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Alternatives to openjev-router

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    Related Servers

    • 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.
      51 PyPI
      6
      MIT
    • 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
      B
      maintenance
      Enables coding agents to query a locally running Kev decision model through MCP tools, returning calibrated probabilities for typed questions such as yes/no, choice, and score.
      Apache 2.0
    • A
      license
      A
      quality
      A
      maintenance
      Enables coding agents to request calibrated probability judgments over typed questions—yes/no, named choices, or ordered scores—about a described situation, returning one probability per option rather than free text. Runs Cloudflare's Clef model locally on Apple Silicon Macs, with images or video frames optionally attached, and answers delivered as a single MCP tool call.
      1
      132 PyPI
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Exposes three tools over MCP stdio that answer typed questions — yes/no, choice, and score — returning calibrated probabilities instead of prose, with offline mock answers by default and explicit egress reporting before any live transmission. Enables agents to obtain structured judgments without generating free text.
      66 npm
      Apache 2.0

    TDQS

    A3.6/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct purpose: decision_status reports system state, while the three decide_* tools handle different decision types (choice among options, binary assertion, and tiered scoring). No overlap or ambiguity between them.

    Naming Consistency4/5

    Three tools follow the consistent 'decide_' prefix with action verbs, but decision_status deviates with a noun-based name. This is a minor inconsistency, but the pattern is still recognizable.

    Tool Count5/5

    With 4 tools, the server is well-scoped for a decision-routing purpose. Each tool covers a necessary aspect without redundancy or bloat.

    Completeness4/5

    The surface covers status, choice selection, boolean judgment, and scoring, which aligns with the server's purpose. A possible gap is a tool for explaining or justifying decisions, but the provided functionality is solid.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues