diff --git a/.gitignore b/.gitignore
index 088ba6b..f7f73f2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
 # Generated by Cargo
 # will have compiled files and executables
 /target/
+*.so
 
 # Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
 # More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
@@ -8,3 +9,13 @@ Cargo.lock
 
 # These are backup files generated by rustfmt
 **/*.rs.bk
+
+# Python
+.venv
+.env
+__pycache__
+.mypy-cache
+.ruff-cache
+
+# IDE
+.idea
diff --git a/pyproject.toml b/pyproject.toml
index 5cf426b..9530a0b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "maturin"
 
 [project]
 name = "redis-rs"
-requires-python = ">=3.7"
+requires-python = ">=3.8"
 description = "Python wrapper for redis-rs"
 authors = [
     { name = "Alexander Malev", email = "yttrium@somedev.ru" },
@@ -21,7 +21,6 @@ classifiers = [
     "Framework :: AsyncIO",
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.7",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
@@ -34,9 +33,29 @@ Issues = "https://github.com/aamalev/redis-rs-py/issues"
 Documentation = "https://github.com/aamalev/redis-rs-py#using"
 Changelog = "https://github.com/aamalev/redis-rs-py/releases"
 
+[tool.mypy]
+warn_redundant_casts = true
+check_untyped_defs = true
+
+[tool.black]
+line-length = 120
+target-version = [
+    "py38",
+    "py39",
+    "py310",
+    "py311",
+]
+
+[tool.ruff]
+line-length = 120
+
 [tool.hatch.envs.default]
 dependencies = [
     "maturin",
+    "mypy",
+    "black",
+    "ruff",
+    "isort",
 ]
 
 [tool.hatch.envs.default.scripts]
@@ -44,9 +63,12 @@ build = [
     "maturin develop",
 ]
 check = [
+    "ruff redis_rs",
+    "mypy redis_rs",
     "cargo clippy",
-    "build",
 ]
 fmt = [
     "cargo fmt",
+    "isort redis_rs",
+    "black redis_rs",
 ]
diff --git a/redis_rs/__init__.py b/redis_rs/__init__.py
new file mode 100644
index 0000000..2faf498
--- /dev/null
+++ b/redis_rs/__init__.py
@@ -0,0 +1 @@
+from .redis_rs import *
diff --git a/redis_rs/__init__.pyi b/redis_rs/__init__.pyi
new file mode 100644
index 0000000..b06a736
--- /dev/null
+++ b/redis_rs/__init__.pyi
@@ -0,0 +1,59 @@
+from typing import Dict, List, Literal, Optional, Union, overload
+
+class exceptions:
+    class PoolError(Exception): ...
+    class RedisError(Exception): ...
+
+Encoding = Union[
+    Literal["utf-8"],
+    Literal["utf8"],
+    Literal["int"],
+    Literal["float"],
+]
+
+Arg = Union[str, bytes, int, float]
+Result = Union[bytes, str, int, float, dict, list]
+
+class Client:
+    def status(self) -> Dict: ...
+    async def __aenter__(self) -> "AsyncClient": ...
+    async def __aexit__(self, *args, **kwargs): ...
+
+class AsyncClient:
+    def status(self) -> Dict: ...
+    async def execute(self, *args: Arg, encoding: Optional[Encoding] = None) -> Result: ...
+    async def fetch_bytes(self, *args: Arg) -> bytes: ...
+    async def fetch_str(self, *args: Arg) -> str: ...
+    async def fetch_int(self, *args: Arg) -> int: ...
+    async def fetch_float(self, *args: Arg) -> float: ...
+    async def fetch_dict(self, *args: Arg, encoding: Optional[Encoding] = None) -> dict: ...
+    async def fetch_scores(self, *args: Arg) -> Dict[str, float]: ...
+    async def set(self, key: str, value: Arg): ...
+    async def get(self, key: str, *, encoding: Optional[Encoding] = None) -> Result: ...
+    async def hset(self, key: str, field: str, value: Arg): ...
+    async def hget(self, key: str, field: str, *, encoding: Optional[Encoding] = None) -> Result: ...
+    async def incr(self, key: str, delta: Union[None, int, float] = None) -> float: ...
+    async def lpush(self, key: str, value: Arg): ...
+    async def lpop(self, key: str, *, encoding: Optional[Encoding] = None) -> Result: ...
+    async def lrange(
+        self,
+        key: str,
+        start: int = 0,
+        stop: int = -1,
+        *,
+        encoding: Optional[Encoding] = None,
+    ) -> List[Result]: ...
+    @overload
+    async def xadd(self, stream: str, id: str, items: Dict[str, Arg]) -> Dict: ...
+    @overload
+    async def xadd(self, stream: str, items: Dict[str, Arg]) -> Dict: ...
+    @overload
+    async def xadd(self, stream: str, *args: Arg) -> Dict: ...
+    async def xread(
+        self,
+        streams: Dict[str, Union[str, Literal["$"], Literal[0]]],
+        *,
+        encoding: Optional[Encoding] = None,
+    ) -> Dict: ...
+
+def create_client(*args: str, max_size: Optional[int] = None, cluster: Optional[bool] = None) -> Client: ...
diff --git a/redis_rs/py.typed b/redis_rs/py.typed
new file mode 100644
index 0000000..e69de29