MCP_Atom_of_Thoughts
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A Model Context Protocol (MCP) server implementation of Atom of Thoughts, a decomposition-based reasoning framework.
Atom of Thoughts (AoT) is a decomposition-based reasoning framework implemented as a Model Context Protocol (MCP) server. It is based on the research paper 'Atom of Thoughts for Markov LLM Test-Time Scaling' by Teng et al., 2025. AoT is designed to solve complex problems by breaking them down into independent, reusable atomic units of thought. This approach contrasts with traditional sequential thinking by using a network structure where thought units (atoms) are interconnected with dependencies. AoT provides tools for both deep analysis and quick problem-solving, making it suitable for various scenarios requiring complex reasoning, hypothesis generation, and decision-making. The framework includes a decomposition-contraction mechanism and an automatic termination feature to enhance efficiency and accuracy.
Features
- Decomposition-Contraction Mechanism: Breaks down complex atoms into smaller sub-atoms and contracts them back after verification.
- Automatic Termination Mechanism: Automatically terminates when reaching maximum depth or finding a high-confidence conclusion.
- Atom Types: Uses five types of atoms - premise, reasoning, hypothesis, verification, and conclusion.
- Command Tool (atomcommands): Provides commands to control the decomposition-contraction mechanism and automatic termination.
- AoT-light Version: A streamlined version optimized for faster processing and quicker results.
Tools
AoT
Complete tools with in-depth analysis and complex problem solving capabilities
AoT-light
Optimize processing speed, suitable for time-sensitive scenarios
