smart-mcp-server

smart-mcp-server

1
ai_chatbotknowledge_and_memorydeveloper_tools

Smart MCP Server is a middleware tool that enables context-aware interaction between AI models and various tools, optimizing tool selection based on user context and historical data. It features API integrations, workflow management, and documentation automation to enhance efficiency and minimize cognitive load for users.

Smart MCP Server

Smart MCP Server is a powerful middleware that serves as a context-aware bridge between AI models and tools. It analyzes user context, historical patterns, and content to intelligently present the most relevant tools, improving efficiency and reducing cognitive load. Key features include:

  • Context-Aware Tool Selection: Provides intelligent tool selection based on user context, message content, and historical data.
  • Tool Server Architecture: Manages multiple tool server instances, including registration and execution.
  • Gemini API Integration: Integrates with Google’s Gemini models for tasks like text generation and JSON formatting.
  • Workflow System: Allows for the definition and execution of complex workflows with monitoring capabilities.
  • Documentation Automation: Supports documentation ingestion and knowledge integration.

Installation

  • Requires Node.js (v16.0.0 or higher) and npm (v7.0.0 or higher).
  • Clone the repository and install dependencies.
  • Configure environment variables for specific integrations like the Gemini API.

Usage

  • Start the main server using npm run server.
  • Example scripts demonstrate various features such as API integration and workflow testing.

API Endpoints

  • Manage tools and workflows using API endpoints for registration, execution, and context-aware suggestions.