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    • A
      license
      B
      quality
      A
      maintenance
      Enables any MCP-compatible AI agent to directly operate PixInsight through about 80 tools for opening and editing images, running processes, PixelMath, astrometry, and channel operations.
      78
      1
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Enables AI agents to fully control PixInsight for astrophotography workflows, including calibration matching, WBPP stacking, blink review, and post-processing with visual previews.
      92
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables LLMs to interact with PixInsight's image processing capabilities through a local HTTP/SSE server, allowing listing processes, invoking them, viewing images, and more.
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      An MCP server that lets AI agents drive a running Adobe Photoshop from natural language — documents, layers, text, masks, selections, filters, adjustments, Smart Objects, artboards, generative tools and export — through a 9-tool facade backed by 134 operations. A dual ExtendScript/UXP transport keeps reads, saves and exports working even when Photoshop is modal, returning honest busy/timeout errors instead of silent hangs.
      66 npm
      2
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    TDQS

    A3.7/5.0

    Scored across 91 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, and detailed descriptions clarify boundaries between similar operations (e.g., run_pixelmath vs pixelmath_new_image, run_abe vs run_per_channel_abe). Minor overlap exists between generic runners (run_process, run_pjsr) and dedicated process wrappers, and save_preview/save_and_show_preview are explicitly aliased, but an agent can generally tell them apart.

    Naming Consistency4/5

    The vast majority of tools follow a snake_case verb_noun pattern (run_*, measure_*, list_*, get_*), with a few noun-first exceptions like catalog_stars, lrgb_combine, job_status, and workspace_info. The deviations are minor and still readable, so naming is mostly predictable.

    Tool Count2/5

    91 tools is far beyond the ideal 3–15 range and is excessive for effective agent selection, even for a broad image-processing suite. Many dedicated wrappers duplicate what the generic run_process or run_pjsr tools already cover, so the count is not well-scoped.

    Completeness5/5

    The server covers file handling, image lifecycle, many processing operations, measurement, job control, and workspace management. The generic run_process and run_pjsr/run_pjsr_file tools act as escape hatches for any missing PixInsight process, so there are no obvious dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues