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Magic-Man-us

Agent Fleet MCP Server

by Magic-Man-us
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Python
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    • spiderswitch

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      MCP server that enables agents to dynamically switch between multiple AI models (OpenAI, Anthropic, Google, etc.) with unified protocol-driven configuration and capability discovery.
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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

    A4.1/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool targets a distinct operation: agent CRUD, run listing, run execution, and findings retrieval. No two tools have overlapping purposes, and descriptions clearly differentiate them.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case, e.g., create_agent, list_agents, get_run. Verbs are imperative and clear, with no mixed conventions.

    Tool Count5/5

    10 tools cover the agent fleet management domain without being excessive or insufficient. Each tool serves a clear purpose in the lifecycle of agents and runs.

    Completeness4/5

    The tool surface covers core agent and run operations (create, read, delete, search, run, list runs), but lacks explicit run modification or cancellation capabilities, which is a minor gap.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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