diff --git a/README.md b/README.md
index 565de0b..2d68ad4 100644
--- a/README.md
+++ b/README.md
@@ -98,8 +98,73 @@ Options:
   --help  Show this message and exit.
 
 Commands:
-  add   Add an alias
-  list  List aliases
+  add     Add an alias
+  list    List aliases
+  remove  Remove an alias
+
+```
+<!-- [[[end]]] -->
+
+### dclient alias list --help
+
+<!-- [[[cog
+import cog
+result = runner.invoke(cli.cli, ["alias", "list", "--help"])
+help = result.output.replace("Usage: cli", "Usage: dclient")
+cog.out(
+    "```\n{}\n```".format(help)
+)
+]]] -->
+```
+Usage: dclient alias list [OPTIONS]
+
+  List aliases
+
+Options:
+  --json  Output raw JSON
+  --help  Show this message and exit.
+
+```
+<!-- [[[end]]] -->
+
+### dclient alias add --help
+
+<!-- [[[cog
+import cog
+result = runner.invoke(cli.cli, ["alias", "add", "--help"])
+help = result.output.replace("Usage: cli", "Usage: dclient")
+cog.out(
+    "```\n{}\n```".format(help)
+)
+]]] -->
+```
+Usage: dclient alias add [OPTIONS] NAME URL
+
+  Add an alias
+
+Options:
+  --help  Show this message and exit.
+
+```
+<!-- [[[end]]] -->
+
+### dclient alias remove --help
+
+<!-- [[[cog
+import cog
+result = runner.invoke(cli.cli, ["alias", "remove", "--help"])
+help = result.output.replace("Usage: cli", "Usage: dclient")
+cog.out(
+    "```\n{}\n```".format(help)
+)
+]]] -->
+```
+Usage: dclient alias remove [OPTIONS] NAME
+
+  Remove an alias
+
+Options:
+  --help  Show this message and exit.
 
 ```
 <!-- [[[end]]] -->
diff --git a/dclient/cli.py b/dclient/cli.py
index 062af17..8e64414 100644
--- a/dclient/cli.py
+++ b/dclient/cli.py
@@ -49,12 +49,16 @@ def alias():
 
 
 @alias.command(name="list")
-def list_():
+@click.option("_json", "--json", is_flag=True, help="Output raw JSON")
+def list_(_json):
     "List aliases"
     aliases_file = get_config_dir() / "aliases.json"
     aliases = _load_aliases(aliases_file)
-    for alias, url in aliases.items():
-        click.echo(f"{alias} = {url}")
+    if _json:
+        click.echo(json.dumps(aliases, indent=2))
+    else:
+        for alias, url in aliases.items():
+            click.echo(f"{alias} = {url}")
 
 
 @alias.command()
@@ -70,6 +74,20 @@ def add(name, url):
     aliases_file.write_text(json.dumps(aliases, indent=4))
 
 
+@alias.command()
+@click.argument("name")
+def remove(name):
+    "Remove an alias"
+    config_dir = get_config_dir()
+    aliases_file = config_dir / "aliases.json"
+    aliases = _load_aliases(aliases_file)
+    if name in aliases:
+        del aliases[name]
+        aliases_file.write_text(json.dumps(aliases, indent=4))
+    else:
+        raise click.ClickException("No such alias")
+
+
 def _load_aliases(aliases_file):
     if aliases_file.exists():
         aliases = json.loads(aliases_file.read_text())
diff --git a/tests/test_query.py b/tests/test_query.py
index 2621845..d5ad08c 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -57,6 +57,11 @@ def test_aliases(mocker, tmpdir, httpx_mock):
     assert result.exit_code == 0
     assert result.output == "foo = https://example.com/foo\n"
 
+    # --json mode:
+    result = runner.invoke(cli, ["alias", "list", "--json"])
+    assert result.exit_code == 0
+    assert json.loads(result.output) == {"foo": "https://example.com/foo"}
+
     # Check the aliases file
     aliases_file = pathlib.Path(tmpdir) / "aliases.json"
     assert json.loads(aliases_file.read_text()) == {"foo": "https://example.com/foo"}
@@ -84,3 +89,13 @@ def test_aliases(mocker, tmpdir, httpx_mock):
     # Should have hit https://example.com/foo.json
     url = httpx_mock.get_request().url
     assert url == "https://example.com/foo.json?sql=select+11+%2A+3&_shape=objects"
+
+    # Remove alias
+    result = runner.invoke(cli, ["alias", "remove", "invalid"])
+    assert result.exit_code == 1
+    assert result.output == "Error: No such alias\n"
+
+    result = runner.invoke(cli, ["alias", "remove", "foo"])
+    assert result.exit_code == 0
+    assert result.output == ""
+    assert json.loads(aliases_file.read_text()) == {}