
Have you ever had something on the tip of your tongue, but you weren’t exactly sure how to describe what’s in your mind?
For developers, this is where “vibe coding ” comes in. Vibe coding helps developers achieve their vision with models like Gemini 2.5 Pro to generate code from natural language prompts. Instead of writing every line of code, developers can now describe the desired functionality in plain language. AI translates these “vibes” into your vision.
Today, we’ll show you how vibe coding can help developers create Model Context Protocol (MCP) servers. MCP, launched in November 2024 by Anthropic, provides an open standard for integrating AI models with various data sources and tools. Since its release, it has become increasingly popular for building AI applications – including with new experimental models like Gemini 2.5.
You can use Gemini 2.5 Pro’s code generation capabilities to create MCP servers with ease, helping you build intuitive, natural language specifications and operational AI infrastructure.
Source Credit: https://cloud.google.com/blog/products/ai-machine-learning/build-mcp-servers-using-vibe-coding-with-gemini-2-5-pro/