Playwright vs Wazuh MCP Server

Playwright

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

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What is playwright_mcp

Playwright MCP is a Model Context Protocol server designed to offer browser automation using Playwright. It allows large language models to engage with web pages by leveraging structured accessibility snapshots, eliminating the need for screenshots or visual processing models.

How to use playwright_mcp

To use Playwright MCP, run the command `npx @playwright/mcp@latest` in your terminal. You can configure it to run in headless mode or with a display based on your specific needs.

Key features of playwright_mcp

Fast and lightweight operation using Playwright’s accessibility tree.
LLM-friendly operation using structured data, no need for vision models.
Deterministic tool application reduces ambiguity compared to screenshot-based methods.

Use cases of playwright_mcp

Web navigation and form-filling.
Data extraction from structured content.
Automated testing driven by LLMs.
General-purpose browser interaction for agents.

FAQ from playwright_mcp

- Can Playwright MCP be used for all types of web automation? Yes! Playwright MCP supports a wide range of web automation tasks including navigation, data extraction, and form interactions. - Is Playwright MCP free to use? Yes! Playwright MCP is open-source and free to use for everyone. - How does Playwright MCP handle accessibility? Playwright MCP uses accessibility snapshots to interact with web pages, ensuring better performance and reliability.

Wazuh MCP Server

An open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This service authenticates with the Wazuh RESTful API, retrieves alerts from Elasticsearch indices, transforms events into an MCP-compliant JSON format, and exposes an HTTP endpoint for Claude Desktop to fetch real-time security context.

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What is wazuh_mcp_server

Wazuh MCP Server is an open-source server designed to bridge Wazuh security alerts with large language models (LLMs). It authenticates with the Wazuh RESTful API, retrieves alerts from Elasticsearch, transforms them into an MCP-compliant format, and exposes a real-time HTTP endpoint for integration with applications like the Claude Desktop App.

How to use wazuh_mcp_server

1. Clone the Wazuh MCP Server repository. 2. Set up a virtual environment for the project. 3. Install necessary dependencies. 4. Configure environment variables to enable Wazuh API access. 5. Run the server and integrate with Claude Desktop by modifying its configuration file to include MCP server details.

Key features of wazuh_mcp_server

JWT-Based Authentication for secure access to Wazuh.
Alert Retrieval from Elasticsearch indices.
Transformation of security events into standardized MCP messages.
Flask HTTP Server exposing an `/mcp` endpoint for integration.
Robust error handling for issues like token expiration and network timeouts.

Use cases of wazuh_mcp_server

Integrating Wazuh security alerts with AI applications.
Providing real-time security context to LLMs for enhanced decision-making.
Automating security monitoring and alerting processes.

FAQ from wazuh_mcp_server

- **What is required to run Wazuh MCP Server?** You need Python 3.8+, access to a Wazuh API instance, and optionally, Claude Desktop configured to call the MCP server. - **Is Wazuh MCP Server free to use?** Yes! It is an open-source project and free to use. - **How can I contribute to Wazuh MCP Server?** Contributions are welcome! You can open issues or submit pull requests for improvements or bug fixes.