diff --git a/docs/gl_objects/project_access_tokens.rst b/docs/gl_objects/project_access_tokens.rst
@@ -0,0 +1,34 @@
+#####################
+Project Access Tokens
+#####################
+
+Get a list of project access tokens
+
+References
+----------
+
+* v4 API:
+
+  + :class:`gitlab.v4.objects.ProjectAccessToken`
+  + :class:`gitlab.v4.objects.ProjectAccessTokenManager`
+  + :attr:`gitlab.Gitlab.project_access_tokens`
+
+* GitLab API: https://docs.gitlab.com/ee/api/resource_access_tokens.html
+
+Examples
+--------
+
+List project access tokens::
+
+    access_tokens = gl.projects.get(1, lazy=True).access_tokens.list()
+    print(access_tokens[0].name)
+
+Create project access token::
+
+    access_token = gl.projects.get(1).access_tokens.create({"name": "test", "scopes": ["api"]})
+
+Revoke a project access tokens::
+
+    gl.projects.get(1).access_tokens.delete(42)
+    # or
+    access_token.delete()
diff --git a/gitlab/tests/objects/test_project_access_tokens.py b/gitlab/tests/objects/test_project_access_tokens.py
@@ -0,0 +1,113 @@
+"""
+GitLab API: https://docs.gitlab.com/ee/api/resource_access_tokens.html
+"""
+
+import pytest
+import responses
+
+
+@pytest.fixture
+def resp_list_project_access_token():
+    content = [
+        {
+            "user_id": 141,
+            "scopes": ["api"],
+            "name": "token",
+            "expires_at": "2021-01-31",
+            "id": 42,
+            "active": True,
+            "created_at": "2021-01-20T22:11:48.151Z",
+            "revoked": False,
+        }
+    ]
+
+    with responses.RequestsMock(assert_all_requests_are_fired=False) as rsps:
+        rsps.add(
+            method=responses.GET,
+            url="http://localhost/api/v4/projects/1/access_tokens",
+            json=content,
+            content_type="application/json",
+            status=200,
+        )
+        yield rsps
+
+
+@pytest.fixture
+def resp_create_project_access_token():
+    content = {
+        "user_id": 141,
+        "scopes": ["api"],
+        "name": "token",
+        "expires_at": "2021-01-31",
+        "id": 42,
+        "active": True,
+        "created_at": "2021-01-20T22:11:48.151Z",
+        "revoked": False,
+    }
+
+    with responses.RequestsMock(assert_all_requests_are_fired=False) as rsps:
+        rsps.add(
+            method=responses.POST,
+            url="http://localhost/api/v4/projects/1/access_tokens",
+            json=content,
+            content_type="application/json",
+            status=200,
+        )
+        yield rsps
+
+
+@pytest.fixture
+def resp_revoke_project_access_token():
+    content = [
+        {
+            "user_id": 141,
+            "scopes": ["api"],
+            "name": "token",
+            "expires_at": "2021-01-31",
+            "id": 42,
+            "active": True,
+            "created_at": "2021-01-20T22:11:48.151Z",
+            "revoked": False,
+        }
+    ]
+
+    with responses.RequestsMock(assert_all_requests_are_fired=False) as rsps:
+        rsps.add(
+            method=responses.DELETE,
+            url="http://localhost/api/v4/projects/1/access_tokens/42",
+            json=content,
+            content_type="application/json",
+            status=204,
+        )
+        rsps.add(
+            method=responses.GET,
+            url="http://localhost/api/v4/projects/1/access_tokens",
+            json=content,
+            content_type="application/json",
+            status=200,
+        )
+        yield rsps
+
+
+def test_list_project_access_tokens(gl, resp_list_project_access_token):
+    access_tokens = gl.projects.get(1, lazy=True).access_tokens.list()
+    assert len(access_tokens) == 1
+    assert access_tokens[0].revoked is False
+    assert access_tokens[0].name == "token"
+
+
+def test_create_project_access_token(gl, resp_create_project_access_token):
+    access_tokens = gl.projects.get(1, lazy=True).access_tokens.create(
+        {"name": "test", "scopes": ["api"]}
+    )
+    assert access_tokens.revoked is False
+    assert access_tokens.user_id == 141
+    assert access_tokens.expires_at == "2021-01-31"
+
+
+def test_revoke_project_access_token(
+    gl, resp_list_project_access_token, resp_revoke_project_access_token
+):
+    gl.projects.get(1, lazy=True).access_tokens.delete(42)
+    access_token = gl.projects.get(1, lazy=True).access_tokens.list()[0]
+    access_token.delete()
diff --git a/gitlab/v4/objects/project_access_tokens.py b/gitlab/v4/objects/project_access_tokens.py
@@ -0,0 +1,18 @@
+from gitlab.base import *  # noqa
+from gitlab.mixins import *  # noqa
+
+
+__all__ = [
+    "ProjectAccessToken",
+    "ProjectAccessTokenManager",
+]
+
+
+class ProjectAccessToken(ObjectDeleteMixin, RESTObject):
+    pass
+
+
+class ProjectAccessTokenManager(ListMixin, CreateMixin, DeleteMixin, RESTManager):
+    _path = "/projects/%(project_id)s/access_tokens"
+    _obj_cls = ProjectAccessToken
+    _from_parent_attrs = {"project_id": "id"}
diff --git a/gitlab/v4/objects/projects.py b/gitlab/v4/objects/projects.py
@@ -3,6 +3,7 @@
 from gitlab.base import *  # noqa
 from gitlab.mixins import *  # noqa
 
+from .project_access_tokens import ProjectAccessTokenManager
 from .access_requests import ProjectAccessRequestManager
 from .badges import ProjectBadgeManager
 from .boards import ProjectBoardManager
@@ -94,6 +95,7 @@ class GroupProjectManager(ListMixin, RESTManager):
 class Project(RefreshMixin, SaveMixin, ObjectDeleteMixin, RESTObject):
     _short_print_attr = "path"
     _managers = (
+        ("access_tokens", "ProjectAccessTokenManager"),
         ("accessrequests", "ProjectAccessRequestManager"),
         ("approvals", "ProjectApprovalManager"),
         ("approvalrules", "ProjectApprovalRuleManager"),