
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.
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
- Python 3.11 or higher
- UV package manager (Install Guide)
Project Structure
mcp-sequential-thinking/
├── mcp_sequential_thinking/
│ ├── server.py
│ └── __init__.py
├── README.md
└── pyproject.toml
Quick Start
-
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 .
-
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 thoughtthought_number
(int): The sequence number of the current thoughttotal_thoughts
(int): The total number of thoughts expectednext_thought_needed
(bool): Whether another thought is neededstage
(str): The current stage of thinking (Problem Definition, Analysis, Ideation, Evaluation, Conclusion)is_revision
(bool, optional): Whether this revises previous thinkingrevises_thought
(int, optional): Which thought is being reconsideredbranch_from_thought
(int, optional): Branching point thought numberbranch_id
(str, optional): Branch identifierneeds_more_thoughts
(bool, optional): If more thoughts are neededscore
(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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