Log Analyzer With
    Log Analyzer With

    Log Analyzer With

    A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation

    4.3

    GitHub Stats

    Stars

    92

    Forks

    12

    Release Date

    6/17/2025

    about two weeks ago

    Detailed Description

    Log Analyzer with MCP

    A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation.

    🏗️ Architecture

    !Architecture Diagram

    🔌 Model Context Protocol (MCP)

    As outlined by Anthropic:

    MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools.

    This repository is an example client and server that allows an AI assistant like Claude to interact with CloudWatch logs in an AWS account. To learn more about MCP, read through the introduction.

    ✨ Features

    • Browse and search CloudWatch Log Groups
    • Search logs using CloudWatch Logs Insights query syntax
    • Generate log summaries and identify error patterns
    • Correlate logs across multiple AWS services
    • AI-optimized tools for assistants like Claude

    Detailed feature list

    🚀 Installation

    Prerequisites

    • The uv Python package and project manager
    • An AWS account with CloudWatch Logs
    • Configured AWS credentials

    Setup

    # Clone the repository
    git clone https://github.com/awslabs/Log-Analyzer-with-MCP.git
    cd Log-Analyzer-with-MCP
    
    # Create a virtual environment and install dependencies
    uv sync
    source .venv/bin/activate  # On Windows, use `.venv\Scripts\activate`
    

    🚦 Quick Start

    1. Make sure to have configured your AWS credentials as described here

    2. Update your claude_desktop_config.json file with the proper configuration outlined in the AI integration guide

    3. Open Claude for Desktop and start chatting!

    For more examples and advanced usage, see the detailed usage guide.

    🤖 AI Integration

    This project can be easily integrated with AI assistants like Claude for Desktop. See the AI integration guide for details.

    📚 Documentation

    • Detailed Features
    • Usage Guide
    • AWS Configuration
    • Architecture Details
    • AI Integration
    • Troubleshooting

    🔒 Security

    See CONTRIBUTING for more information.

    📄 License

    This project is licensed under the Apache-2.0 License.

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