diff --git a/.github/workflows/check-models-catalog.yml b/.github/workflows/check-models-catalog.yml
new file mode 100644
index 0000000..0410047
--- /dev/null
+++ b/.github/workflows/check-models-catalog.yml
@@ -0,0 +1,24 @@
+name: Models Catalog
+
+on:
+  workflow_dispatch:
+  pull_request:
+  schedule:
+    - cron: '0 0 * * *'  # This will run once a day at midnight UTC
+
+jobs:
+  urls_hashes:
+    name: urls & hashes
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: python3 -m pip install -r requirements.txt
+
+      - name: Check models
+        run: python3 scripts/ci/models_check.py
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9134b71..5ecfd3d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,3 +6,15 @@ repos:
     -   id: end-of-file-fixer
     -   id: trailing-whitespace
     -   id: mixed-line-ending
+
+-   repo: https://github.com/PyCQA/isort
+    rev: 5.13.2
+    hooks:
+    -   id: isort
+        files: scripts/
+
+-   repo: https://github.com/psf/black
+    rev: 24.8.0
+    hooks:
+    -   id: black
+        files: scripts/
diff --git a/requirements.txt b/requirements.txt
index a86150a..d87cdc2 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,3 +5,4 @@ sphinx-inline-tabs
 sphinx-issues>=3.0.1
 sphinx-rtd-theme>=1
 requests
+huggingface_hub
diff --git a/scripts/ci/models_check.py b/scripts/ci/models_check.py
new file mode 100644
index 0000000..96cf61e
--- /dev/null
+++ b/scripts/ci/models_check.py
@@ -0,0 +1,80 @@
+import builtins
+import contextlib
+import json
+import re
+import sys
+from pathlib import Path
+
+import requests
+from huggingface_hub import HfApi
+
+ERRORS_LIST = []
+
+
+def parse_huggingface_url(url: str):
+    parts = url.split("/")
+    repo_id = "/".join(parts[3:5])
+    revision = parts[6:7][0]
+    filename = "/".join(parts[7:])
+    return repo_id, filename, revision
+
+
+def get_huggingface_model_hash(model_url: str) -> str | None:
+    with contextlib.suppress(Exception):
+        repo_id, filename, revision = parse_huggingface_url(model_url)
+        repo_info = HfApi().model_info(repo_id, revision=revision, files_metadata=True)
+        for file in repo_info.siblings:
+            if file.rfilename == filename:
+                return file.lfs.sha256
+    return None
+
+
+def get_civitai_model_hash(model_url: str) -> str | None:
+    m = re.search(r"api/download/models/(\d+)", model_url)
+    if not m:
+        return None
+    model_id = m.group(1)
+    response = requests.get(f"https://civitai.com/api/v1/model-versions/{model_id}")
+    if response.status_code != 200:
+        return None
+    model_info = json.loads(response.text)
+    for i in model_info["files"]:
+        if model_url.startswith(i["downloadUrl"]):
+            return i["hashes"]["SHA256"]
+    return None
+
+
+def check_model(model_name: str, model: dict) -> bool:
+    url = model["url"]
+    if "huggingface.co" in url:
+        model_hash = get_huggingface_model_hash(url)
+    elif "civitai.com" in url:
+        model_hash = get_civitai_model_hash(url)
+    else:
+        ERRORS_LIST.append(f"{model_name}: FAILED. Unknown host for URL: {url}")
+        return False
+
+    if not model_hash:
+        ERRORS_LIST.append(f"{model_name}: FAILED. {url} --> can't get the hash")
+        return False
+    if model_hash == model["hash"]:
+        print(f"{model_name}: OK.")
+        return True
+    ERRORS_LIST.append(
+        f"{model_name}: FAILED. {url} --> the expected hash({model['hash']}) does not match({model_hash})"
+    )
+    return False
+
+
+if __name__ == "__main__":
+    with builtins.open(
+        Path(__file__).parent.parent.parent.joinpath("models_catalog.json"), "r"
+    ) as f:
+        models = json.load(f)
+        for name, info in models.items():
+            check_model(name, info)
+    print()
+    print(f"ERRORS: {len(ERRORS_LIST)}")
+    for i in ERRORS_LIST:
+        print(i)
+    sys.exit(0 if not ERRORS_LIST else 2)