AI Code Review & Issue Fixer - MCP Server

21-Day Agent Series: Day 11 AGENT : AI Code Review & Issue Fixer

AI Code Review & Issue Fixer This agent is part of the "A New AI Agent Every Day!" Series - Day 11/21 - AI Code Review & Issue Fixer 🛠🚀 This AI agent analyzes code repositories, detects potential security vulnerabilities, reviews code quality, and suggests fixes based on Sentry error logs using Sentry and GitHub MCP servers!

Installation

Prerequisites

Python 3.9 or higher
Git
Virtual environment (recommended)

Steps

Don't forget to download nodejs for MCP

Clone the repository:

git clone <repository-url>
cd <repository-folder>

Install dependencies:
```
pip install -r requirements.txt
```

Create a .env file in the root directory and configure it as follows:

AZURE_OPENAI_ENDPOINT="your_azure_openai_endpoint"
AZURE_OPENAI_API_VERSION="your_azure_openai_api_version"
AZURE_OPENAI_API_KEY="your_azure_openai_api_key"
GITHUB_PERSONAL_ACCESS_TOKEN="YOUR_GITHUB_TOKEN"
SENTRY_AUTH_TOKEN="YOUR_SENTRY_TOKEN"

Running the Application

Start the FastAPI server:

uvicorn upsonicai:app --reload

Open the UI in your browser:

http://127.0.0.1:8000/

MCP Configuration

Modify your MCP configuration to include GitHub and Sentry:

"mcpServers": {
  "github": {
    "command": "npx",
    "args": ["-y", "@modelcontextprotocol/server-github"],
    "env": {
      "GITHUB_PERSONAL_ACCESS_TOKEN": "YOUR_GITHUB_TOKEN"
    }
  },
  "sentry": {
    "command": "python",
    "args": ["-m", "mcp_server_sentry", "--auth-token", "YOUR_SENTRY_TOKEN"]
  }
}

How It Works

Fetches recent commits from GitHub/GitLab repositories
Analyzes code quality and detects security vulnerabilities
Retrieves error logs from Sentry
Provides actionable insights and fixes for detected issues

API Documentation

Interactive API docs are available at:

Swagger UI: http://127.0.0.1:8000/docs
ReDoc: http://127.0.0.1:8000/redoc