Snap_sense

MCP URL2SNAP 🚀🤖

A lightweight Model Context Protocol (MCP) server that enables your LLM to capture screenshots of any specified URL and return only the access URL for the captured image. This tool simplifies the process of generating and sharing webpage snapshots, making it perfect for integrating visual capture capabilities into AI applications like Claude Desktop or automation workflows.

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What is Model Context Protocol (MCP)?

At its core, MCP is a standardized protocol designed to streamline communication between AI models and external systems. Think of it as a universal language that allows different AI agents, tools, and services to interact seamlessly.

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Features

• Email Verification: Verify email addresses in real-time.
• MCP Integration: Seamlessly connect with MCP-compatible LLMs.
• Easy Setup: Built with Python and the MCP SDK for quick deployment.

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MCP follows a client-server architecture:

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Watch the Demo

Click the image below to watch a video demo of the MCP Email Verify tool in action:

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Requirements

• Python: Python 3.11.0 or higher.
• UV: 0.6.9 or higher.

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Setup

Installing via Smithery

To install MCP-URL2SNAP for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @Abhi5h3k/MCP-URL2SNAP --client claude

Manual Installation

1. Clone the Repository

git clone https://github.com/Abhi5h3k/MCP-URL2SNAP.git
cd MCP-URL2SNAP

2. Install UV

If you don’t have UV installed, you can install it using the following commands:

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

Verify the installation:

uv --version

3. Set Up the Virtual Environment

Create a virtual environment using UV:

uv venv

Activate the virtual environment: On Windows:

.venv\Scripts\activate

4. Install Dependencies Install the required dependencies from pyproject.toml using UV:

uv install

Running the Server

1. Set Up Environment Variables Create a .env file in the root directory and add your AbstractAPI key:

ABSTRACT_API_KEY=your_api_key_here

2. Run the Server Start the MCP server:

uv run server.py

Usage

1. Register the Server with Claude Desktop Update the claude_desktop_config.json file to include your MCP server:

{
    "mcpServers": {
        "verify_mail": {
            "command": "uv",
            "args": [
                "--directory",
                "C:\\ABSOLUTE\\PATH\\TO\\MCP-Email-Verify",
                "run",
                "server.py"
            ],
            "env":{
              "ABSTRACT_API_KEY":"YUR_API_KEY"
            }
        }
    }
}

2. Restart Claude Desktop Restart Claude Desktop to detect the new tool.

3. Verify Emails Use prompts like:

"can you show me the screenshot of https://github.com/Abhi5h3k"

Development

Formatting and Linting This project uses black and isort for code formatting and import sorting.

1. Install development dependencies:

    uv add black isort --dev
   

2. Format the code:

   black .
   

3. Sort imports:

  isort .

Set up pre-commit

pre-commit install
pre-commit run --all-files

Article: Model Context Protocol (MCP): A Beginner's Guide to the Future of AI Communication