ThoughtMcp

keyurgolani/ThoughtMcp

3.3

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ThoughtMCP is a Model Context Protocol server designed to implement human-like cognitive architecture for enhanced AI reasoning.

Tools
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Resources
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Prompts
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ThoughtMCP

CI TypeScript Node.js PostgreSQL

Production-Ready AI Cognitive Architecture with Human-Like Memory and Reasoning

ThoughtMCP provides AI systems with persistent memory, parallel reasoning, and metacognitive capabilities through the Model Context Protocol (MCP).

Key Features

  • Five-Sector Memory: Episodic, Semantic, Procedural, Emotional, and Reflective memory types
  • Web UI: Visual interface for memory exploration and reasoning (⚠️ Beta)
  • Parallel Reasoning: Four concurrent streams (Analytical, Creative, Critical, Synthetic)
  • Framework Selection: Eight systematic thinking frameworks with >80% selection accuracy
  • Metacognition: Confidence calibration, bias detection, emotion analysis
  • Production Ready: 75%+ test coverage, sub-200ms retrieval, PostgreSQL persistence

Quick Start

# Clone and install
git clone https://github.com/keyurgolani/ThoughtMcp.git
cd ThoughtMcp
npm install

# Setup environment
cp .env.example .env
docker-compose up -d
npm run db:setup

# Build and start
npm run build
npm start

MCP Tools

CategoryToolsDescription
Memoryremember, recall, update_memory, forget, searchPersistent five-sector memory
Reasoningthink, analyze, ponder, breakdownMulti-stream reasoning
Metacognitiveassess_confidence, detect_bias, detect_emotion, evaluateSelf-monitoring and quality check

MCP Configuration

{
  "mcpServers": {
    "thoughtmcp": {
      "command": "node",
      "args": ["/path/to/ThoughtMcp/dist/index.js"],
      "env": {
        "DATABASE_URL": "postgresql://user:pass@localhost:5432/thoughtmcp",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  }
}

Web UI (Beta)

ThoughtMCP includes a web-based interface for visualizing memories and reasoning processes. The UI is currently in beta and under active development.

# Start the UI development server
cd ui
npm install
npm run dev

⚠️ Beta Notice: The UI is experimental and may have breaking changes between releases. Not recommended for production use yet.

Documentation

GuideDescription
Getting started and basic usage
Tool schemas and examples
System design
Development workflow
Production deployment

See for complete documentation.

Contributing

See for guidelines.

License

MIT License - see for details