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1Panel MCP Server V1

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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

    D1.9/5.0

    Scored across 257 tools

    Disambiguation1/5

    The set contains many overlapping and near-duplicate tools, e.g. list_containers vs list_containers_simple, get_container vs inspect_container, get_system_info vs get_system_monitor, and several MySQL/PostgreSQL/Redis-prefixed variants. An agent would struggle to reliably choose the correct tool for a given intent.

    Naming Consistency3/5

    Most tools use snake_case and follow a verb_noun style, but conventions are mixed across service-specific prefixes (mysql_, postgresql_, redis_), generic DB operations, and verbs such as operate_, exec_, wget_, sync_, and test_. It is readable but not uniformly predictable.

    Tool Count1/5

    257 tools is an extreme mismatch for a single MCP server and far exceeds practical selection and context limits. Even if each tool maps to an API endpoint, the count makes the surface unwieldy for an agent.

    Completeness4/5

    The server covers an unusually broad range of 1Panel administration areas, including Docker, websites, SSL, databases, files, backups, firewall, hosts, snapshots, and security tools. Some minor lifecycle gaps exist, such as cronjob update/get and firewall rule update, but core operations are well represented.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources