Sift MCP Server

Example Use Cases

• 1

  Ingest and analyze JUnit XML test reports to identify root causes and cascade failures.

• 2

  Track flaky tests and failure severity trends over time.

• 3

  Historical failure data and deduplicated error fingerprints to improve test triage.

Description

Sift MCP server ingests JUnit XML reports from any test runner, performs detailed failure analysis including root cause extraction, cascade failure detection, and error fingerprinting, and stores results in a SQLite database. It exposes six MCP tools that return structured JSON to AI agents, enabling automated test triage, flaky test detection, severity trend tracking, and historical failure insights. This helps reduce noise from cascading failures and accelerates identifying actionable fixes in large test suites.