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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

    Disambiguation4/5

    Most tools have clearly distinct purposes: chat, code review, idea evaluation, explanation, summarization, and debugging. However, deepseek_chat is a general-purpose tool that could theoretically handle explain/summarize/debug tasks, creating mild overlap with the specialized tools.

    Naming Consistency4/5

    All tools share the consistent deepseek_ prefix and use lowercase snake_case, making the set feel cohesive. The pattern is mostly verb-based (chat, evaluate, explain, summarize, debug), though deepseek_code_review is a noun phrase rather than a verb-action name.

    Tool Count5/5

    Six tools is a well-scoped number for an AI assistant server. Each tool covers a distinct high-level capability without unnecessary bloat or obvious redundancy.

    Completeness4/5

    The tool surface covers the primary expected capabilities of a DeepSeek assistant: general chat, code review, debugging, explanation, summarization, and idea evaluation. Minor gaps exist (e.g., no dedicated translation or code generation tool), but these are workarounds via deepseek_chat.

    Resources