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AnastasiaKWei

skyportal-mcp

by AnastasiaKWei
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Python
Remote

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    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 23 tools

    Disambiguation4/5

    Most tools target distinct resources (photometry, spectra, classifications, host galaxy, etc.) with clear boundaries. The cluster of generate_* code generation tools and reference tools could confuse, but detailed descriptions and explicit usage guidance mitigate this.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern (get_source_*, generate_*, analyze_*, filter_candidates, call_skyportal_api). No mixed conventions or irregular styles.

    Tool Count3/5

    23 tools is on the heavy side, falling into the borderline range. Several code generation and reference tools could potentially be merged, but each serves a distinct workflow within the astronomical transient domain.

    Completeness4/5

    The set covers core workflows: source data retrieval, analysis, searching, filtering, and code generation. General API access via call_skyportal_api fills write/update gaps, though dedicated CRUD tools for some entities are absent.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources