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@vibemap.ai/mcp-server

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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A3.7/5.0

    Scored across 32 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, organized by resource type and action. However, the deprecated 'vibemap_update_kanban_status' overlaps with the newer transition tools, and 'vibemap_get_project_context' vs 'vibemap_get_atomic_blueprint' could be confused without careful reading.

    Naming Consistency5/5

    All tools follow a consistent 'vibemap_verb_noun' pattern (e.g., list_projects, create_feature, get_atomic_blueprint). No mixing of conventions or unpredictable names.

    Tool Count4/5

    32 tools is higher than the typical 3-15, but each tool serves a distinct purpose in the comprehensive project management and reverse engineering workflow. The count is justified, though it may feel heavy for simpler use cases.

    Completeness4/5

    The tool set covers CRUD for core entities (features, stories, criteria), kanban workflow, code analysis, and drift detection. However, missing deletion tools for projects, features, and stories, which is a minor gap.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

    Resources