databases

A technical deep-dive into my experience creating an MCP server that bridges AI assistants with ArangoDB. Learn why I built this tool, the challenges I faced, and how it's improving our development team's productivity.

I tracked down a production issue where alphanumeric code searches in ArangoSearch failed silently. After deep investigation, I found a misconfigured analyzer. I revamped it with a pipeline setup, fixed streamType, and reindexed the views—restoring accurate search results for users and improving the app’s reliability..