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hpc-mcp

by watcher47
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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

    C2.7/5.0

    Scored across 24 tools

    Disambiguation3/5

    Several tool pairs overlap heavily: ssh_upload/remote_upload, ssh_download/remote_download, and ssh_execute/remote_execute all perform essentially the same file/command operations, differing only in scope wording (allowed roots vs project roots). Descriptions hint at differences but an agent could easily misselect between them.

    Naming Consistency4/5

    Names follow a predictable prefix+verb_noun snake_case pattern (project_*, remote_*, slurm_*, server_*). The one inconsistency is that equivalent operations get different prefixes (ssh_upload vs remote_upload), which slightly muddies the scheme but is still readable.

    Tool Count3/5

    24 tools is on the heavy side of the 16-25 borderline band. The HPC scope (SSH, project sync, file transfer, Slurm lifecycle) broadly justifies the count, but several overlapping transfer/execute tools arguably inflate it.

    Completeness4/5

    Strong lifecycle coverage: project registration/sync, remote file ops, patch application, and a full Slurm surface (preview, submit, get, list, watch, read_log, list_artifacts). The notable gap is job cancellation/deletion, which agents may need.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources