diff --git a/pyproject.toml b/pyproject.toml
index 159c85e23..5261b00f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,6 +63,9 @@ module = [
     "feedparser.*",
     "gitlint.*",
     "googleapiclient.*",
+    "google_api_python_client.*",
+    "google_auth_httplib2.*",
+    "google_auth_oauthlib.*",
     "irc.*",
     "mercurial.*",
     "nio.*",
diff --git a/requirements.txt b/requirements.txt
index c5d735436..e0e805d3d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -17,3 +17,4 @@ types-pytz
 types-requests
 gitlint>=0.13.0
 -r ./zulip/integrations/bridge_with_matrix/requirements.txt
+-r ./zulip/integrations/google/requirements.txt
diff --git a/zulip/integrations/google/get-google-credentials b/zulip/integrations/google/get-google-credentials
index bb97e5f69..00f9ca9a8 100755
--- a/zulip/integrations/google/get-google-credentials
+++ b/zulip/integrations/google/get-google-credentials
@@ -2,24 +2,32 @@
 import argparse
 import os
 
-from oauth2client import client, tools
-from oauth2client.file import Storage
+from google.auth.transport.requests import Request
+from google.oauth2.credentials import Credentials
+from google_auth_oauthlib.flow import InstalledAppFlow
 
-flags = argparse.ArgumentParser(parents=[tools.argparser]).parse_args()
+flags = argparse.ArgumentParser(description="Google Calendar Bot")
+flags.add_argument(
+    "--noauth_local_webserver",
+    action="store_true",
+    help="Run OAuth flow in console instead of opening a web browser.",
+)
+args = flags.parse_args()
 
 # If modifying these scopes, delete your previously saved credentials
 # at zulip/bots/gcal/
 # NOTE: When adding more scopes, add them after the previous one in the same field, with a space
 # seperating them.
-SCOPES = "https://www.googleapis.com/auth/calendar.readonly"
+SCOPES = ["https://www.googleapis.com/auth/calendar.readonly"]
 # This file contains the information that google uses to figure out which application is requesting
 # this client's data.
 CLIENT_SECRET_FILE = "client_secret.json"  # noqa: S105
 APPLICATION_NAME = "Zulip Calendar Bot"
 HOME_DIR = os.path.expanduser("~")
+CREDENTIALS_PATH = os.path.join(HOME_DIR, "google-credentials.json")
 
 
-def get_credentials() -> client.Credentials:
+def get_credentials() -> Credentials:
     """Gets valid user credentials from storage.
 
     If nothing has been stored, or if the stored credentials are invalid,
@@ -29,18 +37,31 @@ def get_credentials() -> client.Credentials:
         Credentials, the obtained credential.
     """
 
-    credential_path = os.path.join(HOME_DIR, "google-credentials.json")
+    creds = None
 
-    store = Storage(credential_path)
-    credentials = store.get()
-    if not credentials or credentials.invalid:
-        flow = client.flow_from_clientsecrets(os.path.join(HOME_DIR, CLIENT_SECRET_FILE), SCOPES)
-        flow.user_agent = APPLICATION_NAME
-        # This attempts to open an authorization page in the default web browser, and asks the user
-        # to grant the bot access to their data. If the user grants permission, the run_flow()
-        # function returns new credentials.
-        credentials = tools.run_flow(flow, store, flags)
-        print("Storing credentials to " + credential_path)
+    # Check if the credentials file exists
+    if os.path.exists(CREDENTIALS_PATH):
+        creds = Credentials.from_authorized_user_file(CREDENTIALS_PATH, SCOPES)
 
+    # If there are no valid credentials, initiate the OAuth flow
+    if not creds or not creds.valid:
+        if creds and creds.expired and creds.refresh_token:
+            creds.refresh(Request())
+        else:
+            flow = InstalledAppFlow.from_client_secrets_file(
+                os.path.join(HOME_DIR, CLIENT_SECRET_FILE), SCOPES
+            )
+            if args.noauth_local_webserver:
+                creds = flow.run_console()
+            else:
+                creds = flow.run_local_server(port=0)
+
+        # Save the credentials for future use
+        with open(CREDENTIALS_PATH, "w") as token_file:
+            token_file.write(creds.to_json())
+
+        print("Storing credentials to " + CREDENTIALS_PATH)
+
+    return creds
 
 get_credentials()
diff --git a/zulip/integrations/google/google-calendar b/zulip/integrations/google/google-calendar
index 85906bd46..d56641068 100755
--- a/zulip/integrations/google/google-calendar
+++ b/zulip/integrations/google/google-calendar
@@ -12,21 +12,16 @@ import time
 from typing import List, Optional, Set, Tuple
 
 import dateutil.parser
-import httplib2
 import pytz
-from oauth2client import client
-from oauth2client.file import Storage
-
-try:
-    from googleapiclient import discovery
-except ImportError:
-    logging.exception("Install google-api-python-client")
-    sys.exit(1)
+from google.auth.transport.requests import Request
+from google.oauth2.credentials import Credentials
+from google_auth_oauthlib.flow import InstalledAppFlow
+from googleapiclient.discovery import build
 
 sys.path.append(os.path.join(os.path.dirname(__file__), "../../"))
 import zulip
 
-SCOPES = "https://www.googleapis.com/auth/calendar.readonly"
+SCOPES = ["https://www.googleapis.com/auth/calendar.readonly"]
 CLIENT_SECRET_FILE = "client_secret.json"  # noqa: S105
 APPLICATION_NAME = "Zulip"
 HOME_DIR = os.path.expanduser("~")
@@ -88,33 +83,40 @@ if not options.zulip_email:
 zulip_client = zulip.init_from_options(options)
 
 
-def get_credentials() -> client.Credentials:
+def get_credentials() -> Credentials:
     """Gets valid user credentials from storage.
 
     If nothing has been stored, or if the stored credentials are invalid,
-    an exception is thrown and the user is informed to run the script in this directory to get
-    credentials.
+    the user will be prompted to authenticate.
 
     Returns:
         Credentials, the obtained credential.
     """
-    try:
-        credential_path = os.path.join(HOME_DIR, "google-credentials.json")
+    credential_path = os.path.join(HOME_DIR, "google-credentials.json")
+    creds = None
+
+    # Load credentials from file if they exist
+    if os.path.exists(credential_path):
+        creds = Credentials.from_authorized_user_file(credential_path, SCOPES)
+
+    # If there are no (valid) credentials available, prompt the user to log in.
+    if not creds or not creds.valid:
+        if creds and creds.expired and creds.refresh_token:
+            creds.refresh(Request())
+        else:
+            flow = InstalledAppFlow.from_client_secrets_file(CLIENT_SECRET_FILE, SCOPES)
+            creds = flow.run_local_server(port=0)
+
+        # Save the credentials for the next run
+        with open(credential_path, "w") as token:
+            token.write(creds.to_json())
 
-        store = Storage(credential_path)
-        return store.get()
-    except client.Error:
-        logging.exception("Error while trying to open the `google-credentials.json` file.")
-        sys.exit(1)
-    except OSError:
-        logging.error("Run the get-google-credentials script from this directory first.")
-        sys.exit(1)
+    return creds
 
 
 def populate_events() -> Optional[None]:
     credentials = get_credentials()
-    creds = credentials.authorize(httplib2.Http())
-    service = discovery.build("calendar", "v3", http=creds)
+    service = build("calendar", "v3", credentials=credentials)
 
     now = datetime.datetime.now(pytz.utc).isoformat()
     feed = (
diff --git a/zulip/integrations/google/requirements.txt b/zulip/integrations/google/requirements.txt
index 139c0705b..018523c01 100644
--- a/zulip/integrations/google/requirements.txt
+++ b/zulip/integrations/google/requirements.txt
@@ -1,2 +1,3 @@
-httplib2>=0.22.0
-oauth2client>=4.1.3
+google-api-python-client>=2.157.0
+google-auth-httplib2>=0.2.0
+google-auth-oauthlib>=1.2.1