01Dynamic registration for real-time tool updates based on registry changes
02Conversion of modules to OpenAI function calling format with strict mode
03Inline JSON Schema `$defs`/`$ref` for clean tool definitions
041 GitHub stars
05MCP Server for apcore modules over stdio, Streamable HTTP, or SSE
06Mapping of module annotations to MCP hints and OpenAI description suffixes