A Model Context Protocol (MCP) service that provides access to Ansible Automation Platform (AAP) APIs through OpenAPI specifications.
This article compares Model Context Protocol (MCP), Function Calling, and OpenAPI Tools for integrating tools and resources with language models, outlining their strengths, limits, security considerations, and ideal use cases.
This article details five major updates to Gradio MCP servers, including seamless local file support, real-time progress notifications, OpenAPI spec to MCP conversion, improvements to authentication, and modifying tool descriptions. It highlights how these improvements enhance the development and hosting of AI-powered MCP servers on Hugging Face Spaces.
This article details the author's insights into AI function calling, its challenges, and the Agentica framework developed to address them, emphasizing the importance of JSON schema understanding, compiler support, and a document-driven approach.
