实践是最好的学习方式。为了深入理解 LangGraph 和模型上下文协议（MCP）服务器的生态，我们来从零开始构建一个 CLI 编码代理。我们的目标是，抛开 Claude Code 那些花里胡哨的功能，看看最基础的编码代理能做到什么程度。 那些商业编码代理往往会添加各种专有 ...

Model Context Protocol (MCP) 这个协议简单说就是给大语言模型接入外部数据和工具提供了一套标准化方案。MCP 统一了模型和各种数据源、工具服务之间的交互方式。 FastMCP 是目前用 Python 构建 MCP 服务器最顺手的框架，把底层那些复杂的协议实现全都封装好了，开发者 ...

Automation can feel like a daunting buzzword, often associated with expensive tools, steep learning curves, and endless configurations. But what if you could simplify your workflows, harness the power ...

Hands On Getting large language models to actually do something useful usually means wiring them up to external data, tools, or APIs. The trouble is, there's no standard way to do that - yet.… ...

Docker 最近推出了新工具，应用容器技术原理到人工智能开发领域，解决了 AI 模型执行和 Model Context Protocol ( MCP ) 集成中的关键挑战。该公司的 MCP Catalog、MCP Toolkit 和 Model Runner 旨在通过熟悉的容器工作流标准化开发者部署、保护和管理 AI 组件的方法。这些工具 ...

Forbes contributors publish independent expert analyses and insights. Docker recently announced new tools that apply container technology principles to artificial intelligence development, addressing ...

Docker, Inc. has announced a significant advancement in its AI strategy with the launch of the Docker MCP Catalog and Docker MCP Toolkit, both built around the emerging Model Context Protocol (MCP).

New Catalog and Toolkit launch in partnership with industry leaders, extending Docker's simplicity and security to the Model Context Protocol ecosystem PALO ALTO, Calif., April 22, 2025 (GLOBE ...

IT之家 6 月 12 日消息，科技媒体 linuxiac 昨日（6 月 11 日）发布博文，报道称 Docker Desktop 4.42 发布，新增原生支持 IPv6 网络，智能 DNS 解析、集成 Docker MCP Toolkit、增强 AI 相关功能等。 在网络功能方面，Docker Desktop 4.42 为满足多样化的企业网络需求，引入了原生 IPv6 ...

While the Catalog is expected to serve as a marketplace for publishing and discovering new tools, the Toolkit is expected to help reduce the management of MCP servers Docker, provider of containers ...