mcp-reasoner

MIT License

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mcp-reasoner

Perform advanced reasoning using strategies like Beam Search or Monte Carlo Tree Search. Manage thought sequences, evaluate paths, and determine next steps with customizable parameters for precise problem-solving.

Instructions

Advanced reasoning tool with multiple strategies including Beam Search and Monte Carlo Tree Search

Input Schema

Name	Required	Description
`beamWidth`	No	Number of top paths to maintain (n-sampling). Defaults to 3 if not specified
`nextThoughtNeeded`	Yes	Whether another step is needed
`numSimulations`	No	Number of MCTS simulations to run. Defaults to 50 if not specified
`strategyType`	No	Reasoning strategy to use (beam_search or mcts)
`thought`	Yes	Current reasoning step
`thoughtNumber`	Yes	Current step number
`totalThoughts`	Yes	Total expected steps

Input Schema (JSON Schema)

{
  "properties": {
    "beamWidth": {
      "description": "Number of top paths to maintain (n-sampling). Defaults to 3 if not specified",
      "maximum": 10,
      "minimum": 1,
      "type": "integer"
    },
    "nextThoughtNeeded": {
      "description": "Whether another step is needed",
      "type": "boolean"
    },
    "numSimulations": {
      "description": "Number of MCTS simulations to run. Defaults to 50 if not specified",
      "maximum": 150,
      "minimum": 1,
      "type": "integer"
    },
    "strategyType": {
      "description": "Reasoning strategy to use (beam_search or mcts)",
      "enum": [
        "beam_search",
        "mcts",
        "mcts_002_alpha",
        "mcts_002_alt_alpha"
      ],
      "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": [
    "thought",
    "thoughtNumber",
    "totalThoughts",
    "nextThoughtNeeded"
  ],
  "type": "object"
}

Install Server

HTTP connection URL

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