如下图所示(来自:Visual Guide to Model Context Protocol (MCP) [2])为 MCP 的关键架构,受到 Language Server Protocol(LSP)的启发,旨在标准化 AI 与外部系统的交互方式,包括 3 个关键组件: Host:通常是 AI 应用(Agent),比如 Anthropic Claude Desktop、Cursor、Cline 等,负责选择并调用 MCP Client,以便使用...
MCP(Model Context Protocol)结合智能 DNS 流量调度技术应运而生,为全球化网络部署开辟全新路径。 一、引言 随着互联网的飞速发展,用户分布愈发广泛。企业服务若仅依赖单一数据中心,必然面临网络延迟、服务不稳定等问题。据《全球网络性能报告》显示,跨洲网络请求平均延迟超 300ms,丢包率高达 5%。智能 DNS 流量调度...
The Model Context Protocol allows applications to provide context for LLMs in a standardized way, separating the concerns of providing context from the actual LLM interaction. This Python SDK implements the full MCP specification, making it easy to:...
MCP,大厂们今年共同的缪斯 今年以来,一个技术新词成了各家大厂竞相追捧的缪斯——MCP(Model Context Protocol,模型上下文协议)。对于MCP,各家大厂不仅纷纷“伸臂拥抱”、迅速接入,还不吝赞扬。百度董事长李彦宏盛赞称“MCP让AI更懂外部世界,更容易获得信息,更自由地调用工具,是AI发展的一大步”,并表示“百度会帮助开...
Source: Model Context Protocol Here’s why you’d want to use MCP for your projects: Standardized AI integration: MCP provides a structured way to connect AI models with tools. Flexibility: It allows easy switching between different AI models and vendors. Security: It keeps your data within yo...
Python A simple CLI to run LLM prompt and implement MCP client. mcpllmlangchainmodel-context-protocol UpdatedMay 1, 2025 Python A minimalistic MCP client with a good feature set. mcpopenaixaianthropicmodel-context-protocolmcp-clientgrok3
Model Context Protocol(MCP) 是一种协议，允许AI模型如Claude与外部环境进行交互，使它们能够访问网站、...
It is what talks to an MCP server using the Model Context Protocol. An MCP client is often a part of the AI tool you use to interact with an AI model (if it supports MCP, of course). You can think of it as a tool which helps in spinning up a connection to the MCP server and...
Considering the knowledge gap in this clinico-genomic context, unrecognised ambiguities may occur on each side. For example, when linking the outputs of bioinformatics to clinical fields, the indicator of information quality moves from internal consistency within the same protocol to external consistency...
模型上下文协议(Model Context Protocol,简称MCP)是一种创新的开放标准协议,旨在解决大语言模型(LLM)与外部数据和工具之间的连接问题。它为AI应用提供了一种统一、标准化的方式来访问和处理实时数据,使模型不再局限于训练时获得的静态知识。 MCP由Anthropic首次提出并开源,通过定义标准化接口,允许大语言模型以一致的方式...