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michal7kw

qdrant-mcp-ollama

by michal7kw
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Python
Hybrid

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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

    B3.2/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools, qdrant_store and qdrant_find, have entirely distinct purposes—one writes data, the other retrieves it. There is zero ambiguity between them.

    Naming Consistency5/5

    Both tools follow a consistent 'qdrant_<verb>' pattern, using clear action verbs (store, find). The naming is predictable and uniform.

    Tool Count3/5

    With only two tools, the server feels thin for what is typically a database domain, but it is not an extreme mismatch. It sits at the borderline of adequacy.

    Completeness2/5

    The server only provides store and find, lacking any management operations like delete, update, or list. For a database, this is a significant gap that will limit workflow coverage.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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