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rmednitzer

mcpx

by rmednitzer
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Python
Hybrid

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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 18 tools

    Disambiguation4/5

    Most tools target distinct operations (e.g., session vs shell vs SSH), but shell_exec and shell_script overlap in running commands, and session_send/recv are closely tied to shells. Overall, an agent can distinguish them with careful reading.

    Naming Consistency4/5

    Naming is predominantly <domain>_<action> with underscores, e.g., ssh_upload, session_kill. A few exceptions like server_info (reverse order) and ssh_hosts (noun) break the pattern slightly, but consistency is high overall.

    Tool Count5/5

    18 tools cover a well-scoped domain of remote execution and session management without being excessive. Each tool serves a clear purpose, and the count feels appropriate for the functionality offered.

    Completeness4/5

    The set covers local and remote execution, interactive sessions, file transfer, port forwarding, and server info. Minor gaps exist (e.g., no remote file listing, no SSH key management), but core workflows are supported.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive

    Resources