Sequential Story MCP Server
A Model Context Protocol (MCP) server for Sequential Thinking and Sequential Story as mnemonic techniques for problem-solving.
Overview
This project offers two complementary MCP tools for structuring complex problems:
- Sequential Story - A narrative-based approach to sequential thinking. Instead of tracking abstract thoughts, it structures problems as story elements with characters, settings, and plot developments to make them more memorable and engaging.
- Sequential Thinking - A pure Python port of the JavaScript implementation, eliminating Node.js dependencies
Both approaches leverage the power of sequencing and structure to enhance memory retention and problem understanding.
Features
Sequential Story
- Build problem solutions as narrative sequences
- Revise and branch story elements as needed
- Track characters, settings, tones, and plot points
- Formatted, color-coded display of story elements
Sequential Thinking
- Structure problems as a sequence of thoughts
- Revise or branch thinking paths as needed
- Generate and verify solution hypotheses
- Track thinking process completion
- Pure Python implementation (no Node.js required)
Common Features
- Formatted, color-coded display of elements
- Full MCP protocol support for integration with AI systems
- Support for branching and revision
Installation
During Development
When working with the package locally before publishing:
Installing with MCP
For development:
You can also configure Claude desktop to use the tool with uvx
by adding this to your Claude mcpServers.json:
The environment variable TOOLS
controls which tools are enabled. By default, only the Sequential Story tool is enabled, but the Sequential Thinking tool can be added as needed.
This is useful when you want to focus on a specific problem-solving approach or when integrating with other MCP tools. You can also update the environment variables directly in the Claude desktop app after installation.
Example story element
Example thought element
Development
Credits
This project builds on the concepts of sequential thinking and structured problem-solving, adapting these approaches to both analytical and narrative frameworks for enhanced memory and problem-solving.
The Sequential Thinking implementation is a pure Python port inspired by the JavaScript implementation from the Model Context Protocol repositories: https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking
This server cannot be installed
Provides tools for structuring complex problems through narrative-based sequential story elements or systematic sequential thinking, helping make complex problems more memorable and easier to understand.
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