Anthropic has introduced the Model Context Protocol (MCP), aimed at standardizing the communication between large language models (LLMs) and the “external world” to enhance their capabilities through tool/function support. The idea is that if we can simplify this integration, we can focus on powerful tools rather than custom integration code. MCP is thriving, with new … Read more
Word count: 3443, reading time approximately 18 minutes The Model Context Protocol (MCP) utilizes streamable HTTP to transmit data in real-time over the web, enabling AI agents to interact with web services. It employs a single endpoint and Server-Sent Events (SSE), simplifying implementation while maintaining compatibility with existing web infrastructure, thereby enhancing reliability and efficiency. … Read more
The MCP protocol, short for “Model Context Protocol,” has shown remarkable momentum since the release of its first version in November 2024. Although it has been around for a short time, it has already demonstrated a “peak from the start” trend. The problems it aims to solve are not complex, but its core concepts and … Read more
Recently, Crab has been learning about AI Agents, reading some books and purchasing online courses. However, most of them are conceptual or no-code AI Agents, while Crab needs a coded AI Agent, not one that simply configures settings using low-code platforms. What is an AI Agent? The image above illustrates the relationship of AI Agents … Read more
With the rapid development of artificial intelligence (<span>AI</span>), efficient communication between AI assistants and applications has become particularly important. The Model Context Protocol (<span>MCP</span>, abbreviated as <span>MCP</span>) has emerged to provide a standardized interface for large language models (<span>LLMs</span>) to interact with external data sources and tools. Among the many features of <span>MCP</span>, the <span>Streamable … Read more
Introduction In the digital age, the efficiency and stability of data transmission are key drivers of technological advancement. The MCP (Model Context Protocol), as an important part of the AI ecosystem, introduces a Streamable HTTP transmission mechanism that brings revolutionary changes to data interaction. This article will delve into the Streamable HTTP of the MCP … Read more
In the digital age, the efficiency and stability of data transmission are key drivers of technological advancement. The MCP (Model Context Protocol), as an important part of the AI ecosystem, introduces a revolutionary change in data interaction by adopting the Streamable HTTP transport mechanism. This article will delve into the Streamable HTTP of the MCP … Read more
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
Driven by the wave of digitalization, data transmission protocols are undergoing unprecedented transformations. Today, we focus on a significant innovation within the MCP (Model Context Protocol) — Streamable HTTP. This new protocol not only simplifies the traditional HTTP+SSE transmission method but also opens up new pathways for data interaction with features such as stateless server … Read more