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Alternatives to blacksmith-mcp

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    TDQS

    B3.3/5.0

    Scored across 37 tools

    Disambiguation4/5

    Most tools have distinct purposes (runs, jobs, tests, usage, logs, etc.), but there are several test-related tools (get_failed_tests, get_failures_by_pattern, get_flaky_tests, get_slow_tests, get_test_history) that could cause confusion despite detailed descriptions.

    Naming Consistency3/5

    The predominant pattern is 'get_*', but there are exceptions like 'list_jobs', 'list_orgs', 'list_runs', 'compare_test_runs', and 'search_logs', mixing verbs and styles.

    Tool Count2/5

    With 37 tools, the server is overloaded for a CI analytics domain. While each tool has a clear purpose, the sheer number can overwhelm agents and suggests insufficient consolidation.

    Completeness3/5

    The tool surface covers monitoring, debugging, and analytics (runs, jobs, tests, logs, cache, usage) well, but lacks management actions like triggering runs or updating settings, leaving the domain partially incomplete.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues