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OpsPilot

by cswfww123
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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

    B3.4/5.0

    Scored across 14 tools

    Disambiguation4/5

    Most tools have clear, distinct purposes (status vs probe, list vs fetch, etc.). However, describe_host and inspect_host overlap somewhat in that both inspect a registered host, though they emphasize different aspects (services/log paths vs redacted facts).

    Naming Consistency5/5

    All tools follow the opspilot_ prefix with a consistent verb_noun pattern (e.g., list_hosts, restart_service, fetch_logs). Minor exception is opspilot_status which is a noun phrase, but it's clearly a status check and doesn't disrupt the overall pattern.

    Tool Count5/5

    14 tools is well within the ideal range for a focused ops server. Each tool covers a meaningful operation (broker status, host management, logs, file ops, docker) without being excessive or sparse.

    Completeness4/5

    The tool set covers core operational workflows: broker health, host discovery, service restart, log retrieval, file operations, and docker inspection. Missing operations like remote command execution or file deletion, but these are likely out of scope for a safety-focused pilot tool.

    Maintenance

    ActivityMaintained
    ResponsivenessSyncing

    Resources