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12 changes: 12 additions & 0 deletions docs/we_made_this.md
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@@ -15,6 +15,18 @@ This space is dedicated to highlight our awesome community content featuring Pow

Join us on [Discord](https://discord.gg/B8zZKbbyET){target="_blank" rel="nofollow"} to connect with the Powertools for AWS Lambda (Python) community 👋. Ask questions, learn from each other, contribute, hang out with key contributors, and more!

## Unofficial MCP Server

**Author: [Michael Walmsley](https://twitter.com/walmsles){target="_blank" rel="nofollow"}** :material-twitter:

A Model Context Protocol (MCP) server that provides search functionality for Powertools for AWS Lambda documentation across all the runtimes.

See this video where Michael demonstrates how to use the Powertools MCP server with [Amazon Q](https://aws.amazon.com/q/?nc1=h_ls), query cross-runtime documentation, and writes a serverless application with embedded Powertools best practices.

<iframe width="560" height="315" src="https://www.youtube.com/embed/5qz8ysWT4eM?si=Sx-K4v4W6RQKWYb6" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

GitHub: [https://github.com/serverless-dna/powertools-mcp](https://github.com/serverless-dna/powertools-mcp)

## Blog posts

### AWS Lambda Cookbook — Following best practices with Powertools for AWS Lambda