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groundlens

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  • A
    license
    A
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    An independent review layer for AI-generated text: a 10-lens gate run by a separate model over output it did not write, returning the flagged line and the reason for each check rather than a single opaque verdict. A check that cannot complete reports unknown instead of a pass; lens_health needs no API key.
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  • A
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    license
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  • F
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    quality
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    Grounds AI answers about a business in real, verified data sourced live when needed or cached for reliability, preventing hallucinations.
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  • F
    license
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    quality
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    A standalone MCP server that validates model output against retrieved sources. It flags any claim, statistic, attribution, quote, or URL that cannot be traced back to a real source.
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