Skip to main content

One post tagged with "Debugging"

Debugging techniques and tools

View All Tags

MCP Performance: What Slow Tools Cost You

· 7 min read
MCPBundles

Our bundle search tool was taking 12 seconds at P95. Users would ask Claude to "find the Slack integration," watch nothing happen, then ask again. Claude would make the same call twice, wait 24 seconds total, and users would close the tab thinking our service was down.

The tool worked perfectly. It just worked slowly. And in the world of AI assistants, slow might as well be broken.

Cartoon illustration of a person monitoring MCP performance and observability, dashboard showing metrics, happy expression
Our MCP server's P95 latency was 12 seconds and users thought it was broken. Here's how we fixed it for fast agent interactions.