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Bobby-cell-commits

Open-Brain

by Bobby-cell-commits
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3/5.0

    Scored across 17 tools

    Disambiguation4/5

    Most tools have distinct purposes, though some overlap exists. For example, 'deep_search' and 'search_thoughts' both handle search but with different approaches (multi-hop vs. hybrid), which could cause confusion. However, descriptions clarify their specific use cases, and other tools like 'capture_thought' and 'delete_thought' are clearly differentiated.

    Naming Consistency3/5

    Naming conventions are mixed, with some tools using verb_noun patterns (e.g., 'capture_thought', 'delete_thought') and others using noun-only or compound terms (e.g., 'analyze', 'deep_search', 'serendipity_digest'). This inconsistency reduces predictability, but the names remain generally readable and descriptive of their functions.

    Tool Count4/5

    With 17 tools, the count is slightly high but reasonable for a knowledge management system covering analysis, storage, retrieval, and maintenance. It avoids being overwhelming (e.g., not 25+), and each tool appears to serve a specific role in the domain, though some consolidation might improve focus.

    Completeness5/5

    The tool set provides comprehensive coverage for a thought management system, including CRUD operations (capture, update, delete), retrieval (search, list), analysis (analyze, stats), maintenance (refresh, review), and synthesis (weekly_review). There are no obvious gaps; tools support the full lifecycle from input to insights.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources