diff --git a/pyproject.toml b/pyproject.toml
index 6e844cc..b0f9fba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ dependencies = [
     "feedgen>=1.0.0",
     "faiss-cpu==1.10.0",
     "gdown>=5.2.0",
-    "gitpython>=3.1.44",
+    "gitpython>=3.1.50",
     "hydra-core>=1.3.2",
     "jinja2>=3.1.6",
     "pip",
diff --git a/uv.lock b/uv.lock
index 652c52c..17d8e1a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1602,14 +1602,14 @@ wheels = [
 
 [[package]]
 name = "gitpython"
-version = "3.1.45"
+version = "3.1.50"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "gitdb" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9a/c8/dd58967d119baab745caec2f9d853297cec1989ec1d63f677d3880632b88/gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c", size = 215076, upload-time = "2025-07-24T03:45:54.871Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/33/f6/354ae6491228b5eb40e10d89c4d13c651fe1cf7556e35ebdded50cff57ce/gitpython-3.1.50.tar.gz", hash = "sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc", size = 219798, upload-time = "2026-05-06T04:01:26.571Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/01/61/d4b89fec821f72385526e1b9d9a3a0385dda4a72b206d28049e2c7cd39b8/gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77", size = 208168, upload-time = "2025-07-24T03:45:52.517Z" },
+    { url = "https://files.pythonhosted.org/packages/20/7a/1c6e3562dfd8950adbb11ffbc65d21e7c89d01a6e4f137fa981056de25c5/gitpython-3.1.50-py3-none-any.whl", hash = "sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9", size = 212507, upload-time = "2026-05-06T04:01:23.799Z" },
 ]
 
 [[package]]
@@ -3577,7 +3577,10 @@ dependencies = [
     { name = "ipdb" },
     { name = "jinja2" },
     { name = "killport" },
+    { name = "mcp" },
+    { name = "pillow" },
     { name = "pip" },
+    { name = "playwright" },
     { name = "pyserini" },
     { name = "pytest" },
     { name = "python-fasthtml" },
@@ -3614,7 +3617,7 @@ requires-dist = [
     { name = "fastapi", specifier = "==0.115.12" },
     { name = "feedgen", specifier = ">=1.0.0" },
     { name = "gdown", specifier = ">=5.2.0" },
-    { name = "gitpython", specifier = ">=3.1.44" },
+    { name = "gitpython", specifier = ">=3.1.50" },
     { name = "hydra-core", specifier = ">=1.3.2" },
     { name = "hydra-submitit-launcher", specifier = ">=1.2.0" },
     { name = "ipdb", specifier = ">=0.13.13" },
@@ -3622,8 +3625,11 @@ requires-dist = [
     { name = "jupyter", marker = "extra == 'dev'", specifier = ">=1.1.1" },
     { name = "kaleido", marker = "extra == 'dev'", specifier = ">=1.2.0" },
     { name = "killport", specifier = ">=1.2.0" },
+    { name = "mcp", specifier = ">=1.9.0" },
     { name = "mkdocs-shadcn", marker = "extra == 'dev'", git = "https://github.com/asiffer/mkdocs-shadcn?rev=30-search-indexing-broken" },
+    { name = "pillow", specifier = ">=11" },
     { name = "pip" },
+    { name = "playwright", specifier = ">=1.44" },
     { name = "plotly", marker = "extra == 'dev'", specifier = ">=6.4.0" },
     { name = "pymdown-extensions", marker = "extra == 'dev'", specifier = ">=10.16.1" },
     { name = "pyserini", specifier = "==0.44.0" },