"author:Alexnikolaev1" matching MCP servers:

Analyzes numeric time series (raw values or a CSV column) with the Matrix Profile algorithm to surface explainable anomalies and recurring patterns, reporting each top discord or motif alongside the nearest-neighbor comparison that justifies it. Exposes this through MCP tools that validate inputs such as NaN/Inf values, empty CSVs, and invalid window sizes.