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AiChat MCP Server

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by AceDataCloud
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Python
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    TDQS

    B3.4/5.0

    Scored across 4 tools

    Disambiguation2/5

    The two conversation creation tools (aichat_create_conversation and aichat_create_conversation_v2) overlap heavily and leave it unclear when to use which, despite the v2 suffix. The list_models and usage guide tools are distinct, but the primary workflow has ambiguous entry points.

    Naming Consistency5/5

    All tools share the aichat_ prefix and follow a consistent verb_noun pattern: create_conversation, create_conversation_v2, list_models, get_usage_guide. The v2 suffix is a clear and predictable variant.

    Tool Count4/5

    Four tools is a reasonable size for a focused chat API server. However, one tool is a usage guide rather than a functional operation, and create_conversation_v2 appears redundant, making the effective count feel slightly padded.

    Completeness3/5

    The core capabilities of listing models and creating/continuing conversations are present, but there is no explicit way to retrieve conversation history, manage prior conversations, or delete them. The domain is simple enough that these may not be required, but the v2 tool suggests unfinished coverage.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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