I work as a Developer Advocate at Google Cloud. I recently used Agent Registry as part of exploring AI workload governance capabilities on Google Cloud. I came across a few pitfalls while implementing dynamic discovery and use of MCP servers. However, the main challenge was integrating the use of the registry into my code rather than dealing with the pitfalls.

I gathered my experience into a blog post. I'd appreciate hearing about your experience using dynamically discovered tools, agents or skills.