diff --git a/msal/application.py b/msal/application.py
index 9d22eace..410086d1 100644
--- a/msal/application.py
+++ b/msal/application.py
@@ -752,6 +752,11 @@ def _acquire_token_silent_by_finding_specific_refresh_token(
             response = client.obtain_token_by_refresh_token(
                 entry, rt_getter=lambda token_item: token_item["secret"],
                 on_removing_rt=rt_remover or self.token_cache.remove_rt,
+                on_obtaining_tokens=lambda event: self.token_cache.add(dict(
+                    event,
+                    environment=authority.instance,
+                    skip_account_creation=True,  # To honor a concurrent remove_account()
+                    )),
                 scope=scopes,
                 headers={
                     CLIENT_REQUEST_ID: correlation_id or _get_new_correlation_id(),
diff --git a/msal/oauth2cli/oauth2.py b/msal/oauth2cli/oauth2.py
index 1d9c21d5..90c1d31b 100644
--- a/msal/oauth2cli/oauth2.py
+++ b/msal/oauth2cli/oauth2.py
@@ -462,6 +462,7 @@ def __init__(self,
     def _obtain_token(
             self, grant_type, params=None, data=None,
             also_save_rt=False,
+            on_obtaining_tokens=None,
             *args, **kwargs):
         _data = data.copy()  # to prevent side effect
         resp = super(Client, self)._obtain_token(
@@ -481,7 +482,7 @@ def _obtain_token(
                 #       but our obtain_token_by_authorization_code(...) encourages
                 #       app developer to still explicitly provide a scope here.
                 scope = _data.get("scope")
-            self.on_obtaining_tokens({
+            (on_obtaining_tokens or self.on_obtaining_tokens)({
                 "client_id": self.client_id,
                 "scope": scope,
                 "token_endpoint": self.configuration["token_endpoint"],
@@ -495,6 +496,7 @@ def obtain_token_by_refresh_token(self, token_item, scope=None,
             rt_getter=lambda token_item: token_item["refresh_token"],
             on_removing_rt=None,
             on_updating_rt=None,
+            on_obtaining_tokens=None,
             **kwargs):
         # type: (Union[str, dict], Union[str, list, set, tuple], Callable) -> dict
         """This is an overload which will trigger token storage callbacks.
diff --git a/msal/token_cache.py b/msal/token_cache.py
index 83fc1891..b7ebbb99 100644
--- a/msal/token_cache.py
+++ b/msal/token_cache.py
@@ -172,7 +172,7 @@ def __add(self, event, now=None):
                     at["key_id"] = data.get("key_id")
                 self.modify(self.CredentialType.ACCESS_TOKEN, at, at)
 
-            if client_info:
+            if client_info and not event.get("skip_account_creation"):
                 account = {
                     "home_account_id": home_account_id,
                     "environment": environment,