diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4d3c8a95..713d912a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,10 +11,10 @@ repos:
   #     - id: black
   #       args: [--config=./pyproject.toml]
 
-  # - repo: https://github.com/pre-commit/mirrors-mypy
-  #   rev: v0.910
-  #   hooks:
-  #     - id: mypy
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.13.0
+    hooks:
+      - id: mypy
 
   # - repo: https://github.com/pre-commit/pre-commit-hooks
   #   rev: v4.0.1
diff --git a/nonebot_plugin_marshoai/azure.py b/nonebot_plugin_marshoai/azure.py
index 895679e1..b21744c3 100644
--- a/nonebot_plugin_marshoai/azure.py
+++ b/nonebot_plugin_marshoai/azure.py
@@ -220,7 +220,7 @@ async def marsho(target: MsgTarget, event: Event, text: Optional[UniMsg] = None)
         )
         is_reasoning_model = model_name.lower() in REASONING_MODELS
         usermsg = [] if is_support_image_model else ""
-        for i in text:
+        for i in text:  # type: ignore
             if i.type == "text":
                 if is_support_image_model:
                     usermsg += [TextContentItem(text=i.data["text"] + nickname_prompt)]  # type: ignore
@@ -230,11 +230,11 @@ async def marsho(target: MsgTarget, event: Event, text: Optional[UniMsg] = None)
                 if is_support_image_model:
                     usermsg.append(  # type: ignore
                         ImageContentItem(
-                            image_url=ImageUrl(
-                                url=str(await get_image_b64(i.data["url"]))
-                            )
-                        )
-                    )
+                            image_url=ImageUrl(  # type: ignore
+                                url=str(await get_image_b64(i.data["url"]))  # type: ignore
+                            )  # type: ignore
+                        )  # type: ignore
+                    )  # type: ignore
                 elif config.marshoai_enable_support_image_tip:
                     await UniMessage("*此模型不支持图片处理。").send()
         backup_context = await get_backup_context(target.id, target.private)
diff --git a/nonebot_plugin_marshoai/config.py b/nonebot_plugin_marshoai/config.py
index 53cb7ef9..db4743c7 100644
--- a/nonebot_plugin_marshoai/config.py
+++ b/nonebot_plugin_marshoai/config.py
@@ -1,7 +1,7 @@
 import shutil
 from pathlib import Path
 
-import yaml as yaml_
+import yaml as yaml_  # type: ignore
 from nonebot import get_plugin_config, logger
 from pydantic import BaseModel
 from ruamel.yaml import YAML
diff --git a/nonebot_plugin_marshoai/tools/marshoai-megakits/__init__.py b/nonebot_plugin_marshoai/tools/marshoai-megakits/__init__.py
deleted file mode 100644
index 16abf7d1..00000000
--- a/nonebot_plugin_marshoai/tools/marshoai-megakits/__init__.py
+++ /dev/null
@@ -1,41 +0,0 @@
-from . import mk_Common, mk_Info, mk_MorseCode, mk_NyaCode
-
-
-# Twisuki
-async def twisuki():
-    return str(await mk_Info.twisuki())
-
-
-# MegaKits
-async def megakits():
-    return str(await mk_Info.megakits())
-
-
-# Random Turntable
-async def random_turntable(upper: int, lower: int = 0):
-    return str(await mk_Common.random_turntable(upper, lower))
-
-
-# Number Calc
-async def number_calc(a: str, b: str, op: str):
-    return str(await mk_Common.number_calc(a, b, op))
-
-
-# MorseCode Encrypt
-async def morse_encrypt(msg: str):
-    return str(await mk_MorseCode.morse_encrypt(msg))
-
-
-# MorseCode Decrypt
-async def morse_decrypt(msg: str):
-    return str(await mk_MorseCode.morse_decrypt(msg))
-
-
-# NyaCode Encrypt
-async def nya_encode(msg: str):
-    return str(await mk_NyaCode.nya_encode(msg))
-
-
-# NyaCode Decrypt
-async def nya_decode(msg: str):
-    return str(await mk_NyaCode.nya_decode(msg))
diff --git a/nonebot_plugin_marshoai/tools/marshoai-megakits/mk_Common.py b/nonebot_plugin_marshoai/tools/marshoai-megakits/mk_Common.py
deleted file mode 100644
index d2c914c7..00000000
--- a/nonebot_plugin_marshoai/tools/marshoai-megakits/mk_Common.py
+++ /dev/null
@@ -1,26 +0,0 @@
-import random
-
-
-# Random Turntable
-async def random_turntable(upper: int, lower: int):
-    return random.randint(lower, upper)
-
-
-# Number Calc
-async def number_calc(a: str, b: str, op: str):
-    a, b = float(a), float(b)
-    match op:
-        case "+":
-            return str(a + b)
-        case "-":
-            return str(a - b)
-        case "*":
-            return str(a * b)
-        case "/":
-            return str(a / b)
-        case "**":
-            return str(a**b)
-        case "%":
-            return str(a % b)
-        case _:
-            return "未知运算符"
diff --git a/nonebot_plugin_marshoai/tools/marshoai-bangumi/__init__.py b/nonebot_plugin_marshoai/tools/marshoai_bangumi/__init__.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-bangumi/__init__.py
rename to nonebot_plugin_marshoai/tools/marshoai_bangumi/__init__.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-bangumi/tools.json b/nonebot_plugin_marshoai/tools/marshoai_bangumi/tools.json
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-bangumi/tools.json
rename to nonebot_plugin_marshoai/tools/marshoai_bangumi/tools.json
diff --git a/nonebot_plugin_marshoai/tools/marshoai-basic/__init__.py b/nonebot_plugin_marshoai/tools/marshoai_basic/__init__.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-basic/__init__.py
rename to nonebot_plugin_marshoai/tools/marshoai_basic/__init__.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-basic/tools.json b/nonebot_plugin_marshoai/tools/marshoai_basic/tools.json
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-basic/tools.json
rename to nonebot_plugin_marshoai/tools/marshoai_basic/tools.json
diff --git a/nonebot_plugin_marshoai/tools/marshoai-basic/tools_test.json b/nonebot_plugin_marshoai/tools/marshoai_basic/tools_test.json
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-basic/tools_test.json
rename to nonebot_plugin_marshoai/tools/marshoai_basic/tools_test.json
diff --git a/nonebot_plugin_marshoai/tools/marshoai_megakits/__init__.py b/nonebot_plugin_marshoai/tools/marshoai_megakits/__init__.py
new file mode 100644
index 00000000..f16a340b
--- /dev/null
+++ b/nonebot_plugin_marshoai/tools/marshoai_megakits/__init__.py
@@ -0,0 +1,41 @@
+from . import mk_common, mk_info, mk_morse_code, mk_nya_code
+
+
+# Twisuki
+async def twisuki():
+    return str(await mk_info.twisuki())
+
+
+# MegaKits
+async def megakits():
+    return str(await mk_info.megakits())
+
+
+# Random Turntable
+async def random_turntable(upper: int, lower: int = 0):
+    return str(await mk_common.random_turntable(upper, lower))
+
+
+# Number Calc
+async def number_calc(a: str, b: str, op: str):
+    return str(await mk_common.number_calc(a, b, op))
+
+
+# MorseCode Encrypt
+async def morse_encrypt(msg: str):
+    return str(await mk_morse_code.morse_encrypt(msg))
+
+
+# MorseCode Decrypt
+async def morse_decrypt(msg: str):
+    return str(await mk_morse_code.morse_decrypt(msg))
+
+
+# NyaCode Encrypt
+async def nya_encode(msg: str):
+    return str(await mk_nya_code.nya_encode(msg))
+
+
+# NyaCode Decrypt
+async def nya_decode(msg: str):
+    return str(await mk_nya_code.nya_decode(msg))
diff --git a/nonebot_plugin_marshoai/tools/marshoai_megakits/mk_Common.py b/nonebot_plugin_marshoai/tools/marshoai_megakits/mk_Common.py
new file mode 100644
index 00000000..c049703a
--- /dev/null
+++ b/nonebot_plugin_marshoai/tools/marshoai_megakits/mk_Common.py
@@ -0,0 +1,45 @@
+import random
+
+
+async def random_turntable(upper: int, lower: int):
+    """Random Turntable
+
+    Args:
+        upper (int): _description_
+        lower (int): _description_
+
+    Returns:
+        _type_: _description_
+    """
+    return random.randint(lower, upper)
+
+
+
+async def number_calc(a: str, b: str, op: str) -> str:
+    """Number Calc
+
+    Args:
+        a (str): _description_
+        b (str): _description_
+        op (str): _description_
+
+    Returns:
+        str: _description_
+    """
+    a, b = float(a), float(b)   # type: ignore
+    match op:
+        case "+":
+            return str(a + b)   # type: ignore
+        case "-":
+            return str(a - b)   # type: ignore
+        case "*":
+            return str(a * b)   # type: ignore
+        case "/":
+            return str(a / b)   # type: ignore
+        case "**":
+            return str(a**b)    # type: ignore
+        case "%":
+            return str(a % b)
+        case _:
+            return "未知运算符"
+        
\ No newline at end of file
diff --git a/nonebot_plugin_marshoai/tools/marshoai-megakits/mk_Info.py b/nonebot_plugin_marshoai/tools/marshoai_megakits/mk_Info.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-megakits/mk_Info.py
rename to nonebot_plugin_marshoai/tools/marshoai_megakits/mk_Info.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-megakits/mk_MorseCode.py b/nonebot_plugin_marshoai/tools/marshoai_megakits/mk_morse_code.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-megakits/mk_MorseCode.py
rename to nonebot_plugin_marshoai/tools/marshoai_megakits/mk_morse_code.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-megakits/mk_NyaCode.py b/nonebot_plugin_marshoai/tools/marshoai_megakits/mk_nya_code.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-megakits/mk_NyaCode.py
rename to nonebot_plugin_marshoai/tools/marshoai_megakits/mk_nya_code.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-megakits/tools.json b/nonebot_plugin_marshoai/tools/marshoai_megakits/tools.json
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-megakits/tools.json
rename to nonebot_plugin_marshoai/tools/marshoai_megakits/tools.json
diff --git a/nonebot_plugin_marshoai/tools/marshoai-meogirl/__init__.py b/nonebot_plugin_marshoai/tools/marshoai_meogirl/__init__.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-meogirl/__init__.py
rename to nonebot_plugin_marshoai/tools/marshoai_meogirl/__init__.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Info.py b/nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Info.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Info.py
rename to nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Info.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Introduce.py b/nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Introduce.py
similarity index 98%
rename from nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Introduce.py
rename to nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Introduce.py
index 98e0026a..af0c49b9 100644
--- a/nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Introduce.py
+++ b/nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Introduce.py
@@ -67,7 +67,7 @@ async def introduce(msg: str):
         from . import mg_Search
 
         context = await mg_Search.search(msg, 1)
-        keyword = re.search(r".*?\n", context, flags=re.DOTALL).group()[:-1]
+        keyword = re.search(r".*?\n", context, flags=re.DOTALL).group()[:-1]    # type: ignore
 
         logger.success(f'搜索完成, 打开"{keyword}"')
         return await introduce(keyword)
diff --git a/nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Search.py b/nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Search.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-meogirl/mg_Search.py
rename to nonebot_plugin_marshoai/tools/marshoai_meogirl/mg_Search.py
diff --git a/nonebot_plugin_marshoai/tools/marshoai-meogirl/tools.json b/nonebot_plugin_marshoai/tools/marshoai_meogirl/tools.json
similarity index 100%
rename from nonebot_plugin_marshoai/tools/marshoai-meogirl/tools.json
rename to nonebot_plugin_marshoai/tools/marshoai_meogirl/tools.json
diff --git a/nonebot_plugin_marshoai/tools_wip/marshoai-memory/__init__.py b/nonebot_plugin_marshoai/tools_wip/marshoai_memory/__init__.py
similarity index 100%
rename from nonebot_plugin_marshoai/tools_wip/marshoai-memory/__init__.py
rename to nonebot_plugin_marshoai/tools_wip/marshoai_memory/__init__.py
diff --git a/nonebot_plugin_marshoai/tools_wip/marshoai-memory/tools.json b/nonebot_plugin_marshoai/tools_wip/marshoai_memory/tools.json
similarity index 100%
rename from nonebot_plugin_marshoai/tools_wip/marshoai-memory/tools.json
rename to nonebot_plugin_marshoai/tools_wip/marshoai_memory/tools.json
diff --git a/nonebot_plugin_marshoai/util_hunyuan.py b/nonebot_plugin_marshoai/util_hunyuan.py
index 42d24efd..43e1b86a 100644
--- a/nonebot_plugin_marshoai/util_hunyuan.py
+++ b/nonebot_plugin_marshoai/util_hunyuan.py
@@ -9,7 +9,7 @@ from tencentcloud.common.profile.client_profile import \
 from tencentcloud.common.profile.http_profile import \
     HttpProfile  # type: ignore
 from tencentcloud.hunyuan.v20230901 import hunyuan_client  # type: ignore
-from tencentcloud.hunyuan.v20230901 import models
+from tencentcloud.hunyuan.v20230901 import models  # type: ignore
 
 from .config import config
 
diff --git a/pyproject.toml b/pyproject.toml
index 6025b644..023f358f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,4 +56,6 @@ dev = [
     "pytest>=8.3.4",
     "pre-commit>=4.0.1",
     "nonebot-adapter-onebot>=2.4.6",
+    "mypy>=1.13.0",
+    "black>=24.10.0",
 ]
\ No newline at end of file