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laya-mcp — on-device typed decisions in ~10ms

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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables local typed decision-making over MCP Streamable HTTP, running Laya and Von models to turn arbitrary state into choice, score, and yes/no answers with probabilities.
      3
      Do What The F*ck You Want To Public
    • A
      license
      A
      quality
      C
      maintenance
      An MCP server that answers typed noul/choice/score questions about a given state with probability distributions and confidence, for routing, escalation, and gating decisions. It runs on pluggable backends (local Needle 3 or Laya models, or any OpenAI-compatible endpoint) and logs every decision so recorded ground truth can be used to track calibration.
      3
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      MCP server that enables local Apple on-device Foundation Model access via any MCP client, supporting text generation, structured output, and multi-turn chat on macOS.
      2
      MIT