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๐Ÿ” Prysm MCP Server: Web scraping tools for AI assistants with multiple extraction modes and flexible output formats

2 stars TypeScriptDeveloper Kits Updated Jun 2, 2025

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๐Ÿ” Prysm MCP Server

The Prysm MCP (Model Context Protocol) Server enables AI assistants like Claude and others to scrape web content with high accuracy and flexibility.

โœจ Features

  • ๐ŸŽฏ Multiple Scraping Modes: Choose from focused (speed), balanced (default), or deep (thorough) modes
  • ๐Ÿง  Content Analysis: Analyze URLs to determine the best scraping approach
  • ๐Ÿ“„ Format Flexibility: Format results as markdown, HTML, or JSON
  • ๐Ÿ–ผ๏ธ Image Support: Optionally extract and even download images
  • ๐Ÿ” Smart Scrolling: Configure scroll behavior for single-page applications
  • ๐Ÿ“ฑ Responsive: Adapts to different website layouts and structures
  • ๐Ÿ’พ File Output: Save formatted results to your preferred directory

๐Ÿš€ Quick Start

Installation

bash
# Recommended: Install the LLM-optimized version
npm install -g @pinkpixel/prysm-mcp

# Or install the standard version
npm install -g prysm-mcp

# Or clone and build
git clone https://github.com/pinkpixel-dev/prysm-mcp.git
cd prysm-mcp
npm install
npm run build

Integration Guides

We provide detailed integration guides for popular MCP-compatible applications:

Usage

There are multiple ways to set up Prysm MCP Server:

Using mcp.json Configuration

Create a `mcp.json` file in the appropriate location according to the above guides.

json
{
  "mcpServers": {
    "prysm-scraper": {
      "description": "Prysm web scraper with custom output directories",
      "command": "npx",
      "args": [
        "-y",
        "@pinkpixel/prysm-mcp"
      ],
      "env": {
        "PRYSM_OUTPUT_DIR": "${workspaceFolder}/scrape_results",
        "PRYSM_IMAGE_OUTPUT_DIR": "${workspaceFolder}/scrape_results/images"
      }
    }
  }
}

๐Ÿ› ๏ธ Tools

The server provides the following tools:

`scrapeFocused`

Fast web scraping optimized for speed (fewer scrolls, main content only).

code
Please scrape https://example.com using the focused mode

Available Parameters:

  • `url` (required): URL to scrape
  • `maxScrolls` (optional): Maximum number of scroll attempts (default: 5)
  • `scrollDelay` (optional): Delay between scrolls in ms (default: 1000)
  • `scrapeImages` (optional): Whether to include images in results
  • `downloadImages` (optional): Whether to download images locally
  • `maxImages` (optional): Maximum images to extract
  • `output` (optional): Output directory for downloaded images

`scrapeBalanced`

Balanced web scraping approach with good coverage and reasonable speed.

code
Please scrape https://example.com using the balanced mode

Available Parameters:

  • Same as `scrapeFocused` with different defaults
  • `maxScrolls` default: 10
  • `scrollDelay` default: 2000
  • Adds `timeout` parameter to limit total scraping time (default: 30000ms)

`scrapeDeep`

Maximum extraction web scraping (slower but thorough).

code
Please scrape https://example.com using the deep mode with maximum scrolls

Available Parameters:

  • Same as `scrapeFocused` with different defaults
  • `maxScrolls` default: 20
  • `scrollDelay` default: 3000
  • `maxImages` default: 100

`formatResult`

Format scraped data into different structured formats (markdown, HTML, JSON).

code
Format the scraped data as markdown

Available Parameters:

  • `data` (required): The scraped data to format
  • `format` (required): Output format - "markdown", "html", or "json"
  • `includeImages` (optional): Whether to include images in output (default: true)
  • `output` (optional): File path to save the formatted result

You can also save formatted results to a file by specifying an output path:

code
Format the scraped data as markdown and save it to "my-results/output.md"

โš™๏ธ Configuration

Output Directory

By default, when saving formatted results, files will be saved to `~/prysm-mcp/output/`. You can customize this in two ways:

1. Environment Variables: Set environment variables to your preferred directories:

bash
# Linux/macOS
export PRYSM_OUTPUT_DIR="/path/to/custom/directory"
export PRYSM_IMAGE_OUTPUT_DIR="/path/to/custom/image/directory"

# Windows (Command Prompt)
set PRYSM_OUTPUT_DIR=C:\path\to\custom\directory
set PRYSM_IMAGE_OUTPUT_DIR=C:\path\to\custom\image\directory

# Windows (PowerShell)
$env:PRYSM_OUTPUT_DIR="C:\path\to\custom\directory"
$env:PRYSM_IMAGE_OUTPUT_DIR="C:\path\to\custom\image\directory"

2. Tool Parameter: Specify output paths directly when calling the tools:

code
# For general results
Format the scraped data as markdown and save it to "/absolute/path/to/file.md"

# For image downloads when scraping
Please scrape https://example.com and download images to "/absolute/path/to/images"

3. MCP Configuration: In your MCP configuration file (e.g., `.cursor/mcp.json`), you can set these environment variables:

json
{
  "mcpServers": {
    "prysm-scraper": {
      "command": "npx",
      "args": ["-y", "@pinkpixel/prysm-mcp"],
      "env": {
        "PRYSM_OUTPUT_DIR": "${workspaceFolder}/scrape_results",
        "PRYSM_IMAGE_OUTPUT_DIR": "${workspaceFolder}/scrape_results/images"
      }
    }
  }
}

If `PRYSM_IMAGE_OUTPUT_DIR` is not specified, it will default to a subfolder named `images` inside the `PRYSM_OUTPUT_DIR`.

If you provide only a relative path or filename, it will be saved relative to the configured output directory.

Path Handling Rules

The `formatResult` tool handles paths in the following ways:

  • Absolute paths: Used exactly as provided (`/home/user/file.md`)
  • Relative paths: Saved relative to the configured output directory (`subfolder/file.md`)
  • Filename only: Saved in the configured output directory (`output.md`)
  • Directory path: If the path points to a directory, a filename is auto-generated based on content and timestamp

๐Ÿ—๏ธ Development

bash
# Install dependencies
npm install

# Build the project
npm run build

# Run the server locally
node bin/prysm-mcp

# Debug MCP communication
DEBUG=mcp:* node bin/prysm-mcp

# Set custom output directories
PRYSM_OUTPUT_DIR=./my-output PRYSM_IMAGE_OUTPUT_DIR=./my-output/images node bin/prysm-mcp

Running via npx

You can run the server directly with npx without installing:

bash
# Run with default settings
npx @pinkpixel/prysm-mcp

# Run with custom output directories
PRYSM_OUTPUT_DIR=./my-output PRYSM_IMAGE_OUTPUT_DIR=./my-output/images npx @pinkpixel/prysm-mcp

๐Ÿ“‹ License

MIT

๐Ÿ™ Credits

Developed by Pink Pixel

Powered by the Model Context Protocol and Puppeteer

Frequently asked questions

What is prysm-mcp-server?

prysm-mcp-server is ๐Ÿ” Prysm MCP Server: Web scraping tools for AI assistants with multiple extraction modes and flexible output formats

How do I install prysm-mcp-server?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is prysm-mcp-server open source?

Yes โ€” it is hosted on GitHub at https://github.com/pinkpixel-dev/prysm-mcp-server and has 2 stars.

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