MCP Code Agent With OpenAI LLMs

by zovi343

MCP Client 7 stars
  • other

Agent implementing code actions and MCP protocol based on OpenAI LLMs.

About

What is MCP Code Agent With OpenAI LLMs?

MCP Code Agent With OpenAI LLMs is an AI agent that uses OpenAI’s large language models to interact with MCP servers, providing

Details

Author
zovi343
GitHub stars
7
Category
other
Repository
zovi343/oai_mcp_code_agent

MCP Code Agent With OpenAI LLMs

Python Version MCP Version OpenAI Version

📘 Overview

This project implements an AI agent powered by OpenAI's LLMs, designed to interact with the MCP server to access various tools and resources. I plan to add support for the code actions, but currently it is in progress.

📦 Installation

First, ensure you have Poetry installed.
poetry install

🚀 Running the Project

1. Ensure Docker is Running
Make sure the Docker daemon is active on your system. You can check this by running:

   docker info

If Docker is not installed, follow the official Docker installation guide for your operating system.

2. Start the MCP Weather Server
Launch the weather server using:

   poetry run poe weather_server

3. Run the Chainlit Application
Start the Chainlit app with:

   poetry run poe app

Development Setup

This project uses pre-commit to ensure consistent code quality before commits.
poetry run pre-commit install

To manually run hooks:

poetry run pre-commit run --all-files

🛠 Available Tasks

Poe the Poet is used to define common development tasks.

You can list available tasks using:

poetry run poe --help

Defined Tasks

| Task | Description | |------------|----------------------------------------------| | lint | Runs ruff to lint and auto-fix code | | typecheck| Runs mypy for static type checking | | check | Runs both lint and typecheck | | app | Runs the Chainlit application |

Run a task like:

poetry run poe check

📝 License

This repository is licensed under the Apache License, Version 2.0. See the LICENSE file for details.