diff --git a/aiocache/decorators.pyi b/aiocache/decorators.pyi
new file mode 100644
index 00000000..1a45cac8
--- /dev/null
+++ b/aiocache/decorators.pyi
@@ -0,0 +1,217 @@
+from typing import (
+    Callable,
+    Concatenate,
+    Mapping,
+    ParamSpec,
+    Protocol,
+    Sequence,
+    Type,
+    TypeVar,
+    overload,
+)
+
+from aiocache import BaseCache, Cache
+from aiocache.plugins import BasePlugin
+from aiocache.serializers import BaseSerializer
+
+Params = ParamSpec("Params")
+ReturnType = TypeVar("ReturnType")
+DecoratorKWArgs = TypeVar("DecoratorKWArgs")
+SerializerType = TypeVar("SerializerType", bound=BaseSerializer)
+CacheType = TypeVar("CacheType", bound=BaseCache)
+MCReturnType = TypeVar("MCReturnType", bound=Mapping)
+MCKey = TypeVar("MCKey")
+MCVal = TypeVar("MCVal")
+
+class CachedBaseProtocol(Protocol[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]):
+    ttl: int | None
+    namespace: str | None
+    serializer: SerializerType | None
+    plugins: Sequence[BasePlugin] | None
+    alias: str | None
+
+    cache: CacheType
+    _cache: CacheType
+    _serializer: SerializerType
+    _namespace: str | None
+    _plugins: Sequence[BasePlugin] | None
+    _kwargs: dict[str, DecoratorKWArgs]
+
+class CachedDecorated(
+    CachedBaseProtocol[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]
+):
+    key_builder: Callable[Params, str] | None
+    skip_cache_func: Callable[[ReturnType], bool] | None
+    noself: bool
+
+    def __call__(self, *args: Params.args, **kwargs: Params.kwargs) -> ReturnType: ...
+    def get_cache_key(self, *args: Params.args, **kwargs: Params.kwargs) -> str: ...
+    async def get_from_cache(self, key: str) -> ReturnType | None: ...
+    async def set_in_cache(self, key: str, value: ReturnType) -> None: ...
+
+class CachedStampedeDecorated(
+    CachedDecorated[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]
+):
+    lease: int
+
+class MultiCachedDecorated(
+    CachedBaseProtocol[
+        CacheType, Params, MCReturnType[MCKey, MCVal], SerializerType, DecoratorKWArgs
+    ]
+):
+    keys_from_attr: str
+    key_builder: (
+        Callable[
+            Concatenate[
+                MCKey,
+                MultiCachedDecorated[
+                    CacheType,
+                    Params,
+                    MCReturnType[MCKey, MCVal],
+                    SerializerType,
+                    DecoratorKWArgs,
+                ],
+                Params,
+            ],
+            str,
+        ]
+        | None
+    )
+    skip_cache_func: Callable[[MCKey, MCVal], bool] | None
+
+    def __call__(
+        self,
+        *args: Params.args,
+        cache_read: bool = True,
+        cache_write: bool = True,
+        aiocache_wait_for_write: bool = True,
+        **kwargs: Params.kwargs,
+    ) -> MCReturnType: ...
+    def get_cache_keys(
+        self,
+        f: MultiCachedDecorated[
+            CacheType, Params, MCReturnType[MCKey, MCVal], SerializerType, DecoratorKWArgs
+        ],
+        *args: Params.args,
+        **kwargs: Params.kwargs,
+    ) -> str: ...
+    async def get_from_cache(self, *keys: MCKey) -> list[MCVal | None]: ...
+    async def set_in_cache(
+        self,
+        result: MCReturnType[MCKey, MCVal],
+        fn: MultiCachedDecorated[
+            CacheType, Params, MCReturnType[MCKey, MCVal], SerializerType, DecoratorKWArgs
+        ],
+        fn_args: Params.args,
+        fn_kwargs: Params.kwargs,
+    ) -> None: ...
+
+@overload
+def cached(
+    ttl: int | None = None,
+    *,
+    key_builder: Callable[Params, str] | None = None,
+    skip_cache_func: Callable[[ReturnType], bool] | None = None,
+    cache: Type[CacheType] = Cache.MEMORY,
+    noself: bool = False,
+    alias: str,
+    **kwargs: DecoratorKWArgs,
+) -> CachedDecorated[CacheType, Params, ReturnType, None, DecoratorKWArgs]: ...
+@overload
+def cached(
+    ttl: int | None = None,
+    *,
+    key_builder: Callable[Params, str] | None = None,
+    skip_cache_func: Callable[[ReturnType], bool] | None = None,
+    cache: Type[CacheType] = Cache.MEMORY,
+    noself: bool = False,
+    namespace: str | None = None,
+    serializer: SerializerType | None = None,
+    plugins: Sequence[BasePlugin] | None = None,
+    alias: None = None,
+    **kwargs: DecoratorKWArgs,
+) -> CachedDecorated[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]: ...
+@overload
+def cached_stampede(
+    lease: int = 2,
+    ttl: int | None = None,
+    *,
+    key_builder: Callable[Params, str] | None = None,
+    skip_cache_func: Callable[[ReturnType], bool] | None = None,
+    cache: Type[CacheType] = Cache.MEMORY,
+    noself: bool = False,
+    alias: str,
+    **kwargs: DecoratorKWArgs,
+) -> CachedStampedeDecorated[CacheType, Params, ReturnType, None, DecoratorKWArgs]: ...
+@overload
+def cached_stampede(
+    lease: int = 2,
+    ttl: int | None = None,
+    *,
+    key_builder: Callable[Params, str] | None = None,
+    skip_cache_func: Callable[[ReturnType], bool] | None = None,
+    cache: Type[CacheType] = Cache.MEMORY,
+    noself: bool = False,
+    namespace: str | None = None,
+    serializer: SerializerType | None = None,
+    plugins: Sequence[BasePlugin] | None = None,
+    alias: None = None,
+    **kwargs: DecoratorKWArgs,
+) -> CachedStampedeDecorated[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]: ...
+@overload
+def multi_cached(
+    keys_from_attr: str,
+    *,
+    key_builder: (
+        Callable[
+            Concatenate[
+                MCKey,
+                MultiCachedDecorated[
+                    CacheType,
+                    Params,
+                    MCReturnType[MCKey, MCVal],
+                    SerializerType,
+                    DecoratorKWArgs,
+                ],
+                Params,
+            ],
+            str,
+        ]
+        | None
+    ) = None,
+    skip_cache_func: Callable[[MCKey, MCVal], bool] | None = None,
+    ttl: int | None = None,
+    cache: Type[CacheType] = Cache.MEMORY,
+    alias: str,
+    **kwargs: DecoratorKWArgs,
+) -> MultiCachedDecorated[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]: ...
+@overload
+def multi_cached(
+    keys_from_attr: str,
+    *,
+    namespace: str | None = None,
+    key_builder: (
+        Callable[
+            Concatenate[
+                MCKey,
+                MultiCachedDecorated[
+                    CacheType,
+                    Params,
+                    MCReturnType[MCKey, MCVal],
+                    SerializerType,
+                    DecoratorKWArgs,
+                ],
+                Params,
+            ],
+            str,
+        ]
+        | None
+    ) = None,
+    skip_cache_func: Callable[[MCKey, MCVal], bool] | None = None,
+    ttl: int | None = None,
+    cache: Type[CacheType] = Cache.MEMORY,
+    serializer: SerializerType | None = None,
+    plugins: Sequence[BasePlugin] | None = None,
+    alias: None = None,
+    **kwargs: DecoratorKWArgs,
+) -> MultiCachedDecorated[CacheType, Params, ReturnType, SerializerType, DecoratorKWArgs]: ...
diff --git a/setup.cfg b/setup.cfg
index 2e23f1ae..8bcf169c 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -25,3 +25,6 @@ source = aiocache
 [coverage:report]
 show_missing = true
 skip_covered = true
+
+[options.package_data]
+{name} = py.typed, *.pyi
diff --git a/tests/ut/test_decorators.py b/tests/ut/test_decorators.py
index cfa81e1b..e26e1dcd 100644
--- a/tests/ut/test_decorators.py
+++ b/tests/ut/test_decorators.py
@@ -60,7 +60,7 @@ def test_init(self):
     def test_fails_at_instantiation(self):
         with pytest.raises(TypeError):
 
-            @cached(wrong_param=1)
+            @cached(wrong_param=1)  # type: ignore[misc]
             async def fn() -> None:
                 """Dummy function."""
 
@@ -373,7 +373,7 @@ def f():
     def test_fails_at_instantiation(self):
         with pytest.raises(TypeError):
 
-            @multi_cached(wrong_param=1)
+            @multi_cached(wrong_param=1)  # type: ignore[misc]
             async def fn() -> None:
                 """Dummy function."""
 
@@ -476,8 +476,9 @@ async def test_cache_write_doesnt_wait_for_future(self, mocker, decorator, decor
         mocker.spy(decorator, "set_in_cache")
         with patch.object(decorator, "get_from_cache", autospec=True, return_value=[None, None]):
             with patch("aiocache.decorators.asyncio.ensure_future", autospec=True):
-                await decorator_call(1, keys=["a", "b"], value="value",
-                                     aiocache_wait_for_write=False)
+                await decorator_call(
+                    1, keys=["a", "b"], value="value", aiocache_wait_for_write=False
+                )
 
         decorator.set_in_cache.assert_not_awaited()
         decorator.set_in_cache.assert_called_once_with({"a": ANY, "b": ANY}, stub_dict, ANY, ANY)