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ReAct Agent

Creatednachoal

Implements a ReAct agent using LangGraph and the Model Context Protocol (MCP) to provide tools and capabilities through a unified gateway.

Github Repo

About

This tool provides a ReAct agent implemented using LangGraph and the Model Context Protocol (MCP). It leverages MCP servers to provide tools and capabilities through a unified gateway, enabling the agent to access and combine functionalities from multiple servers, such as filesystem operations and knowledge graph interactions. The architecture consists of an MCP Gateway Server that manages multiple MCP server processes, individual MCP Servers providing specific capabilities, and the ReAct Agent itself, which connects to the gateway, discovers available tools, and uses them to accomplish tasks.

Key Features

  • 1 GitHub stars
  • Uses tools to accomplish tasks by combining capabilities from multiple servers.
  • Allows addition of more MCP servers for extended capabilities.
  • Connects to an MCP gateway to discover available tools.
  • Includes Memory tools (knowledge graph operations, entities, relations, queries).
  • Includes File System tools (read, write, list, search).

Use Cases

  • Creating intelligent agents that can interact with and combine different data sources.
  • Building conversational AI applications with access to real-world tools and information.
  • Automating tasks that require file system access and knowledge graph manipulation.