diff --git a/pyproject.toml b/pyproject.toml
index 297574ef67e..065d5bc1f21 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,6 +52,7 @@ exclude = [
 ]
 
 [tool.poetry.scripts]
+flwr = "flwr.cli.app:app"
 flower-driver-api = "flwr.server:run_driver_api"
 flower-fleet-api = "flwr.server:run_fleet_api"
 flower-superlink = "flwr.server:run_superlink"
@@ -67,6 +68,7 @@ protobuf = "^4.25.2"
 cryptography = "^41.0.2"
 pycryptodome = "^3.18.0"
 iterators = "^0.0.2"
+typer = { version = "^0.9.0", extras=["all"] }
 # Optional dependencies (VCE)
 ray = { version = "==2.6.3", optional = true }
 pydantic = { version = "<2.0.0", optional = true }
diff --git a/src/py/flwr/cli/__init__.py b/src/py/flwr/cli/__init__.py
new file mode 100644
index 00000000000..d4d3b8ac4d4
--- /dev/null
+++ b/src/py/flwr/cli/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower command line interface."""
diff --git a/src/py/flwr/cli/app.py b/src/py/flwr/cli/app.py
new file mode 100644
index 00000000000..dc390de0354
--- /dev/null
+++ b/src/py/flwr/cli/app.py
@@ -0,0 +1,35 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower command line interface."""
+
+import typer
+
+from .example import example
+from .new import new
+
+app = typer.Typer(
+    help=typer.style(
+        "flwr is the Flower command line interface.",
+        fg=typer.colors.BRIGHT_YELLOW,
+        bold=True,
+    ),
+    no_args_is_help=True,
+)
+
+app.command()(new)
+app.command()(example)
+
+if __name__ == "__main__":
+    app()
diff --git a/src/py/flwr/cli/example.py b/src/py/flwr/cli/example.py
new file mode 100644
index 00000000000..625ca872964
--- /dev/null
+++ b/src/py/flwr/cli/example.py
@@ -0,0 +1,64 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower command line interface `example` command."""
+
+import json
+import os
+import subprocess
+import tempfile
+import urllib.request
+
+from .utils import prompt_options
+
+
+def example() -> None:
+    """Clone a Flower example.
+
+    All examples available in the Flower repository are available through this command.
+    """
+    # Load list of examples directly from GitHub
+    url = "https://api.github.com/repos/adap/flower/git/trees/main"
+    with urllib.request.urlopen(url) as res:
+        data = json.load(res)
+        examples_directory_url = [
+            item["url"] for item in data["tree"] if item["path"] == "examples"
+        ][0]
+
+    with urllib.request.urlopen(examples_directory_url) as res:
+        data = json.load(res)
+        example_names = [
+            item["path"] for item in data["tree"] if item["path"] not in [".gitignore"]
+        ]
+
+    example_name = prompt_options(
+        "Please select example by typing in the number",
+        example_names,
+    )
+
+    with tempfile.TemporaryDirectory() as tmpdirname:
+        subprocess.check_output(
+            [
+                "git",
+                "clone",
+                "--depth=1",
+                "https://github.com/adap/flower.git",
+                tmpdirname,
+            ]
+        )
+        examples_dir = os.path.join(tmpdirname, "examples", example_name)
+        subprocess.check_output(["mv", examples_dir, "."])
+
+        print()
+        print(f"Example ready to use in {os.path.join(os.getcwd(), example_name)}")
diff --git a/src/py/flwr/cli/new/__init__.py b/src/py/flwr/cli/new/__init__.py
new file mode 100644
index 00000000000..a973f47021c
--- /dev/null
+++ b/src/py/flwr/cli/new/__init__.py
@@ -0,0 +1,21 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower command line interface `new` command."""
+
+from .new import new as new
+
+__all__ = [
+    "new",
+]
diff --git a/src/py/flwr/cli/new/new.py b/src/py/flwr/cli/new/new.py
new file mode 100644
index 00000000000..d5db6091344
--- /dev/null
+++ b/src/py/flwr/cli/new/new.py
@@ -0,0 +1,130 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower command line interface `new` command."""
+
+import os
+from enum import Enum
+from string import Template
+from typing import Dict, Optional
+
+import typer
+from typing_extensions import Annotated
+
+from ..utils import prompt_options
+
+
+class MlFramework(str, Enum):
+    """Available frameworks."""
+
+    PYTORCH = "PyTorch"
+    TENSORFLOW = "TensorFlow"
+
+
+class TemplateNotFound(Exception):
+    """Raised when template does not exist."""
+
+
+def load_template(name: str) -> str:
+    """Load template from template directory and return as text."""
+    tpl_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), "templates"))
+    tpl_file_path = os.path.join(tpl_dir, name)
+
+    if not os.path.isfile(tpl_file_path):
+        raise TemplateNotFound(f"Template '{name}' not found")
+
+    with open(tpl_file_path, encoding="utf-8") as tpl_file:
+        return tpl_file.read()
+
+
+def render_template(template: str, data: Dict[str, str]) -> str:
+    """Render template."""
+    tpl_file = load_template(template)
+    tpl = Template(tpl_file)
+    result = tpl.substitute(data)
+    return result
+
+
+def create_file(file_path: str, content: str) -> None:
+    """Create file including all nessecary directories and write content into file."""
+    os.makedirs(os.path.dirname(file_path), exist_ok=True)
+    with open(file_path, "w", encoding="utf-8") as f:
+        f.write(content)
+
+
+def render_and_create(file_path: str, template: str, context: Dict[str, str]) -> None:
+    """Render template and write to file."""
+    content = render_template(template, context)
+    create_file(file_path, content)
+
+
+def new(
+    project_name: Annotated[
+        str,
+        typer.Argument(metavar="project_name", help="The name of the project"),
+    ],
+    framework: Annotated[
+        Optional[MlFramework],
+        typer.Option(case_sensitive=False, help="The ML framework to use"),
+    ] = None,
+) -> None:
+    """Create new Flower project."""
+    print(f"Creating Flower project {project_name}...")
+
+    if framework is not None:
+        framework_str = str(framework.value)
+    else:
+        framework_value = prompt_options(
+            "Please select ML framework by typing in the number",
+            [mlf.value for mlf in MlFramework],
+        )
+        selected_value = [
+            name
+            for name, value in vars(MlFramework).items()
+            if value == framework_value
+        ]
+        framework_str = selected_value[0]
+
+    # Set project directory path
+    cwd = os.getcwd()
+    pnl = project_name.lower()
+    project_dir = os.path.join(cwd, pnl)
+
+    # List of files to render
+    files = {
+        "README.md": {
+            "template": "app/README.md.tpl",
+        },
+        "requirements.txt": {
+            "template": f"app/requirements.{framework_str.lower()}.txt.tpl"
+        },
+        "flower.toml": {"template": "app/flower.toml.tpl"},
+        f"{pnl}/__init__.py": {"template": "app/code/__init__.py.tpl"},
+        f"{pnl}/server.py": {
+            "template": f"app/code/server.{framework_str.lower()}.py.tpl"
+        },
+        f"{pnl}/client.py": {
+            "template": f"app/code/client.{framework_str.lower()}.py.tpl"
+        },
+    }
+    context = {"project_name": project_name}
+
+    for file_path, value in files.items():
+        render_and_create(
+            file_path=os.path.join(project_dir, file_path),
+            template=value["template"],
+            context=context,
+        )
+
+    print("Project creation successful.")
diff --git a/src/py/flwr/cli/new/new_test.py b/src/py/flwr/cli/new/new_test.py
new file mode 100644
index 00000000000..39717bc67ab
--- /dev/null
+++ b/src/py/flwr/cli/new/new_test.py
@@ -0,0 +1,93 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Test for Flower command line interface `new` command."""
+
+import os
+
+from .new import MlFramework, create_file, load_template, new, render_template
+
+
+def test_load_template() -> None:
+    """Test if load_template returns a string."""
+    # Prepare
+    filename = "app/README.md.tpl"
+
+    # Execute
+    text = load_template(filename)
+
+    # Assert
+    assert isinstance(text, str)
+
+
+def test_render_template() -> None:
+    """Test if a string is correctly substituted."""
+    # Prepare
+    filename = "app/README.md.tpl"
+    data = {"project_name": "FedGPT"}
+
+    # Execute
+    result = render_template(filename, data)
+
+    # Assert
+    assert "# FedGPT" in result
+
+
+def test_create_file(tmp_path: str) -> None:
+    """Test if file with content is created."""
+    # Prepare
+    file_path = os.path.join(tmp_path, "test.txt")
+    content = "Foobar"
+
+    # Execute
+    create_file(file_path, content)
+
+    # Assert
+    with open(file_path, encoding="utf-8") as f:
+        text = f.read()
+
+    assert text == "Foobar"
+
+
+def test_new(tmp_path: str) -> None:
+    """Test if project is created for framework."""
+    # Prepare
+    project_name = "FedGPT"
+    framework = MlFramework.PYTORCH
+    expected_files_top_level = {
+        "requirements.txt",
+        "fedgpt",
+        "README.md",
+        "flower.toml",
+    }
+    expected_files_module = {
+        "__init__.py",
+        "server.py",
+        "client.py",
+    }
+
+    # Change into the temprorary directory
+    os.chdir(tmp_path)
+
+    # Execute
+    new(project_name=project_name, framework=framework)
+
+    # Assert
+    file_list = os.listdir(os.path.join(tmp_path, project_name.lower()))
+    assert set(file_list) == expected_files_top_level
+
+    file_list = os.listdir(
+        os.path.join(tmp_path, project_name.lower(), project_name.lower())
+    )
+    assert set(file_list) == expected_files_module
diff --git a/src/py/flwr/cli/new/templates/__init__.py b/src/py/flwr/cli/new/templates/__init__.py
new file mode 100644
index 00000000000..7a951c2da1a
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower CLI `new` command templates."""
diff --git a/src/py/flwr/cli/new/templates/app/README.md.tpl b/src/py/flwr/cli/new/templates/app/README.md.tpl
new file mode 100644
index 00000000000..7904fa8d3a3
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/README.md.tpl
@@ -0,0 +1,33 @@
+# $project_name
+
+## Install dependencies
+
+```bash
+pip install -r requirements.txt
+```
+
+## Start the SuperLink
+
+```bash
+flower-superlink --insecure
+```
+
+## Start the long-running Flower client
+
+In a new terminal window, start the first long-running Flower client:
+
+```bash
+flower-client-app client:app --insecure
+```
+
+In yet another new terminal window, start the second long-running Flower client:
+
+```bash
+flower-client-app client:app --insecure
+```
+
+## Start the ServerApp
+
+```bash
+flower-server-app server:app --insecure
+```
diff --git a/src/py/flwr/cli/new/templates/app/__init__.py b/src/py/flwr/cli/new/templates/app/__init__.py
new file mode 100644
index 00000000000..617628fc913
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower CLI `new` command app templates."""
diff --git a/src/py/flwr/cli/new/templates/app/code/__init__.py b/src/py/flwr/cli/new/templates/app/code/__init__.py
new file mode 100644
index 00000000000..7f1a0e9f4fa
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/code/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower CLI `new` command app / code templates."""
diff --git a/src/py/flwr/cli/new/templates/app/code/__init__.py.tpl b/src/py/flwr/cli/new/templates/app/code/__init__.py.tpl
new file mode 100644
index 00000000000..57998c81efb
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/code/__init__.py.tpl
@@ -0,0 +1 @@
+"""$project_name."""
diff --git a/src/py/flwr/cli/new/templates/app/code/client.pytorch.py.tpl b/src/py/flwr/cli/new/templates/app/code/client.pytorch.py.tpl
new file mode 100644
index 00000000000..006d00f75e4
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/code/client.pytorch.py.tpl
@@ -0,0 +1 @@
+"""$project_name: A Flower / PyTorch app."""
diff --git a/src/py/flwr/cli/new/templates/app/code/client.tensorflow.py.tpl b/src/py/flwr/cli/new/templates/app/code/client.tensorflow.py.tpl
new file mode 100644
index 00000000000..cc00f8ff0b8
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/code/client.tensorflow.py.tpl
@@ -0,0 +1 @@
+"""$project_name: A Flower / TensorFlow app."""
diff --git a/src/py/flwr/cli/new/templates/app/code/server.pytorch.py.tpl b/src/py/flwr/cli/new/templates/app/code/server.pytorch.py.tpl
new file mode 100644
index 00000000000..006d00f75e4
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/code/server.pytorch.py.tpl
@@ -0,0 +1 @@
+"""$project_name: A Flower / PyTorch app."""
diff --git a/src/py/flwr/cli/new/templates/app/code/server.tensorflow.py.tpl b/src/py/flwr/cli/new/templates/app/code/server.tensorflow.py.tpl
new file mode 100644
index 00000000000..cc00f8ff0b8
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/code/server.tensorflow.py.tpl
@@ -0,0 +1 @@
+"""$project_name: A Flower / TensorFlow app."""
diff --git a/src/py/flwr/cli/new/templates/app/flower.toml.tpl b/src/py/flwr/cli/new/templates/app/flower.toml.tpl
new file mode 100644
index 00000000000..4dd7117bc3a
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/flower.toml.tpl
@@ -0,0 +1,10 @@
+[flower]
+name = "$project_name"
+version = "1.0.0"
+description = ""
+license = "Apache-2.0"
+authors = ["The Flower Authors <hello@flower.ai>"]
+
+[components]
+serverapp = "$project_name.server:app"
+clientapp = "$project_name.client:app"
diff --git a/src/py/flwr/cli/new/templates/app/requirements.pytorch.txt.tpl b/src/py/flwr/cli/new/templates/app/requirements.pytorch.txt.tpl
new file mode 100644
index 00000000000..d9426e0b62c
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/requirements.pytorch.txt.tpl
@@ -0,0 +1,4 @@
+flwr>=1.8, <2.0
+flwr-datasets[vision]>=0.0.2, <1.0.0
+torch==1.13.1
+torchvision==0.14.1
diff --git a/src/py/flwr/cli/new/templates/app/requirements.tensorflow.txt.tpl b/src/py/flwr/cli/new/templates/app/requirements.tensorflow.txt.tpl
new file mode 100644
index 00000000000..4fe7bfdc1e8
--- /dev/null
+++ b/src/py/flwr/cli/new/templates/app/requirements.tensorflow.txt.tpl
@@ -0,0 +1,4 @@
+flwr>=1.8, <2.0
+flwr-datasets[vision]>=0.0.2, <1.0.0
+tensorflow-macos>=2.9.1, != 2.11.1 ; sys_platform == "darwin" and platform_machine == "arm64"
+tensorflow-cpu>=2.9.1, != 2.11.1 ; platform_machine == "x86_64"
diff --git a/src/py/flwr/cli/utils.py b/src/py/flwr/cli/utils.py
new file mode 100644
index 00000000000..d61189ffc4e
--- /dev/null
+++ b/src/py/flwr/cli/utils.py
@@ -0,0 +1,54 @@
+# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Flower command line interface utils."""
+
+from typing import List
+
+import typer
+
+
+def prompt_options(text: str, options: List[str]) -> str:
+    """Ask user to select one of the given options and return the selected item."""
+    # Turn options into a list with index as in " [ 0] quickstart-pytorch"
+    options_formatted = [
+        " [ "
+        + typer.style(index, fg=typer.colors.GREEN, bold=True)
+        + "]"
+        + f" {typer.style(name, fg=typer.colors.WHITE, bold=True)}"
+        for index, name in enumerate(options)
+    ]
+
+    while True:
+        index = typer.prompt(
+            "\n"
+            + typer.style(f"💬 {text}", fg=typer.colors.MAGENTA, bold=True)
+            + "\n\n"
+            + "\n".join(options_formatted)
+            + "\n\n\n"
+        )
+        try:
+            options[int(index)]  # pylint: disable=expression-not-assigned
+            break
+        except IndexError:
+            print(typer.style("❌ Index out of range", fg=typer.colors.RED, bold=True))
+            continue
+        except ValueError:
+            print(
+                typer.style("❌ Please choose a number", fg=typer.colors.RED, bold=True)
+            )
+            continue
+
+    result = options[int(index)]
+    return result