Enhanced Sequential Thinking Server

🚀 Enhanced Sequential Thinking MCP Server

This project implements an advanced sequential thinking server using the Model Context Protocol (MCP). It offers a structured and flexible approach to problem-solving and decision-making through a series of thinking steps, integrating stages, scoring, and tagging.

✨ Features

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

📦 Prerequisites

• Python 3.11 or higher
• UV package manager (Installation Guide)

📁 Project Structure

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

🚀 Quick Start

1. Set up the project

# Create and activate a virtual environment
uv venv
.venv\Scripts\activate  # Windows
source .venv/bin/activate  # Unix

# Install packages and dependencies
uv pip install -e .

2. Run the server

cd mcp_sequential_thinking
uv run server.py

🖥️ Claude Desktop Integration

Add the following content to your Claude desktop configuration file (%APPDATA%\Claude\claude_desktop_config.json on Windows):

{
  "mcpServers": {
    "sequential-thinking": {
      "command": "uv",
      "args": [
        "--directory",
        "C:\\路径\\到\\您的\\mcp-sequential-thinking\\mcp_sequential_thinking",
        "run",
        "server.py"
      ]
    }
  }
}

📚 API

The server exposes two main tools:

1. sequential_thinking

This tool handles a single thought in the sequential thinking process.

Parameters:

• thought (str): The content of the current thought.
• thought_number (int): The sequential number of the thought.
• total_thoughts (int): The total number of expected thoughts.
• next_thought_needed (bool): Whether another thought is needed.
• stage (str): The current thinking stage (Problem Definition, Analysis, Ideation, Evaluation, Conclusion).
• is_revision (bool, optional): Whether it is a revision of a previous thought.
• revises_thought (int, optional): The number of the thought being revised.
• parent_thought (int, optional): The number of the parent thought.
• metadata (dict, optional): The metadata of the thought.

2. get_summary

This tool returns a summary of the entire thinking process.

Parameters:

• thoughts (list): A list of all processed thoughts.
• metadata (dict, optional): Additional context information.

💻 Usage Examples

Basic Usage

# Send a single thought
uv sequential_thinking --thought "Initial problem analysis" --stage "Problem Definition"

# Get a summary
uv get_summary --thoughts 12345678-9abc-defg-1234-567890abcdef

⚠️ Important Note

• The server requires a valid configuration file and correct permissions to run.
• Ensure that all dependencies are correctly installed and meet the minimum version requirements.
• Conduct comprehensive testing and verification before using it in a production environment.

For more information, please refer to the full API documentation or contact the project maintainers.