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manik-prakash

narrow-mcp

by manik-prakash
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Python
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    Deploy Server
    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

    A4.7/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of an agent selecting the wrong operation from this server. The tool's description also clearly delineates supported file types and explicitly excludes source files.

    Naming Consistency4/5

    The single name 'narrow_file' follows a clear verb_noun structure and is easy to predict. However, with only one tool there is no larger naming pattern to assess for consistency.

    Tool Count3/5

    A single tool is at the low end of what feels like a complete server, even though the server is intentionally narrow. The count is not a severe mismatch, but agents have no fallback or related operations available.

    Completeness5/5

    For the server's stated narrow purpose, the tool covers the entire workflow: it accepts a qualifying file and intent, returns verified verbatim relevant spans, and handles boundary cases by refusing source files. No obvious missing operation remains within this deliberately small scope.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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