diff --git a/docs/cli.rst b/docs/cli.rst
index c07a74f..b3fbc1a 100644
--- a/docs/cli.rst
+++ b/docs/cli.rst
@@ -122,7 +122,21 @@ You can use the ``--json-cols`` option to automatically detect these JSON column
                 }
             ]
         }
-    ]-
+    ]
+
+.. cli_attach:
+
+Attaching additional databases
+------------------------------
+
+SQLite supports cross-database SQL queries, which can join data from tables in more than one database file.
+
+You can attach one or more additional databases using the ``--attach`` option, providing an alias to use for that database and the path to the SQLite file on disk.
+
+This example attaches the ``books.db`` database under the alias ``books`` and then runs a query that combines data from that database with the default ``dogs.db`` database::
+
+    sqlite-utils dogs.db --attach books books.db \
+       'select * from sqlite_master union all select * from books.sqlite_master'
 
 .. _cli_query_csv:
 
diff --git a/docs/python-api.rst b/docs/python-api.rst
index d55f1f0..def0b14 100644
--- a/docs/python-api.rst
+++ b/docs/python-api.rst
@@ -50,7 +50,9 @@ Connections use ``PRAGMA recursive_triggers=on`` by default. If you don't want t
 Attaching additional databases
 ------------------------------
 
-SQLite supports cross-database SQL queries, which can join data from tables in more than one database file. You can attach an additional database using the ``.attach()`` method, providing an alias to use for that database and the path to the SQLite file on disk.
+SQLite supports cross-database SQL queries, which can join data from tables in more than one database file.
+
+You can attach an additional database using the ``.attach()`` method, providing an alias to use for that database and the path to the SQLite file on disk.
 
 .. code-block:: python
 
diff --git a/sqlite_utils/cli.py b/sqlite_utils/cli.py
index 4cb080f..4b51565 100644
--- a/sqlite_utils/cli.py
+++ b/sqlite_utils/cli.py
@@ -1020,6 +1020,12 @@ def drop_view(path, view, load_extension):
     required=True,
 )
 @click.argument("sql")
+@click.option(
+    "--attach",
+    type=(str, click.Path(file_okay=True, dir_okay=False, allow_dash=False)),
+    multiple=True,
+    help="Additional databases to attach - specify alias and filepath",
+)
 @output_options
 @click.option("-r", "--raw", is_flag=True, help="Raw output, first column of first row")
 @click.option(
@@ -1033,6 +1039,7 @@ def drop_view(path, view, load_extension):
 def query(
     path,
     sql,
+    attach,
     nl,
     arrays,
     csv,
@@ -1047,6 +1054,8 @@ def query(
 ):
     "Execute SQL query and return the results as JSON"
     db = sqlite_utils.Database(path)
+    for alias, attach_path in attach:
+        db.attach(alias, attach_path)
     _load_extensions(db, load_extension)
     db.register_fts4_bm25()
     with db.conn:
diff --git a/tests/test_cli.py b/tests/test_cli.py
index ce6e7d5..988b41f 100644
--- a/tests/test_cli.py
+++ b/tests/test_cli.py
@@ -1855,3 +1855,25 @@ def test_csv_import_no_headers(tmpdir, args):
         {"untitled_1": "Cleo", "untitled_2": "Dog", "untitled_3": "5"},
         {"untitled_1": "Tracy", "untitled_2": "Spider", "untitled_3": "7"},
     ]
+
+
+def test_attach(tmpdir):
+    foo_path = str(tmpdir / "foo.db")
+    bar_path = str(tmpdir / "bar.db")
+    db = Database(foo_path)
+    with db.conn:
+        db["foo"].insert({"id": 1, "text": "foo"})
+    db2 = Database(bar_path)
+    with db2.conn:
+        db2["bar"].insert({"id": 1, "text": "bar"})
+    db.attach("bar", bar_path)
+    sql = "select * from foo union all select * from bar.bar"
+    result = CliRunner().invoke(
+        cli.cli,
+        [foo_path, "--attach", "bar", bar_path, sql],
+        catch_exceptions=False,
+    )
+    assert json.loads(result.output) == [
+        {"id": 1, "text": "foo"},
+        {"id": 1, "text": "bar"},
+    ]