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rudrathkr

MCP Test Failure Analysis Server

by rudrathkr

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    TDQS

    B3.3/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool targets a distinct aspect of test failure analysis: root cause analysis for a single failure, grouping failures by error signature, and detecting flaky tests from history. There is no overlap or ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case (analyze_test_failure, cluster_failures, detect_flaky_tests), making them predictable and easy to understand.

    Tool Count5/5

    With exactly 3 tools, the server is well-scoped for test failure analysis. This number is sufficient to cover core functionalities without being overwhelming or too sparse.

    Completeness4/5

    The tool set covers essential operations for analyzing test failures, clustering, and flakiness detection. However, it lacks tools for data retrieval (e.g., fetching test history) or generating summary reports, which are minor gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues