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pixinsight-mcp

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    • pixinsight

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    • Nina Advanced API MCP

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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

    B3.4/5.0

    Scored across 92 tools

    Disambiguation5/5

    Every tool targets a distinct PixInsight operation or query, with detailed descriptions that eliminate overlap between similar functions (e.g., the various integration methods). Even closely related tools like pi_console_log and job_log are clearly delineated by their scope. No two tools appear to do the same thing.

    Naming Consistency5/5

    Tool names follow a consistent verb_noun snake_case pattern throughout (pi_start_session, build_master_dark, render_preview, apply_process). Prefixes like pi_, job_, and list_ are used predictably to group related operations. There are no mixed conventions or cryptic abbreviations.

    Tool Count1/5

    At 92 tools, this is far beyond the 50+ threshold for an extreme mismatch, making it overwhelming for agents to navigate and select from. While each tool has a specific role, the sheer number is not 'well-scoped' and would likely strain context windows and decision-making. A more modular server could group these into smaller purpose-built servers.

    Completeness5/5

    The tool surface covers the entire astrophotography processing workflow: session/file management, calibration, stacking, integration, visual previews, masks, stretching, color calibration, and even fallback escape hatches. No obvious gaps exist for the stated purpose of controlling PixInsight. It even includes cross-check and cleanup tools, making it unusually complete.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

    Resources