diff --git a/singlestoredb/ibis_extras/__init__.py b/singlestoredb/ibis_extras/__init__.py
new file mode 100644
index 00000000..2026d326
--- /dev/null
+++ b/singlestoredb/ibis_extras/__init__.py
@@ -0,0 +1,111 @@
+"""SingleStoreDB extensions for Ibis.
+
+This package adds SingleStoreDB-specific features to the Ibis backend.
+Features are automatically registered on import.
+
+Usage
+-----
+>>> import ibis
+>>> import singlestoredb.ibis_extras  # Auto-registers extensions
+>>>
+>>> con = ibis.singlestoredb.connect(host="...", database="...")
+>>>
+>>> # Variable accessors (from old ibis_singlestoredb)
+>>> con.show.databases()
+>>> con.globals["max_connections"]
+>>> con.vars["autocommit"]
+>>>
+>>> # Backend methods
+>>> con.get_storage_info()
+>>> con.get_workload_metrics()
+>>> con.optimize_table("users")
+>>>
+>>> # Table methods (work on any table from SingleStoreDB)
+>>> t = con.table("users")
+>>> t.optimize()
+>>> t.get_stats()
+"""
+from __future__ import annotations
+
+import warnings
+
+from .mixins import BackendExtensionsMixin
+from .mixins import TableExtensionsMixin
+
+__all__ = [
+    'BackendExtensionsMixin',
+    'TableExtensionsMixin',
+    'is_registered',
+    'register',
+]
+
+_registered = False
+
+
+def _check_collisions(cls: type, mixin: type) -> None:
+    """Check for method collisions between mixin and target class."""
+    mixin_attrs = {
+        name
+        for name in dir(mixin)
+        if not name.startswith('_') and callable(getattr(mixin, name, None))
+    }
+    mixin_props = {
+        name
+        for name in dir(mixin)
+        if not name.startswith('_')
+        and isinstance(getattr(mixin, name, None), property)
+    }
+    mixin_members = mixin_attrs | mixin_props
+
+    existing_attrs = {name for name in dir(cls) if not name.startswith('_')}
+
+    collisions = mixin_members & existing_attrs
+    if collisions:
+        warnings.warn(
+            f'Mixin {mixin.__name__} has methods that collide with '
+            f'{cls.__name__}: {collisions}',
+            stacklevel=3,
+        )
+
+
+def register() -> None:
+    """Register mixins on Backend and ir.Table.
+
+    This is called automatically on import, but can be called
+    explicitly if needed.
+    """
+    global _registered  # noqa: PLW0603
+    if _registered:
+        return
+
+    try:
+        import ibis.expr.types as ir
+        from ibis.backends.singlestoredb import Backend
+    except ImportError as e:
+        raise ImportError(
+            'ibis_extras requires ibis with singlestoredb backend. '
+            'Install with: pip install "singlestoredb[ibis]"',
+        ) from e
+
+    # Check for collisions before adding mixins
+    _check_collisions(Backend, BackendExtensionsMixin)
+    _check_collisions(ir.Table, TableExtensionsMixin)
+
+    # Add mixin to Backend
+    if BackendExtensionsMixin not in Backend.__bases__:
+        Backend.__bases__ = (BackendExtensionsMixin,) + Backend.__bases__
+
+    # Add mixin to ir.Table
+    if TableExtensionsMixin not in ir.Table.__bases__:
+        ir.Table.__bases__ = (TableExtensionsMixin,) + ir.Table.__bases__
+
+    _registered = True
+
+
+def is_registered() -> bool:
+    """Check if extensions have been registered."""
+    return _registered
+
+
+# Auto-register on import
+register()
diff --git a/singlestoredb/ibis_extras/mixins.py b/singlestoredb/ibis_extras/mixins.py
new file mode 100644
index 00000000..b031cc1a
--- /dev/null
+++ b/singlestoredb/ibis_extras/mixins.py
@@ -0,0 +1,211 @@
+"""Mixin classes for SingleStoreDB extensions."""
+from __future__ import annotations
+
+from typing import Any
+from typing import Protocol
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from contextlib import AbstractContextManager
+
+    import ibis.expr.types as ir
+
+    class _BackendProtocol(Protocol):
+        """Protocol defining backend interface used by BackendExtensionsMixin."""
+
+        _client: Any
+
+        @property
+        def current_database(self) -> str: ...
+        def sql(self, query: str) -> ir.Table: ...
+        def raw_sql(self, query: str) -> AbstractContextManager[Any]: ...
+
+    class _TableProtocol(Protocol):
+        """Protocol defining table interface used by TableExtensionsMixin."""
+
+        def get_name(self) -> str: ...
+        def op(self) -> Any: ...
+
+    _BackendBase: type = _BackendProtocol
+    _TableBase: type = _TableProtocol
+else:
+    _BackendBase = object
+    _TableBase = object
+
+
+def _quote_identifier(name: str) -> str:
+    """Quote an identifier (table, database, column name) for safe SQL usage."""
+    # Escape backticks by doubling them (MySQL/SingleStore convention)
+    escaped = name.replace('`', '``')
+    return f'`{escaped}`'
+
+
+def _escape_string_literal(value: str) -> str:
+    """Escape a string value for use in SQL string literals."""
+    # Escape single quotes by doubling them, and escape backslashes
+    return value.replace('\\', '\\\\').replace("'", "''")
+
+
+def _get_table_backend_and_db(
+    table: ir.Table,
+) -> tuple[BackendExtensionsMixin, str | None]:
+    """Get SingleStoreDB backend and database from table."""
+    op = table.op()
+    if hasattr(op, 'source') and op.source.name == 'singlestoredb':
+        db = getattr(getattr(op, 'namespace', None), 'database', None)
+        return op.source, db  # type: ignore[return-value]
+    raise TypeError(
+        f'This method only works with SingleStoreDB tables, '
+        f"got {getattr(op.source, 'name', 'unknown')} backend",
+    )
+
+
+class BackendExtensionsMixin(_BackendBase):
+    """Mixin for SingleStoreDB Backend extensions."""
+
+    __slots__ = ()
+
+    # --- Variable/Show accessors from old ibis_singlestoredb package ---
+
+    @property
+    def show(self) -> Any:
+        """Access to SHOW commands on the server."""
+        return self._client.show
+
+    @property
+    def globals(self) -> Any:
+        """Accessor for global variables in the server."""
+        return self._client.globals
+
+    @property
+    def locals(self) -> Any:
+        """Accessor for local variables in the server."""
+        return self._client.locals
+
+    @property
+    def cluster_globals(self) -> Any:
+        """Accessor for cluster global variables in the server."""
+        return self._client.cluster_globals
+
+    @property
+    def cluster_locals(self) -> Any:
+        """Accessor for cluster local variables in the server."""
+        return self._client.cluster_locals
+
+    @property
+    def vars(self) -> Any:
+        """Accessor for variables in the server."""
+        return self._client.vars
+
+    @property
+    def cluster_vars(self) -> Any:
+        """Accessor for cluster variables in the server."""
+        return self._client.cluster_vars
+
+    # --- New extension methods ---
+
+    def get_storage_info(self, database: str | None = None) -> ir.Table:
+        """Get storage statistics for tables in a database.
+
+        Parameters
+        ----------
+        database
+            Database name. Defaults to current database.
+
+        Returns
+        -------
+        ir.Table
+            Table with storage statistics.
+        """
+        db = _escape_string_literal(database or self.current_database)
+        # S608: db is escaped via _escape_string_literal
+        query = f"""
+            SELECT * FROM information_schema.table_statistics
+            WHERE database_name = '{db}'
+        """  # noqa: S608
+        return self.sql(query)
+
+    def get_workload_metrics(self) -> ir.Table:
+        """Get workload management metrics."""
+        return self.sql(
+            'SELECT * FROM information_schema.mv_workload_management_events',
+        )
+
+    def optimize_table(self, table_name: str, *, database: str | None = None) -> None:
+        """Optimize a specific table.
+
+        Parameters
+        ----------
+        table_name
+            Name of table to optimize.
+        database
+            Database name. Defaults to current database.
+        """
+        db = _quote_identifier(database or self.current_database)
+        table = _quote_identifier(table_name)
+        with self.raw_sql(f'OPTIMIZE TABLE {db}.{table} FULL'):
+            pass
+
+    def get_table_stats(
+        self,
+        table_name: str,
+        *,
+        database: str | None = None,
+    ) -> dict[str, Any]:
+        """Get statistics for a specific table.
+
+        Parameters
+        ----------
+        table_name
+            Name of table.
+        database
+            Database name. Defaults to current database.
+
+        Returns
+        -------
+        dict
+            Table statistics.
+        """
+        db = _escape_string_literal(database or self.current_database)
+        table = _escape_string_literal(table_name)
+        # S608: db and table are escaped via _escape_string_literal
+        result = self.sql(
+            f"""
+            SELECT * FROM information_schema.table_statistics
+            WHERE database_name = '{db}' AND table_name = '{table}'
+        """,  # noqa: S608
+        ).execute()
+        return result.to_dict(orient='records')[0] if len(result) else {}
+
+
+class TableExtensionsMixin(_TableBase):
+    """Mixin for ir.Table extensions (SingleStoreDB only)."""
+
+    __slots__ = ()
+
+    def optimize(self) -> None:
+        """Optimize this table (SingleStoreDB only)."""
+        backend, db = _get_table_backend_and_db(self)
+        backend.optimize_table(self.get_name(), database=db)
+
+    def get_stats(self) -> dict[str, Any]:
+        """Get statistics for this table (SingleStoreDB only)."""
+        backend, db = _get_table_backend_and_db(self)
+        return backend.get_table_stats(self.get_name(), database=db)
+
+    def get_column_statistics(self, column: str | None = None) -> ir.Table:
+        """Get column statistics (SingleStoreDB only).
+
+        Parameters
+        ----------
+        column
+            Specific column name, or None for all columns.
+        """
+        backend, db = _get_table_backend_and_db(self)
+        db_name = db or backend.current_database
+        db_quoted = _quote_identifier(db_name)
+        table = _quote_identifier(self.get_name())
+        query = f'SHOW COLUMNAR_SEGMENT_INDEX ON {db_quoted}.{table}'
+        if column:
+            query += f' COLUMNS ({_quote_identifier(column)})'
+        return backend.sql(query)