MCP(Model Context Protocol)是 Anthropic 于 2024 年推出的 AI 工具扩展接口标准,基于 JSON-RPC 2.0 协议,让 AI 模型可以通过标准化方式调用外部工具、读取资源和使用提示模板。2026 ...
Model Context Protocol 是一个开放标准,它的目标是给 LLM 一种干净、统一的方式去发现和调用外部工具。不用再写自定义解析、不用再维护脆弱的胶水代码,就是一个好用的协议。 大多数 MCP 教程上来就讲 JSON-RPC 规范、传输层协议,搞得很复杂。其实用 MCP 不需要 ...
"会调接口"早已不是后端工程师的专利——在AI时代,这成了每个想用大模型创造业务价值的Agent开发者必备技能。通过MCP协议让Agent获取业务上下文,已成为行业标配,集团也提供了完善的工具链支持。但当你真正想弄懂MCP时,官网白皮书再精美,也逃不过"一看 ...
一个仅需“1 个字符”即可触发的漏洞,正在威胁大量 AI Agent 与 MCP基础设施。 过去几年,AI 圈一直在疯狂讨论“大模型能力边界”。 但很多人忽略了一件事:真正危险的,未必是模型本身,而是那些把模型连接到真实世界的基础设施。当 AI Agent 开始接管邮箱、数据库、企业 SaaS、代码仓库、云资源,甚至工业设备时,一个原本看起来“普通”的 Web 框架漏洞,可能就会瞬间变成现实世界的 ...
An MCP Server is a simple program that lets AI models securely access data and tools using the Model Context Protocol (MCP). FastMCP is a Python framework that helps you build MCP servers and clients.
Microsoft's AI Toolkit extension for VS Code now includes a Tool Catalog that can scaffold a Python or TypeScript MCP server with the core transport and registration plumbing already set up. In ...
BlueRock today announced the open source release of BlueRock MCP Python Hooks, a lightweight runtime observability tool for Python. It captures MCP server activity by inspecting the protocol, ...
To install and build Gradio MCP Server on Windows, you need to follow the steps mentioned below. Install Gradio MCP Create a sample app Use the app Deploy your MPC Server to Hugging Face Now, we can ...
Creating a Model Context Protocol (MCP) server for stock trading agents can significantly improve your workflow by streamlining data retrieval, automating financial analysis, and integrating reusable ...
MCP Server enables AI agents to handle a full range of data-driven queries of Data Commons data sources, from initial discovery to generative reports, Google said. Looking to make public data access ...