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Neptune MCP Server

by shuttle-hq
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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 15 tools

    Disambiguation4/5

    Most tools have distinct purposes, but wait_for_deployment and get_deployment_status are closely related and add_new_resource's name is misleading (it only returns info about resource types, not actually adding). However, descriptions generally clarify the differences.

    Naming Consistency3/5

    The majority follow a verb_noun pattern (list_projects, get_logs, delete_project), but some deviate: 'info' and 'login' lack objects, and 'add_new_resource' implies an action different from its actual informational purpose. This mixed convention reduces predictability.

    Tool Count4/5

    15 tools is at the high end of the ideal range, but each addresses a distinct aspect of cloud deployment and management. A few informational tools (info, get_project_schema, add_new_resource) are somewhat redundant but still marginally useful.

    Completeness3/5

    Core project operations (list, deploy, delete, status) and resource operations (provision, bucket, secret, database) are covered, but there is no create_project tool, no secret retrieval, and no resource deletion. These gaps may require workarounds.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources