Free/OSS agentic API interrogator (github.com)

The GAIIA Expert MCP Server has introduced a powerful Model Context Protocol (MCP) server designed for comprehensive code audits, refactoring, and architectural analysis, utilizing specialized Proxy Experts alongside a remote large language model (LLM). This innovative tool allows users to select from a registry of experts based on their specific areas of expertise, such as security or performance, enabling targeted code transformations and project-wide audits. Users must authenticate via their GAIIA accounts to access these features, and the entire system can be hosted locally with straightforward installation and configuration steps. This development is significant for the AI/ML community as it streamlines the process of code analysis and transformation, making it more efficient and accessible. The server supports various API interrogation techniques, including REST, GraphQL, and others, using advanced reinforcement learning to discover schemas and generate applications. This capability not only enhances the quality of software development practices but also emphasizes the integration of AI in improving coding standards and architecture, ultimately driving innovation and efficiency in tech environments.