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Enhanced Sequential Thinking Server

Facilitate structured problem-solving and decision-making by breaking down complex issues into manageable stages. Track progress, categorize thoughts, and dynamically adapt your thinking process as new insights emerge. Generate comprehensive summaries of your entire thinking journey for better clarity and organization.

Installation

Installing for Claude Desktop

Manual Configuration Required

This MCP server requires manual configuration. Run the command below to open your configuration file:

npx mcpbar@latest edit -c claude

This will open your configuration file where you can add the Enhanced Sequential Thinking Server MCP server manually.

Enhanced Sequential Thinking MCP Server

This project implements an advanced Sequential Thinking server using the Model Context Protocol (MCP). It provides a structured and flexible approach to problem-solving and decision-making through a series of thought steps, incorporating stages, scoring, and tagging.

Sequential Thinking Server MCP server

Features

  • 🧠 Structured Problem Solving: Break down complex problems into defined stages
  • 📊 Progress Tracking: Monitor thought sequences, branches, and revisions
  • 🏷️ Thought Categorization: Tag and score thoughts for better organization
  • 📈 Dynamic Adaptation: Adjust the thinking process as new insights emerge
  • 📝 Summary Generation: Get an overview of the entire thinking process

Prerequisites

Project Structure

mcp-sequential-thinking/
├── mcp_sequential_thinking/
│   ├── server.py
│   └── __init__.py
├── README.md
└── pyproject.toml

Quick Start

  1. Set Up Project

    # Create and activate virtual environment
    uv venv
    .venv\Scripts\activate  # Windows
    source .venv/bin/activate  # Unix
    
    # Install package and dependencies
    uv pip install -e .
    
  2. Run the Server

    cd mcp_sequential_thinking
    uv run server.py
    

Claude Desktop Integration

Add to your Claude Desktop configuration (%APPDATA%\Claude\claude_desktop_config.json on Windows):

{
  "mcpServers": {
    "sequential-thinking": {
      "command": "uv",
      "args": [
        "--directory",
        "C:\\path\\to\\your\\mcp-sequential-thinking\\mcp_sequential_thinking",
        "run",
        "server.py"
      ]
    }
  }
}

API

The server exposes two main tools:

1. sequential_thinking

This tool processes individual thoughts in the sequential thinking process.

Parameters:

  • thought (str): The content of the current thought
  • thought_number (int): The sequence number of the current thought
  • total_thoughts (int): The total number of thoughts expected
  • next_thought_needed (bool): Whether another thought is needed
  • stage (str): The current stage of thinking (Problem Definition, Analysis, Ideation, Evaluation, Conclusion)
  • is_revision (bool, optional): Whether this revises previous thinking
  • revises_thought (int, optional): Which thought is being reconsidered
  • branch_from_thought (int, optional): Branching point thought number
  • branch_id (str, optional): Branch identifier
  • needs_more_thoughts (bool, optional): If more thoughts are needed
  • score (float, optional): Score for the thought (0.0 to 1.0)
  • tags (List[str], optional): List of tags for categorizing the thought

2. get_thinking_summary

This tool generates a summary of the entire thinking process.

Troubleshooting

Common issues:

  • Server Connection Issues
    • Verify paths in claude_desktop_config.json
    • Check Claude Desktop logs: %APPDATA%\Claude\logs
    • Test manual server start

License

MIT License

Acknowledgments

  • Model Context Protocol framework
  • Claude Desktop team
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