MCP Agent MCP Server

MCP Agent is optimized using the ReWOO pattern, enabling even LLMs with fewer parameters to efficiently utilize MCP Server with minimal token

Local serverstdioPython

What is the MCP Agent MCP Server?

MCP Agent is optimized using the ReWOO pattern, enabling even LLMs with fewer parameters to efficiently utilize MCP Server with minimal token consumption.

The short version

This project implements a LangGraph agent based on the ReWOO (Reasoning WithOut Observation) pattern. Similar to the ReAct (Reasoning and Acting) pattern, it reasons and acts, but aims to reduce the amount and complexity of prompts, especially when using Small LLMs (SLMs), by pre-defining the necessary evidence during the planning phase instead of explicitly separating an Observation step.

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Maintainer setup documentation.

Frequently asked questions

MCP Agent is optimized using the ReWOO pattern, enabling even LLMs with fewer parameters to efficiently utilize MCP Server with minimal token consumption. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.