diff --git a/scripts/xfails_tracker.py b/scripts/xfails_tracker.py
new file mode 100644
index 0000000000..02da8ff737
--- /dev/null
+++ b/scripts/xfails_tracker.py
@@ -0,0 +1,377 @@
+#!/usr/bin/env python3
+"""
+XFails Tracker - Report Generator for pytest.mark.xfail markers
+
+This script scans the test suite for xfail markers and generates a report
+showing the total number of xfails and their reasons.
+
+Usage:
+    python scripts/xfails_tracker.py
+"""
+
+import ast
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+from pathlib import Path
+from typing import List, Dict, Optional
+
+
+@dataclass
+class XFailInfo:
+    """Information about a single xfail marker."""
+
+    file_path: str
+    line_number: int
+    test_name: str
+    reason: str
+    condition: Optional[str]
+    strict: Optional[bool]
+    xfail_type: str  # 'decorator', 'parameter', or 'runtime'
+
+    def __str__(self):
+        return f"{self.file_path}:{self.line_number} - {self.test_name}"
+
+
+class XFailCollector(ast.NodeVisitor):
+    """AST visitor to collect xfail markers from test files."""
+
+    def __init__(self, file_path: str):
+        self.file_path = file_path
+        self.xfails: List[XFailInfo] = []
+        self.current_function_name: Optional[str] = None
+        self.in_test_function: bool = False
+
+    def visit_FunctionDef(self, node: ast.FunctionDef):
+        """Visit function definitions to check for xfail decorators."""
+        # Save the current function name for context
+        old_function_name = self.current_function_name
+        old_in_test_function = self.in_test_function
+
+        self.current_function_name = node.name
+        # Check if this is a test function (starts with "test_" or has @pytest marks)
+        self.in_test_function = node.name.startswith("test_") or any(
+            self._has_pytest_mark(dec) for dec in node.decorator_list
+        )
+
+        # Check decorators for xfail markers
+        for decorator in node.decorator_list:
+            self._check_decorator(decorator, node.name, node.lineno)
+
+        # Continue visiting child nodes (to find parametrize xfails and runtime calls)
+        self.generic_visit(node)
+
+        # Restore previous function name and test status
+        self.current_function_name = old_function_name
+        self.in_test_function = old_in_test_function
+
+    def visit_Call(self, node: ast.Call):
+        """Visit function calls to find pytest.param with xfail marks and runtime xfails."""
+        # Check if this is a pytest.param call
+        if self._is_pytest_param_call(node):
+            # Look for marks keyword argument
+            for keyword in node.keywords:
+                if keyword.arg == "marks":
+                    self._check_marks_argument(keyword.value, node.lineno)
+
+        # Check if this is a runtime pytest.xfail() call
+        # Note: We check for xfails even outside test functions, as they can be in helper functions
+        elif self._is_pytest_xfail_call(node):
+            self._extract_runtime_xfail(node)
+
+        self.generic_visit(node)
+
+    def _is_pytest_param_call(self, node: ast.Call) -> bool:
+        """Check if a call is pytest.param."""
+        if isinstance(node.func, ast.Attribute):
+            if node.func.attr == "param" and isinstance(node.func.value, ast.Name):
+                if node.func.value.id == "pytest":
+                    return True
+        return False
+
+    def _is_pytest_xfail_call(self, node: ast.Call) -> bool:
+        """Check if a call is pytest.xfail()."""
+        if isinstance(node.func, ast.Attribute):
+            if node.func.attr == "xfail" and isinstance(node.func.value, ast.Name):
+                if node.func.value.id == "pytest":
+                    return True
+        return False
+
+    def _has_pytest_mark(self, node) -> bool:
+        """Check if a decorator is a pytest mark."""
+        if isinstance(node, ast.Attribute):
+            if node.attr in ["parametrize", "xfail", "skip"] and isinstance(
+                node.value, ast.Attribute
+            ):
+                if node.value.attr == "mark" and isinstance(node.value.value, ast.Name):
+                    if node.value.value.id == "pytest":
+                        return True
+        elif isinstance(node, ast.Call):
+            return self._has_pytest_mark(node.func)
+        return False
+
+    def _check_decorator(self, decorator, test_name: str, lineno: int):
+        """Check if a decorator is an xfail marker."""
+        # Handle @pytest.mark.xfail(...)
+        if isinstance(decorator, ast.Call):
+            if self._is_xfail_marker(decorator.func):
+                self._extract_xfail_info(decorator, test_name, lineno, "decorator")
+        # Handle @pytest.mark.xfail (without parentheses)
+        elif self._is_xfail_marker(decorator):
+            self.xfails.append(
+                XFailInfo(
+                    file_path=self.file_path,
+                    line_number=lineno,
+                    test_name=test_name,
+                    reason="No reason provided",
+                    condition=None,
+                    strict=None,
+                    xfail_type="decorator",
+                )
+            )
+
+    def _check_marks_argument(self, marks_node, lineno: int):
+        """Check the marks argument in pytest.param for xfail markers."""
+        # marks can be a single marker or a list of markers
+        if isinstance(marks_node, ast.Call) and self._is_xfail_marker(marks_node.func):
+            test_name = self.current_function_name or "unknown"
+            self._extract_xfail_info(marks_node, test_name, lineno, "parameter")
+        elif isinstance(marks_node, (ast.List, ast.Tuple)):
+            for mark in marks_node.elts:
+                if isinstance(mark, ast.Call) and self._is_xfail_marker(mark.func):
+                    test_name = self.current_function_name or "unknown"
+                    self._extract_xfail_info(mark, test_name, lineno, "parameter")
+
+    def _is_xfail_marker(self, node) -> bool:
+        """Check if a node represents pytest.mark.xfail."""
+        if isinstance(node, ast.Attribute):
+            if node.attr == "xfail" and isinstance(node.value, ast.Attribute):
+                if (
+                    node.value.attr == "mark"
+                    and isinstance(node.value.value, ast.Name)
+                    and node.value.value.id == "pytest"
+                ):
+                    return True
+        return False
+
+    def _extract_xfail_info(
+        self, call_node: ast.Call, test_name: str, lineno: int, xfail_type: str
+    ):
+        """Extract information from an xfail marker call."""
+        reason = "No reason provided"
+        condition = None
+        strict = None
+
+        # Check positional arguments (first arg might be condition)
+        if call_node.args:
+            condition = self._ast_to_string(call_node.args[0])
+
+        # Check keyword arguments
+        for keyword in call_node.keywords:
+            if keyword.arg == "reason":
+                reason = self._get_string_value(keyword.value)
+            elif keyword.arg == "strict":
+                strict = self._get_bool_value(keyword.value)
+            elif keyword.arg is None:  # **kwargs
+                pass
+
+        self.xfails.append(
+            XFailInfo(
+                file_path=self.file_path,
+                line_number=lineno,
+                test_name=test_name,
+                reason=reason,
+                condition=condition,
+                strict=strict,
+                xfail_type=xfail_type,
+            )
+        )
+
+    def _get_string_value(self, node) -> str:
+        """Extract string value from an AST node."""
+        if isinstance(node, ast.Constant):
+            return str(node.value)
+        elif isinstance(node, ast.JoinedStr):  # f-string
+            return self._ast_to_string(node)
+        else:
+            return self._ast_to_string(node)
+
+    def _get_bool_value(self, node) -> Optional[bool]:
+        """Extract boolean value from an AST node."""
+        if isinstance(node, ast.Constant):
+            if isinstance(node.value, bool):
+                return node.value
+        return None
+
+    def _ast_to_string(self, node) -> str:
+        """Convert an AST node to a string representation."""
+        try:
+            return ast.unparse(node)
+        except AttributeError:
+            # Python < 3.9 doesn't have ast.unparse
+            return ast.dump(node)
+
+    def _extract_runtime_xfail(self, call_node: ast.Call):
+        """Extract information from a runtime pytest.xfail() call."""
+        test_name = self.current_function_name or "unknown"
+        reason = "No reason provided"
+        condition = (
+            None  # Runtime xfails are already conditional (inside if statements)
+        )
+
+        # The first positional argument is typically the reason
+        if call_node.args:
+            reason = self._get_string_value(call_node.args[0])
+
+        # Check keyword arguments
+        for keyword in call_node.keywords:
+            if keyword.arg == "reason":
+                reason = self._get_string_value(keyword.value)
+
+        self.xfails.append(
+            XFailInfo(
+                file_path=self.file_path,
+                line_number=call_node.lineno,
+                test_name=test_name,
+                reason=reason,
+                condition=condition,
+                strict=None,
+                xfail_type="runtime",
+            )
+        )
+
+
+def find_test_files(tests_dir: Path) -> List[Path]:
+    """Find all Python test files in the tests directory."""
+    test_files = []
+    # Find test files
+    for pattern in ["test_*.py", "*_test.py"]:
+        test_files.extend(tests_dir.rglob(pattern))
+    # Also find utility files that might contain xfail calls (like utils.py, conftest.py)
+    for pattern in ["utils.py", "conftest.py", "helpers.py"]:
+        test_files.extend(tests_dir.rglob(pattern))
+    return sorted(set(test_files))  # Remove duplicates
+
+
+def collect_xfails(test_files: List[Path]) -> List[XFailInfo]:
+    """Collect all xfail markers from test files."""
+    all_xfails = []
+
+    for test_file in test_files:
+        try:
+            with open(test_file, "r", encoding="utf-8") as f:
+                content = f.read()
+
+            tree = ast.parse(content, filename=str(test_file))
+            collector = XFailCollector(str(test_file))
+            collector.visit(tree)
+            all_xfails.extend(collector.xfails)
+
+        except SyntaxError as e:
+            print(f"Warning: Syntax error in {test_file}: {e}", file=sys.stderr)
+        except Exception as e:
+            print(f"Warning: Error processing {test_file}: {e}", file=sys.stderr)
+
+    return all_xfails
+
+
+def group_xfails_by_reason(xfails: List[XFailInfo]) -> Dict[str, List[XFailInfo]]:
+    """Group xfails by their reason."""
+    grouped = defaultdict(list)
+    for xfail in xfails:
+        grouped[xfail.reason].append(xfail)
+    return dict(grouped)
+
+
+def format_table(xfails: List[XFailInfo], workspace_root: Path) -> str:
+    """Format xfails as a table."""
+    if not xfails:
+        return "No xfails found in the test suite! 🎉"
+
+    # Group by reason
+    grouped = group_xfails_by_reason(xfails)
+
+    # Build the report
+    lines = []
+    lines.append("=" * 100)
+    lines.append("XFAILS REPORT")
+    lines.append("=" * 100)
+    lines.append(f"\nTotal xfails: {len(xfails)}")
+    lines.append(f"Unique reasons: {len(grouped)}")
+    lines.append("\n")
+
+    # Summary table
+    lines.append("-" * 100)
+    lines.append(f"{'Reason':<60} {'Count':>10} {'Type':>15}")
+    lines.append("-" * 100)
+
+    # Sort by count (descending)
+    sorted_reasons = sorted(grouped.items(), key=lambda x: len(x[1]), reverse=True)
+
+    for reason, xfails_list in sorted_reasons:
+        count = len(xfails_list)
+        # Get the most common type for this reason
+        types = [x.xfail_type for x in xfails_list]
+        type_str = max(set(types), key=types.count)
+        # Truncate long reasons
+        display_reason = reason if len(reason) <= 58 else reason[:55] + "..."
+        lines.append(f"{display_reason:<60} {count:>10} {type_str:>15}")
+
+    lines.append("-" * 100)
+    lines.append("\n")
+
+    # Detailed breakdown
+    lines.append("=" * 100)
+    lines.append("DETAILED BREAKDOWN BY REASON")
+    lines.append("=" * 100)
+
+    for reason, xfails_list in sorted_reasons:
+        lines.append(f"\n[{len(xfails_list)} xfails] {reason}")
+        lines.append("-" * 100)
+
+        for xfail in xfails_list:
+            # Make path relative to workspace root
+            try:
+                rel_path = Path(xfail.file_path).relative_to(workspace_root)
+            except ValueError:
+                rel_path = Path(xfail.file_path)
+
+            location = f"{rel_path}:{xfail.line_number}"
+            lines.append(f"  • {location}")
+            lines.append(f"    Test: {xfail.test_name}")
+            lines.append(f"    Type: {xfail.xfail_type}")
+            if xfail.condition:
+                lines.append(f"    Condition: {xfail.condition}")
+            if xfail.strict is not None:
+                lines.append(f"    Strict: {xfail.strict}")
+            lines.append("")
+
+    lines.append("=" * 100)
+
+    return "\n".join(lines)
+
+
+def main():
+    # Determine workspace root and tests directory
+    workspace_root = Path(__file__).parent.parent
+    tests_dir = workspace_root / "tests"
+
+    if not tests_dir.exists():
+        print(f"Error: Tests directory not found: {tests_dir}", file=sys.stderr)
+        sys.exit(1)
+
+    # Find and process test files
+    print(f"Scanning for test files in {tests_dir}...", file=sys.stderr)
+    test_files = find_test_files(tests_dir)
+    print(f"Found {len(test_files)} test files", file=sys.stderr)
+
+    print("Collecting xfail markers...", file=sys.stderr)
+    xfails = collect_xfails(test_files)
+
+    # Format and print output as table
+    output = format_table(xfails, workspace_root)
+    print(output)
+
+
+if __name__ == "__main__":
+    main()