mcp-sequentialthinking-tools
An adaptation of the
MCP Sequential Thinking Server
designed to guide tool usage in problem-solving. This server helps
break down complex problems into manageable steps and provides
recommendations for which MCP tools would be most effective at each
stage.
A Model Context Protocol (MCP) server that combines sequential
thinking with intelligent tool suggestions. For each step in the
problem-solving process, it provides confidence-scored recommendations
for which tools to use, along with rationale for why each tool would
be appropriate.
Features
- Dynamic and reflective problem-solving through sequential
thoughts
- Flexible thinking process that adapts and evolves
- Support for branching and revision of thoughts
- Intelligent tool recommendations for each step
- Confidence scoring for tool suggestions
- Detailed rationale for tool recommendations
- Step tracking with expected outcomes
- Progress monitoring with previous and remaining steps
- Alternative tool suggestions for each step
How It Works
This server analyses each step of your thought process and recommends
appropriate MCP tools to help accomplish the task. Each recommendation
includes:
- A confidence score (0-1) indicating how well the tool matches the current need
- A clear rationale explaining why the tool would be helpful
- A priority level to suggest tool execution order
- Alternative tools that could also be used
The server works with any MCP tools available in your environment. It
provides recommendations based on the current step's requirements, but
the actual tool execution is handled by the consumer (like Claude).
Example Usage
Here's an example of how the server guides tool usage:
The server tracks your progress and supports:
- Creating branches to explore different approaches
- Revising previous thoughts with new information
- Maintaining context across multiple steps
- Suggesting next steps based on current findings
Configuration
This server requires configuration through your MCP client. Here are
examples for different environments:
Cline Configuration
Add this to your Cline MCP settings:
Claude Desktop with WSL Configuration
For WSL environments, add this to your Claude Desktop configuration:
API
The server implements a single MCP tool with configurable parameters:
sequentialthinking_tools
A tool for dynamic and reflective problem-solving through thoughts,
with intelligent tool recommendations.
Parameters:
thought(string, required): Your current thinking step
next_thought_needed(boolean, required): Whether another thought step is needed
thought_number(integer, required): Current thought number
total_thoughts(integer, required): Estimated total thoughts needed
is_revision(boolean, optional): Whether this revises previous thinking
revises_thought(integer, optional): Which thought is being reconsidered
branch_from_thought(integer, optional): Branching point thought number
branch_id(string, optional): Branch identifier
needs_more_thoughts(boolean, optional): If more thoughts are needed
current_step(object, optional): Current step recommendation with:
previous_steps(array, optional): Steps already recommended
remaining_steps(array, optional): High-level descriptions of upcoming steps
Development
Setup
- Clone the repository
- Install dependencies:
- Build the project:
- Run in development mode:
Publishing
The project uses changesets for version management. To publish:
- Create a changeset:
- Version the package:
- Publish to npm:
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
MIT License - see the LICENSE file for details.
Acknowledgments
- Built on the Model Context Protocol
- Adapted from the MCP Sequential Thinking Server
mcp-sequentialthinking-tools
An adaptation of the
MCP Sequential Thinking Server
designed to guide tool usage in problem-solving. This server helps
break down complex problems into manageable steps and provides
recommendations for which MCP tools would be most effective at each
stage.
A Model Context Protocol (MCP) server that combines sequential
thinking with intelligent tool suggestions. For each step in the
problem-solving process, it provides confidence-scored recommendations
for which tools to use, along with rationale for why each tool would
be appropriate.
Features
- Dynamic and reflective problem-solving through sequential
thoughts
- Flexible thinking process that adapts and evolves
- Support for branching and revision of thoughts
- Intelligent tool recommendations for each step
- Confidence scoring for tool suggestions
- Detailed rationale for tool recommendations
- Step tracking with expected outcomes
- Progress monitoring with previous and remaining steps
- Alternative tool suggestions for each step
How It Works
This server analyses each step of your thought process and recommends
appropriate MCP tools to help accomplish the task. Each recommendation
includes:
- A confidence score (0-1) indicating how well the tool matches the current need
- A clear rationale explaining why the tool would be helpful
- A priority level to suggest tool execution order
- Alternative tools that could also be used
The server works with any MCP tools available in your environment. It
provides recommendations based on the current step's requirements, but
the actual tool execution is handled by the consumer (like Claude).
Example Usage
Here's an example of how the server guides tool usage:
The server tracks your progress and supports:
- Creating branches to explore different approaches
- Revising previous thoughts with new information
- Maintaining context across multiple steps
- Suggesting next steps based on current findings
Configuration
This server requires configuration through your MCP client. Here are
examples for different environments:
Cline Configuration
Add this to your Cline MCP settings:
Claude Desktop with WSL Configuration
For WSL environments, add this to your Claude Desktop configuration:
API
The server implements a single MCP tool with configurable parameters:
sequentialthinking_tools
A tool for dynamic and reflective problem-solving through thoughts,
with intelligent tool recommendations.
Parameters:
thought(string, required): Your current thinking step
next_thought_needed(boolean, required): Whether another thought step is needed
thought_number(integer, required): Current thought number
total_thoughts(integer, required): Estimated total thoughts needed
is_revision(boolean, optional): Whether this revises previous thinking
revises_thought(integer, optional): Which thought is being reconsidered
branch_from_thought(integer, optional): Branching point thought number
branch_id(string, optional): Branch identifier
needs_more_thoughts(boolean, optional): If more thoughts are needed
current_step(object, optional): Current step recommendation with:
previous_steps(array, optional): Steps already recommended
remaining_steps(array, optional): High-level descriptions of upcoming steps
Development
Setup
- Clone the repository
- Install dependencies:
- Build the project:
- Run in development mode:
Publishing
The project uses changesets for version management. To publish:
- Create a changeset:
- Version the package:
- Publish to npm:
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
MIT License - see the LICENSE file for details.
Acknowledgments
- Built on the Model Context Protocol
- Adapted from the MCP Sequential Thinking Server