mcp-assistant-server

mcp-assistant-server

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The MCP Assistant Server is a powerful MCP server designed to provide intelligent task analysis and recommend suitable tools. It integrates large language models for advanced analysis and offers features such as context management and tool discovery. The server is extensible, high-performance, and can be configured for use in development or production environments.

MCP Assistant Server

  • Provides intelligent task analysis and tool recommendation.
  • Features include intelligent task analysis, tool recommendation based on task traits, LLM integration for advanced analysis, context management, tool discovery, high performance, and easy extensibility.
  • Requires Node.js >= 16.0.0 and npm >= 7.0.0 for installation.
  • Offers configuration options for running in development or production modes and integration with Cline and Cursor tools for MCP server configuration.
  • Core functionalities include task analysis, tool recommendation, and context management.

Core Features

Task Analyzer

  • Analyzes user task descriptions to extract key information.
  • Recognizes task type, extracts parameters, associates context, and performs dependency analysis.

Tool Recommendation System

  • Recommends tools based on task traits using rule-based and hybrid algorithms.

Context Manager

  • Manages context information during task execution, tracks status, persists data, manages sessions, and recovers from errors.