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MIMO Image Recognition MCP

by rayner-luo
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      mimo-vision-mcpofficial

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    • vision-mcp

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    • llm-vision-mcp

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      An MCP server that enables any LLM to describe images from file paths, URLs, or base64 data by forwarding them to a supported vision provider such as OpenAI, Anthropic, or local Ollama models.
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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

    A4.5/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no ambiguity. The tool's purpose is clearly defined and distinct from any other tools.

    Naming Consistency5/5

    The single tool follows a clear verb_noun pattern (understand_image), consistent and predictable.

    Tool Count3/5

    One tool is borderline for an image recognition server; while it covers many tasks via a multimodal model, typical MCP servers have 3-15 tools for better granularity.

    Completeness4/5

    The tool claims to handle all image understanding tasks (OCR, description, analysis, etc.), covering the domain well. Minor gaps like specific image processing are outside scope.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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