) is a lightweight inter-process communication (IPC) framework in OpenWrt, based on Unix domain sockets and the JSON-RPC protocol. It consists of the following components: · ubusd: the core daemon that manages message routing. · libubus: a C language library that provides APIs. · ubus command-line tool: used … Read more

MCP Transformation: Streamable HTTP Leads a New Era in Data Transmission

MCP Transformation: Streamable HTTP Leads a New Era in Data Transmission

In streamable HTTP transmission, the server operates as an independent process capable of handling multiple client connections. Streaming utilizes HTTP POST and GET request methods. The server can optionally use Server-Sent Events (SSE) to stream multiple server messages. This allows basic MCP servers as well as feature-rich servers to support streaming, server-to-client notifications, and requests. … Read more