---
title: Service Engineer AI — MCP server performance | Invoked Exchange
description: Real-world success rate, latency, and per-tool reliability for the Service Engineer AI MCP server (academy.serviceengineer/se-ai).
doc_version: "1.0"
last_updated: "2026-11-12T18:43:26.423Z"
canonical: https://invoked.ai/surfaces/serviceengineer-se-ai
---

# Service Engineer AI

Medical equipment troubleshooting and spare parts lookup for biomedical and service engineers.

- Registry name: `academy.serviceengineer/se-ai`

- Coverage: fully tested (public server)
- Add to Invoked: https://invoked.ai/surfaces/serviceengineer-se-ai (or `invoked://surface/add?registry=academy.serviceengineer%2Fse-ai`)

## Community

_Building — published once enough workspaces have contributed._

## Sitemap

See the full [directory sitemap](https://invoked.ai/sitemap.md).