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by olafgeibig • NLP & LLM
An MCP server adapted for Azure OpenAI's API constraints to provide sequential thinking capabilities.
Implement MCP-based sequential thinking capabilities within Azure OpenAI limits
A server setup compatible with tool description constraints in LLMs
A two-step process to handle lengthy tool instructions in an AI framework
This repository hosts an Azure OpenAI-compatible adaptation of the Sequential Thinking server from the Model Context Protocol (MCP) examples. It is designed to handle environments with stricter limits on tool description lengths, such as Azure OpenAI. This server ensures that detailed instructions are provided via a separate tool, facilitating a two-step interaction process with the LLM.
Tool for dynamic, step-by-step, reflective problem-solving. Supports breaking down complex problems, planning, analysis, revision, and branching. Adjust total thoughts dynamically, express uncertainty, generate/verify hypotheses. IMPORTANT: Before using this tool, you MUST first call the 'get_sequentialthinking_instructions' tool to retrieve the detailed usage instructions.
Retrieves the full, detailed instructions for using the 'sequentialthinking' tool. This is very important to understand how to use sequentialthinking. Call this tool once before using the 'sequentialthinking' tool to have the instructions available.
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