import importlib.util import inspect import json import sys from pathlib import Path tool_path = Path(sys.argv[1]) def make_specs_from_tools_class(module) -> list: specs = [] if not hasattr(module, 'Tools'): return specs cls = getattr(module, 'Tools') for name, func in inspect.getmembers(cls, predicate=inspect.isfunction): if name.startswith('_'): continue sig = inspect.signature(func) props = {} req = [] for pname, p in sig.parameters.items(): if pname == 'self': continue props[pname] = {"type":"string"} if p.default is inspect._empty: req.append(pname) specs.append({ "name": name, "description": func.__doc__.strip() if func.__doc__ else name, "parameters": {"type":"object","properties": props, **({"required": req} if req else {})} }) return specs spec = importlib.util.spec_from_file_location(tool_path.stem, str(tool_path)) mod = importlib.util.module_from_spec(spec) spec.loader.exec_module(mod) specs = make_specs_from_tools_class(mod) print(json.dumps(specs))