mcp-zap-server: A Spring Boot application that exposes OWASP ZAP as a Model Context Protocol (MCP) server, allowing MCP-compatible AI agents to orchestrate ZAP actions such as spider scanning, active scanning, and report generation. It offers guided and expert tool surfaces, a scan queue with high-availability support, and various security features.; fastmcp: FastMCP is a standard framework for building Model Context Protocol (MCP) applications, which connect LLMs to tools and data. It simplifies the process by automatically generating schemas, validation, and documentation for tools, and managing transport negotiation and authentication for server connections. FastMCP offers a comprehensive solution for developing, deploying, and scaling MCP-powered systems.
Automated security scanning orchestrated by AI agents
Building LLM applications that interact with custom tools and data sources