Atom Of Thoughts

Atom of Thoughts is a reasoning framework based on the decomposition - contraction mechanism. It systematically solves complex problems by decomposing them into atomic units and provides both a full - version and a lightweight - version tool.

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update time : 2025-04-28

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Introduction

Atom of Thoughts (AoT) MCP Server

Features

Break down complex problems into multiple verifiable thought units, and each unit is processed independently.

Each thought unit gets a credibility score based on supporting evidence and the reasoning process to ensure the reliability and accuracy of the results.

Efficiently connect and collaborate between multiple thought units through the MCP protocol to form a complete thinking network.

Advantages and Disadvantages Analysis

Usage Guide

Decompose complex problems into multiple thought units and ensure that each unit is independently verifiable.

Score the credibility of each thought unit, considering the strength of supporting evidence and the reasoning process.

Integrate the results of each thought unit to form the final conclusion or decision - making suggestion.

Usage Examples

Solve complex physical problems, such as the explanation of quantum mechanics phenomena.

Evaluate the market risks of new products, such as the launch of AI products in the European market.

Frequently Asked Questions

What is the core of the Atom of Thoughts method?

How to ensure the credibility of thought units?

References

🚀 Atom of Thoughts Framework Guide

The Atom of Thoughts framework is an innovative approach designed to enhance the reasoning capabilities of artificial intelligence. It operates by breaking down complex thought processes into smaller, more manageable parts, similar to the concept of "atoms" in physics.

🚀 Quick Start

The Atom of Thoughts framework offers a unique way to handle complex problems. By decomposing thoughts into atoms and validating each part, it provides high - reliability results.

✨ Features

Core Components

Atoms: The smallest independent units of thought.
Decomposition - Composition Mechanism: Breaks down complex problems into multiple atoms, processes each atom independently, and then synthesizes the results.
Verification Step: Ensures that the output of each atom is accurate and reasonable.

Comparison with Sequential Thinking Framework

Property	Atom of Thoughts (AoT)	Sequential Thinking
Thinking Mode	Parallel processing, multiple atoms run simultaneously	Serial processing, executed step - by - step
Ability to Handle Complex Problems	More suitable for complex and highly - dependent problems	More suitable for simple to moderately complex tasks
Conclusion Credibility	High, as the output of each atom is verified	May have cumulative errors
Applicable Scenarios	Decisions requiring high precision and reliability	Time - sensitive tasks or tasks requiring natural - language narration

📦 Installation

Install with Smithery

Automatically install the Atom of Thoughts plugin using the following command:

npx -y @smithery/cli install @kbsooo/mcp_atom_of_thoughts --client claude

MCP Server Configuration

Create or modify the mcp - config.json file in the root directory of your project and add the following content:

{
  "mcpServers": {
    "atom - of - thoughts": {
      "command": "node",
      "args": ["/ABSOLUTE/PATH/TO/PARENT/FOLDER/atom - of - thoughts/build/index.js"],
      "disabled": false,
      "autoApprove": []
    }
  }
}

Replace /ABSOLUTE/PATH/TO/PARENT/FOLDER with the actual project path. After saving the file, restart Claude Desktop or Cline for the changes to take effect.

💻 Usage Examples

Command Tools (atomcommands)

Available Commands

decompose: Decompose the specified atom.
- Parameter: --atomId <ATOM_ID>
complete_decomposition: Complete the decomposition process.
- Parameter: --decompositionId <DECOMPOSITION_ID>
termination_status: Get the current termination status.
best_conclusion: Get the conclusion with the highest credibility.
set_max_depth: Set the maximum depth limit.
- Parameter: --maxDepth <MAX_DEPTH>

📚 Documentation

The Atom of Thoughts framework provides an efficient and reliable method for handling complex problems through its unique decomposition - composition mechanism and strict verification steps. Although it requires some additional effort in the initial setup, AoT is a powerful choice for applications that demand high precision and stability.