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ntopology-mcp

ntopology-mcp

by sohumsuthar
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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

    A3.7/5.0

    Scored across 14 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: adding literals vs. setting their values, reading the graph vs. inspecting the notebook, validating vs. running, searching blocks vs. finding examples. No two tools appear to do the same thing, so an agent can reliably pick the right one.

    Naming Consistency4/5

    The vast majority of tools follow a consistent verb_noun snake_case pattern (add_literal, search_blocks, set_output). Two exceptions break the pattern: 'mesh_stats' is a noun_noun compound and 'environment' is a bare noun, which slightly reduces predictability but does not cause real confusion.

    Tool Count5/5

    14 tools is well within the sweet spot for a domain-specific server. Each tool addresses a distinct step in the notebook lifecycle—inspection, editing, validation, execution, and analysis—earning its place without bloat or obvious omission.

    Completeness4/5

    The tool surface covers the core workflow: read/inspect/validate, add and modify blocks/literals, rewire inputs, set outputs, run, and check results. Minor gaps exist (e.g., no explicit block deletion, no direct 'save notebook' tool), but existing tools like prune_graph and set_input can work around these without agent failure.

    Maintenance

    ActivityStale
    ResponsivenessNo recent community issues

    Resources