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timps-swarm

by Sandeeprdy1729
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Python
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    TDQS

    C2.6/5.0

    Scored across 161 tools

    Disambiguation1/5

    Multiple tools have identical or near-identical purposes: timps_log_detective and timps_log_pattern_analyzer share exactly the same description, and timps_flaky_test_detective/timps_flaky_test_hunter overlap heavily. With 161 tools and several duplicate categories, an agent cannot reliably distinguish between them.

    Naming Consistency3/5

    All tools share the timps_ prefix and snake_case, which adds some coherence. However, the pattern is inconsistent: some are verb_noun (timps_list_agents, timps_connect_tools), some are noun_agent (timps_system_optimizer, timps_security_guard), and some are single verbs (timps_dispatch, timps_delegate, timps_batch).

    Tool Count1/5

    161 tools is far beyond any reasonable tool surface for an MCP server; even a broad 'swarm' fails to justify this scale. An agent will waste significant tokens and selection effort trying to choose among this many tools.

    Completeness3/5

    The tool set is remarkably broad across domains (devops, security, India compliance, content writing, ML, etc.), but it includes duplicate agents and lacks basic primitives like direct file editing or command execution, relying instead on generated scripts. Over-coverage in some areas and gaps in others indicate incomplete curation.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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