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Alternatives to decide-mcp

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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables agents to evaluate single records or batches with dynamically authored typed questions, returning structured decisions and probabilities.
      25 PyPI
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Lets MCP clients submit a situation and typed questions (yes/no, choice, or scale) to a decision model that returns calibrated probabilities plus an act-or-escalate flag. Enables agents to route, flag, approve, check, or rate cases and hand uncertain ones to a person.
      3
      334 npm
      Apache 2.0
    • A
      license
      A
      quality
      B
      maintenance
      Enables an AI agent to turn an uncertain routing decision into a confidence-scored choice among explicit routes, with a thresholded recommendation to proceed, review deeper, or ask for human input, while remaining advisory-only.
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables an agent to submit a task and two options and receive a recommendation of the better option with a calibrated confidence percentage and a reason, to support decision-making.
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Enables MCP clients to obtain typed, probabilistic decisions from text or structured state and up to four images—choosing among labeled options, scoring on ordered scales, and estimating whether propositions are true—for routing, triage, moderation, risk scoring, and similar agent workflows.
      5
      0
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Lets agents submit a traveler profile, trip context, and candidate listings to receive a deterministic, evidence-backed recommendation with score breakdowns, tradeoffs, risk flags, missing information, and confidence. It handles non-sensitive decision categories only and does not search inventory, book, transact, or persist data.
      MIT