Clear Thought Server

平台与服务

by chirag127

借助系统化思考、mental models 与调试方法增强解题能力,为复杂挑战提供结构化推理与决策支持,并可集成到兼容 MCP 的客户端工作流中。

什么是 Clear Thought Server

借助系统化思考、mental models 与调试方法增强解题能力,为复杂挑战提供结构化推理与决策支持,并可集成到兼容 MCP 的客户端工作流中。

核心功能 (11 个工具)

sequentialthinking

A detailed tool for dynamic and reflective problem-solving through thoughts. This tool helps analyze problems through a flexible thinking process that can adapt and evolve. Each thought can build on, question, or revise previous insights as understanding deepens. When to use this tool: - Breaking down complex problems into steps - Planning and design with room for revision - Analysis that might need course correction - Problems where the full scope might not be clear initially - Problems that require a multi-step solution - Tasks that need to maintain context over multiple steps - Situations where irrelevant information needs to be filtered out You should: 1. Start with an initial estimate of needed thoughts, but be ready to adjust 2. Feel free to question or revise previous thoughts 3. Don't hesitate to add more thoughts if needed, even at the "end" 4. Express uncertainty when present 5. Mark thoughts that revise previous thinking or branch into new paths 6. Ignore information that is irrelevant to the current step 7. Generate a solution hypothesis when appropriate 8. Verify the hypothesis based on the Chain of Thought steps 9. Repeat the process until satisfied with the solution 10. Provide a single, ideally correct answer as the final output 11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached

mentalmodel

A tool for applying structured mental models to problem-solving. Supports various mental models including: - First Principles Thinking - Opportunity Cost Analysis - Error Propagation Understanding - Rubber Duck Debugging - Pareto Principle - Occam's Razor Each model provides a systematic approach to breaking down and solving problems.

designpattern

A tool for applying design patterns to software architecture and implementation. Supports various design patterns including: - Modular Architecture - API Integration Patterns - State Management - Asynchronous Processing - Scalability Considerations - Security Best Practices - Agentic Design Patterns Each pattern provides a structured approach to solving common design challenges.

programmingparadigm

A tool for applying different programming paradigms to solve problems. Supports various programming paradigms including: - Imperative Programming - Procedural Programming - Object-Oriented Programming - Functional Programming - Declarative Programming - Logic Programming - Event-Driven Programming - Aspect-Oriented Programming - Concurrent Programming - Reactive Programming Each paradigm provides a different approach to structuring and executing code.

debuggingapproach

A tool for applying systematic debugging approaches to solve technical issues. Supports various debugging methods including: - Binary Search - Reverse Engineering - Divide and Conquer - Backtracking - Cause Elimination - Program Slicing Each approach provides a structured method for identifying and resolving issues.

collaborativereasoning

A detailed tool for simulating expert collaboration with diverse perspectives. This tool helps models tackle complex problems by coordinating multiple viewpoints. It provides a framework for structured collaborative reasoning and perspective integration.

decisionframework

A detailed tool for structured decision analysis and rational choice. This tool helps models systematically evaluate options, criteria, and outcomes. It supports multiple decision frameworks, probability estimates, and value judgments.

metacognitivemonitoring

A detailed tool for systematic self-monitoring of knowledge and reasoning quality. This tool helps models track knowledge boundaries, claim certainty, and reasoning biases. It provides a framework for metacognitive assessment across various domains and reasoning tasks.

scientificmethod

A detailed tool for applying formal scientific reasoning to questions and problems. This tool guides models through the scientific method with structured hypothesis testing. It enforces explicit variable identification, prediction making, and evidence evaluation.

structuredargumentation

A detailed tool for systematic dialectical reasoning and argument analysis. This tool helps analyze complex questions through formal argumentation structures. It facilitates the creation, critique, and synthesis of competing arguments.

visualreasoning

A tool for visual thinking, problem-solving, and communication. This tool enables models to create, manipulate, and interpret diagrams, graphs, and other visual representations. It supports various visual elements and operations to facilitate insight generation and hypothesis testing.

README

Clear Thought MCP Server

smithery badge

A Model Context Protocol (MCP) server that provides systematic thinking, mental models, and debugging approaches for enhanced problem-solving capabilities.

Features

Mental Models

  • First Principles Thinking
  • Opportunity Cost Analysis
  • Error Propagation Understanding
  • Rubber Duck Debugging
  • Pareto Principle
  • Occam's Razor

Design Patterns

  • Modular Architecture
  • API Integration Patterns
  • State Management
  • Asynchronous Processing
  • Scalability Considerations
  • Security Best Practices
  • Agentic Design Patterns

Programming Paradigms

  • Imperative Programming
  • Procedural Programming
  • Object-Oriented Programming
  • Functional Programming
  • Declarative Programming
  • Logic Programming
  • Event-Driven Programming
  • Aspect-Oriented Programming
  • Concurrent Programming
  • Reactive Programming

Debugging Approaches

  • Binary Search
  • Reverse Engineering
  • Divide and Conquer
  • Backtracking
  • Cause Elimination
  • Program Slicing

Sequential Thinking

  • Structured thought process
  • Revision and branching support
  • Progress tracking
  • Context maintenance

Collaborative Reasoning

  • Multi-persona problem-solving
  • Diverse expertise integration
  • Structured debate and consensus building
  • Perspective synthesis

Decision Framework

  • Structured decision analysis
  • Multiple evaluation methodologies
  • Criteria weighting
  • Risk and uncertainty handling

Metacognitive Monitoring

  • Knowledge boundary assessment
  • Claim certainty evaluation
  • Reasoning bias detection
  • Confidence calibration
  • Uncertainty identification

Scientific Method

  • Structured hypothesis testing
  • Variable identification
  • Prediction formulation
  • Experimental design
  • Evidence evaluation

Structured Argumentation

  • Formal dialectical reasoning
  • Thesis-antithesis-synthesis
  • Argument strength analysis
  • Premise evaluation
  • Logical structure mapping

Visual Reasoning

  • Diagrammatic representation
  • Visual problem-solving
  • Spatial relationship analysis
  • Conceptual mapping
  • Visual insight generation

Prerequisites

  • Node.js 18.x or higher
  • npm 9.x or higher

Installation

Installing via Smithery

To install clear-thought-mcp-server for Claude Desktop automatically via Smithery:

bash
npx -y @smithery/cli install @chirag127/clear-thought-mcp-server --client claude
  1. Clone the repository:
bash
git clone https://github.com/chirag127/clear-thought-mcp-server.git

Then navigate to the project directory:

bash
cd clear-thought-mcp-server
  1. Install dependencies:
bash
npm install
  1. Build the project:
bash
npm run build

Usage

Running the Server

Start the server with:

bash
npm start

This will start the MCP server using stdio transport, which can be connected to by MCP clients.

Development Mode

For development with automatic reloading:

bash
npm run dev

Using with MCP Clients

The server can be used with any MCP-compatible client. Here are some examples:

Using with the MCP Inspector

  1. Install the MCP Inspector:
bash
npm install -g @modelcontextprotocol/inspector
  1. Run the server:
bash
npm start
  1. In another terminal, connect the inspector:
bash
mcp-inspector --stdio "node dist/index.js"

Using with LLM Applications

The server can be integrated with LLM applications that support the Model Context Protocol. Refer to the MCP documentation for specific integration details.

Tool Selection Guide

Each tool in the Clear Thought MCP Server has specific strengths. Here are some scenarios where each tool might be particularly useful:

Mental Models

Best suited for:

  • Initial problem understanding
  • Breaking down complex systems
  • Analyzing trade-offs
  • Finding root causes
  • Making strategic decisions

Example scenarios:

  • Analyzing system architecture choices
  • Evaluating competing solutions
  • Understanding error patterns

Design Patterns

Best suited for:

  • Implementing proven solutions
  • Structuring new features
  • Ensuring maintainable code
  • Scaling applications
  • Managing technical debt

Example scenarios:

  • Building new system components
  • Refactoring existing code
  • Implementing cross-cutting concerns

Programming Paradigms

Best suited for:

  • Selecting appropriate coding approaches
  • Understanding language strengths
  • Optimizing for specific problem types
  • Balancing trade-offs in implementation

Example scenarios:

  • Choosing between OOP and functional approaches
  • Implementing concurrent systems
  • Designing reactive applications

Debugging Approaches

Best suited for:

  • Troubleshooting issues
  • Performance optimization
  • System analysis
  • Error resolution
  • Quality assurance

Example scenarios:

  • Fixing production issues
  • Optimizing slow processes
  • Resolving integration problems

Sequential Thinking

Best suited for:

  • Complex problem-solving
  • Multi-step analysis
  • Decision refinement
  • Process improvement
  • Comprehensive planning

Example scenarios:

  • Planning major features
  • Analyzing system-wide changes
  • Making architectural decisions

Collaborative Reasoning

Best suited for:

  • Complex, multi-faceted problems
  • Situations requiring diverse expertise
  • Controversial or high-stakes decisions
  • Innovation and ideation

Example scenarios:

  • Architectural design decisions
  • Product strategy development
  • Risk assessment and mitigation

Decision Framework

Best suited for:

  • Structured choice between alternatives
  • Risk-aware decision making
  • Multi-criteria evaluation
  • Stakeholder-sensitive decisions

Example scenarios:

  • Technology selection
  • Resource allocation
  • Strategic planning

Metacognitive Monitoring

Best suited for:

  • Assessing knowledge boundaries
  • Evaluating claim certainty
  • Detecting reasoning biases
  • Calibrating confidence
  • Identifying areas of uncertainty

Example scenarios:

  • Evaluating expertise in unfamiliar domains
  • Assessing confidence in predictions
  • Identifying potential biases in analysis
  • Determining when to seek additional information

Scientific Method

Best suited for:

  • Systematic hypothesis testing
  • Empirical investigation
  • Causal analysis
  • Evidence-based reasoning
  • Iterative refinement of understanding

Example scenarios:

  • Investigating system behavior
  • Testing causal relationships
  • Evaluating competing explanations
  • Designing controlled experiments

Structured Argumentation

Best suited for:

  • Formal dialectical reasoning
  • Analyzing complex debates
  • Evaluating competing positions
  • Synthesizing diverse viewpoints
  • Constructing logical arguments

Example scenarios:

  • Evaluating the strength of arguments
  • Identifying logical fallacies
  • Constructing persuasive cases
  • Resolving conflicting perspectives

Visual Reasoning

Best suited for:

  • Spatial problem-solving
  • Conceptual mapping
  • Pattern recognition
  • Relationship visualization
  • Complex system modeling

Example scenarios:

  • Diagramming system architecture
  • Visualizing data relationships
  • Mapping conceptual spaces
  • Creating visual explanations

Note: These are suggestions rather than rules. Tools can be used in any order or combination that best serves your needs.

Project Structure

code
clear-thought-mcp-server/
├── dist/               # Compiled JavaScript files
├── src/                # TypeScript source code
│   ├── models/         # Data interfaces
│   ├── tools/          # Tool implementations
│   └── index.ts        # Main server entry point
├── package.json        # Project dependencies and scripts
├── tsconfig.json       # TypeScript configuration
└── README.md           # Project documentation

Tech Stack

  • TypeScript
  • Node.js
  • Model Context Protocol SDK
  • Zod (for validation)

Author

Chirag Singhal (@chirag127)

License

MIT

常见问题

Clear Thought Server 是什么?

借助系统化思考、mental models 与调试方法增强解题能力,为复杂挑战提供结构化推理与决策支持,并可集成到兼容 MCP 的客户端工作流中。

Clear Thought Server 提供哪些工具?

提供 11 个工具,包括 sequentialthinking、mentalmodel、designpattern

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