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Alternatives to laya-mcp

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding agents to offload quick judgment calls like shipping readiness, file triage, and claim verification to a fast local MCP server with calibrated confidence and safe fallbacks.
      6
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      MCP server that enforces governance on agentic decisions with auditable evidence records, providing tools for understanding, calibrating confidence, and navigating handoffs based on policy.
      -
    • A
      license
      Not graded
      quality
      A
      maintenance
      Exposes local MCP tools for typed, calibrated LLM decisions — gating risky actions, yes/no judging, classification, ordinal rating, and multi-question decisions in one pass. Runs on the model Devin's CLI already provides via ACP (or a fully offline local backend), so agents get calibrated confidence with no extra API key, no Ollama, and no waitlist.
      7
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      A self-hosted MCP server that provides tools for structured reasoning, confidence calibration, and detecting recurring gaps in AI outputs, aiming to reduce workload by improving verification and attention allocation.
      -
    • 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