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CLI Subagents MCP Server

CLI Subagents MCP Server

by lunati228
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Python
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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

    B3.1/5.0

    Scored across 8 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: start, cancel, list, and accounts are unambiguous. However, wait, status, and result all relate to monitoring a job and could be confused—wait blocks for completion/messages, status is a snapshot, result is final output—but descriptions clarify intended usage.

    Naming Consistency5/5

    All tools use the consistent subagent_ prefix with snake_case and clear action verbs. No deviations in style or convention.

    Tool Count5/5

    8 tools is well-scoped for a subagent orchestration server, covering the full job lifecycle without redundancy. Each tool earns its place.

    Completeness4/5

    The surface covers starting, monitoring (wait/status/list), interacting (message), retrieving results, cancelling, and account management. A minor gap is the lack of a tool to retrieve full transcript/logs or delete jobs, but core workflows are covered.

    Maintenance

    ActivityMaintained
    ResponsivenessOutdated data

    Resources