diff --git a/scripts/docstring_checker.py b/scripts/docstring_checker.py
new file mode 100644
index 0000000..b021cb3
--- /dev/null
+++ b/scripts/docstring_checker.py
@@ -0,0 +1,174 @@
+import ast
+import re
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any, Optional
+
+
+@dataclass
+class ArgDoc:
+    name: str
+    type: str
+    optional: bool
+
+
+@dataclass
+class Param:
+    name: str
+    annotation: Optional[str]
+    optional: bool
+
+
+class Checker(ast.NodeVisitor):
+    def _get_args(self, docstring: str) -> list[ArgDoc]:
+        args: list[ArgDoc] = []
+
+        in_args: bool = False
+        for line in docstring.splitlines():
+            if not in_args:
+                if line == "Args:":
+                    in_args = True
+                continue
+
+            # End of args
+            if not line.startswith("    "):
+                break
+
+            # Continuation line
+            if line.startswith("     "):
+                continue
+
+            line = line.strip()
+            m = re.match(r"(?P<name>\w+) \((?P<type>.*?)(?P<opt>, optional)?\):", line)
+            if m is None:
+                continue
+
+            args.append(
+                ArgDoc(
+                    name=m.group("name"),
+                    type=m.group("type"),
+                    optional=m.group("opt") is not None,
+                )
+            )
+
+        return args
+
+    def log(self, node: ast.FunctionDef, msg: str):
+        loc: str = f"{node.name} L{node.lineno}:{node.col_offset+1}"
+        print(f"    ({loc}) {msg}")
+
+    def _is_ignored(self, node: ast.FunctionDef) -> bool:
+        name: str = node.name
+        if name.startswith("visit_") or name.startswith("_visit_"):
+            return True
+        if name.startswith("parse_") or name.startswith("_parse_"):
+            return True
+        if name.startswith("_print"):
+            return True
+        if name.startswith("_write"):
+            return True
+        if name.startswith("__") and name.endswith("__"):
+            return True
+        if name == "accept":
+            return True
+        node.decorator_list
+        match node:
+            case ast.FunctionDef(
+                decorator_list=[
+                    ast.Call(
+                        func=ast.Name(id="method"),
+                    ),
+                ],
+            ):
+                return True
+        return False
+
+    def visit_FunctionDef(self, node: ast.FunctionDef) -> Any:
+        docstring: Optional[str] = ast.get_docstring(node)
+        func_name: str = node.name
+        if docstring is None:
+            if not self._is_ignored(node):
+                self.log(node, f"Missing docstring for function {func_name}")
+            return
+
+        args_doc: list[ArgDoc] = self._get_args(docstring)
+        by_name: dict[str, ArgDoc] = {}
+        for doc in args_doc:
+            if doc.name in by_name:
+                self.log(node, f"Multiple documentation lines for argument {doc.name}")
+            by_name[doc.name] = doc
+
+        all_params: list[Param] = []
+
+        pos_args: list[ast.arg] = node.args.posonlyargs
+        mixed_args: list[ast.arg] = node.args.args
+        kw_args: list[ast.arg] = node.args.kwonlyargs
+
+        def add_param(arg: ast.arg, optional: bool):
+            all_params.append(
+                Param(
+                    name=arg.arg,
+                    annotation=(
+                        ast.unparse(arg.annotation)
+                        if arg.annotation is not None
+                        else None
+                    ),
+                    optional=optional,
+                )
+            )
+
+        n_pos: int = len(pos_args) + len(mixed_args)
+        for i, arg in enumerate(pos_args):
+            j: int = n_pos - i - 1
+            optional: bool = j < len(node.args.defaults)
+            add_param(arg, optional)
+
+        for i, arg in enumerate(mixed_args):
+            j: int = len(mixed_args) - i - 1
+            optional: bool = j < len(node.args.defaults)
+            add_param(arg, optional)
+
+        for arg, default in zip(kw_args, node.args.kw_defaults):
+            optional: bool = default is not None
+            add_param(arg, optional)
+
+        for param in all_params:
+            doc: Optional[ArgDoc] = by_name.get(param.name, None)
+            if doc is None:
+                if param.name not in {"self", "cls"}:
+                    self.log(
+                        node, f"Missing documentation for parameter '{param.name}'"
+                    )
+                continue
+
+            if doc.name != param.name:
+                self.log(node, f"Documentation mismatch for '{param.name}': wrong name")
+
+            if doc.type != param.annotation:
+                self.log(node, f"Documentation mismatch for '{param.name}': wrong type")
+
+            if doc.optional != param.optional:
+                self.log(
+                    node,
+                    f"Documentation mismatch for '{param.name}': wrong optionality",
+                )
+
+
+def check_file(path: Path):
+    source: str = path.read_text()
+    tree = ast.parse(source)
+    checker = Checker()
+    checker.visit(tree)
+
+
+def main():
+    folder: Path = (Path(__file__).parent.parent / "midas").resolve()
+    all_files = folder.rglob("*.py")
+    for f in all_files:
+        print(f.relative_to(folder))
+        check_file(f)
+        print()
+
+
+if __name__ == "__main__":
+    main()