diff --git a/docs/python-api.rst b/docs/python-api.rst
index 149c3a2..fa814b3 100644
--- a/docs/python-api.rst
+++ b/docs/python-api.rst
@@ -98,6 +98,12 @@ If you want to create an in-memory database, you can do so like this:
 
     db = Database(memory=True)
 
+You can also create a named in-memory database. Unlike regular memory databases these can be accessed by multiple threads, provided at least one reference to the database still exists. `del db` will clear the database from memory.
+
+.. code-block:: python
+
+    db = Database(memory_name="my_shared_database")
+
 Connections use ``PRAGMA recursive_triggers=on`` by default. If you don't want to use `recursive triggers <https://www.sqlite.org/pragma.html#pragma_recursive_triggers>`__ you can turn them off using:
 
 .. code-block:: python
diff --git a/sqlite_utils/db.py b/sqlite_utils/db.py
index 1927f41..1bae5ad 100644
--- a/sqlite_utils/db.py
+++ b/sqlite_utils/db.py
@@ -278,6 +278,7 @@ class Database:
     - ``filename_or_conn`` - String path to a file, or a ``pathlib.Path`` object, or a
       ``sqlite3`` connection
     - ``memory`` - set to ``True`` to create an in-memory database
+    - ``memory_name`` - creates a named in-memory database that can be shared across multiple connections.
     - ``recreate`` - set to ``True`` to delete and recreate a file database (**dangerous**)
     - ``recursive_triggers`` - defaults to ``True``, which sets ``PRAGMA recursive_triggers=on;`` -
       set to ``False`` to avoid setting this pragma
@@ -294,15 +295,23 @@ class Database:
         self,
         filename_or_conn: Union[str, pathlib.Path, sqlite3.Connection] = None,
         memory: bool = False,
+        memory_name: str = None,
         recreate: bool = False,
         recursive_triggers: bool = True,
         tracer: Callable = None,
         use_counts_table: bool = False,
     ):
-        assert (filename_or_conn is not None and not memory) or (
-            filename_or_conn is None and memory
+        assert (filename_or_conn is not None and (not memory and not memory_name)) or (
+            filename_or_conn is None and (memory or memory_name)
         ), "Either specify a filename_or_conn or pass memory=True"
-        if memory or filename_or_conn == ":memory:":
+        if memory_name:
+            uri = "file:{}?mode=memory&cache=shared".format(memory_name)
+            self.conn = sqlite3.connect(
+                uri,
+                uri=True,
+                check_same_thread=False,
+            )
+        elif memory or filename_or_conn == ":memory:":
             self.conn = sqlite3.connect(":memory:")
         elif isinstance(filename_or_conn, (str, pathlib.Path)):
             if recreate and os.path.exists(filename_or_conn):
diff --git a/tests/test_constructor.py b/tests/test_constructor.py
index 924df66..36ab1bc 100644
--- a/tests/test_constructor.py
+++ b/tests/test_constructor.py
@@ -9,3 +9,10 @@ def test_recursive_triggers():
 def test_recursive_triggers_off():
     db = Database(memory=True, recursive_triggers=False)
     assert not db.execute("PRAGMA recursive_triggers").fetchone()[0]
+
+
+def test_memory_name():
+    db1 = Database(memory_name="shared")
+    db2 = Database(memory_name="shared")
+    db1["dogs"].insert({"name": "Cleo"})
+    assert list(db2["dogs"].rows) == [{"name": "Cleo"}]