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mcp-personal

by xyser-craner
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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

    A3.9/5.0

    Scored across 8 tools

    Disambiguation4/5

    The eight actual tools have distinct purposes: connectivity/test, arXiv search, PDF text preview, dataset stats, project scaffolding, report generation, and file-tree listing. ping and echo are both test helpers but differ clearly (link check vs parameter passthrough), so an agent is unlikely to select the wrong tool.

    Naming Consistency2/5

    Naming is a mix of bare verbs (ping, echo), verb+object (scaffold_project), object+verb (pdf_extract), and noun compounds (paper_search, project_tree, course_report). All names are lowercase, but there is no consistent verb_noun or action-oriented convention.

    Tool Count5/5

    Eight tools is comfortably within the ideal range for a personal MCP server, and each tool provides a genuinely different capability. None feel like padding, and the count is not overwhelming for an agent to choose from.

    Completeness4/5

    For the inferred domain of research/development personal utilities, the advertised workflows are largely covered: search then extract papers, inspect datasets, scaffold a project, generate a report, and view a file tree. Minor gaps exist (e.g., no dataset sample-row preview or paper metadata fetch by ID), but they are workable and not severe dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources