mcts_reasoning

mcts_reasoning

Enhance reasoning by structuring complex queries into step-by-step thought processes using Monte Carlo Tree Search simulations for optimal decision-making.

Input Schema

Name	Required	Description
`nextThoughtNeeded`	Yes	Whether another step is needed
`numSimulations`	No	Number of MCTS simulations to run
`prompt`	Yes	The problem or query to reason about
`thought`	Yes	Current reasoning step
`thoughtNumber`	Yes	Current step number
`totalThoughts`	Yes	Total expected steps

Input Schema (JSON Schema)

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false,
  "properties": {
    "nextThoughtNeeded": {
      "description": "Whether another step is needed",
      "type": "boolean"
    },
    "numSimulations": {
      "default": 50,
      "description": "Number of MCTS simulations to run",
      "maximum": 150,
      "minimum": 1,
      "type": "integer"
    },
    "prompt": {
      "description": "The problem or query to reason about",
      "type": "string"
    },
    "thought": {
      "description": "Current reasoning step",
      "type": "string"
    },
    "thoughtNumber": {
      "description": "Current step number",
      "minimum": 1,
      "type": "integer"
    },
    "totalThoughts": {
      "description": "Total expected steps",
      "minimum": 1,
      "type": "integer"
    }
  },
  "required": [
    "prompt",
    "thought",
    "thoughtNumber",
    "totalThoughts",
    "nextThoughtNeeded"
  ],
  "type": "object"
}

MCP Advanced Reasoning Server

Input Schema

Input Schema (JSON Schema)

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