📌Overview

Purpose: This framework aims to automate code review processes by identifying potential security vulnerabilities and code quality issues, and suggesting fixes based on error logs.

Overview: The AI Code Review & Issue Fixer is designed to analyze code repositories, leveraging tools such as Sentry and GitHub to enhance software quality and security. It fetches recent commits, evaluates code, and provides actionable insights for improvement.

Key Features:

Security Vulnerability Detection: Analyzes code to identify potential security risks, ensuring safer software deployments.
Code Quality Analysis: Reviews the overall quality of the code, highlighting areas for improvement to maintain high coding standards.
Error Log Integration: Utilizes Sentry error logs to suggest targeted fixes for issues, enhancing reliability and user experience.
Interactive API Documentation: Offers easy access to API functionalities through Swagger UI and ReDoc, facilitating developer integration.

21-Day Agent Series: Day 11

AGENT: 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)
Node.js (required for MCP)

Steps

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:

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 at:

http://127.0.0.1:8000/

MCP Configuration

Modify your MCP configuration to include GitHub and Sentry servers:

"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

code-reviewer-fixer-agent