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DeepSeek MCP Server

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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

    A3.7/5.0

    Scored across 6 tools

    Disambiguation2/5

    deepseek_chat and deepseek_multi_turn are highly overlapping, as both support conversational continuation via session_key, making it unclear when to choose one over the other. deepseek_reasoner and deepseek_file_analysis also blur into chat-like behavior, further muddying boundaries.

    Naming Consistency4/5

    All tools share the deepseek_ prefix and use snake_case, which establishes a consistent baseline. However, the suffix mixes noun-like names (chat, reasoner, fim) with verb phrases (list_models), and file_analysis deviates from the imperative style, creating minor inconsistency.

    Tool Count5/5

    Six tools is well-scoped for a DeepSeek model provider wrapper, covering core chat, reasoning, code completion, model listing, and file analysis without excessive fragmentation.

    Completeness4/5

    The tool set covers the major DeepSeek API interactions (chat, reasoner, FIM, model listing), plus a useful file analysis convenience. Minor gaps such as usage metrics or session management utilities exist but do not hamper core workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources