diff --git a/pyproject.toml b/pyproject.toml
index a97cd37fa6..78ea64708b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,35 +16,35 @@ keywords = [
 
 dependencies = [
     # Core Framework
-    "fastapi>=0.136.3",
+    "fastapi>=0.138.2",
     "uvicorn[standard]>=0.48.0",
     # MCP Server
-    "mcp>=1.27.2",
+    "mcp>=1.28.1",
     "fastmcp>=3.4.2",
     # Database
     "sqlalchemy[asyncio]>=2.0.50",
     "asyncpg>=0.30.0",
     "pg8000>=1.31.0",  # Sync driver for Cloud SQL Connector in GitHub Actions
-    "alembic>=1.14.0",
+    "alembic>=1.18.5",
     "cloud-sql-python-connector[asyncpg,pg8000]>=1.20.3",  # Cloud SQL Connector
     # Data & Plotting
     "pandas>=3.0.3",
-    "numpy>=2.4.6",
-    "matplotlib>=3.10.9",
+    "numpy>=2.5.0",
+    "matplotlib>=3.11.0",
     # Data Science & ML (for plot implementations)
-    "scipy>=1.14.0",
+    "scipy>=1.18.0",
     "scikit-learn>=1.9.0",
     "statsmodels>=0.14.0",
     # AI & Cloud
-    "anthropic>=0.107.1",
-    "google-cloud-storage>=3.11.0",
+    "anthropic>=0.113.0",
+    "google-cloud-storage>=3.12.0",
     # Image Processing
     "pillow>=11.0.0",
     # HTTP Client
     "httpx>=0.28.0",
     # Essentials
     "pydantic>=2.13.4",
-    "pydantic-settings>=2.14.1",
+    "pydantic-settings>=2.14.2",
     "pyyaml>=6.0.0",
     "python-dotenv>=1.0.0",
     "pandas-stubs>=3.0.3.260530",
@@ -56,14 +56,14 @@ dependencies = [
 
 [project.optional-dependencies]
 test = [
-    "pytest>=8.4.0",
+    "pytest>=9.1.1",
     "pytest-cov>=6.2.1",
     "pytest-asyncio>=1.4.0",
     "httpx>=0.28.0",  # For testing FastAPI
     "aiosqlite>=0.20.0",  # SQLite async driver for integration tests
 ]
 dev = [
-    "ruff>=0.15.16",
+    "ruff>=0.15.20",
     "pre-commit>=4.6.0",
 ]
 typecheck = [
@@ -74,19 +74,19 @@ plotting = [
     "seaborn>=0.13.0",
     "plotly>=6.8.0",
     "bokeh>=3.9.1",
-    "altair>=6.2.1",
-    "plotnine>=0.15.5",
-    "pygal>=3.0.0",
+    "altair>=6.2.2",
+    "plotnine>=0.15.7",
+    "pygal>=3.1.3",
     "highcharts-core>=1.11.0",
     "lets-plot>=4.10.1",
     # PNG export dependencies
     "vl-convert-python>=1.7.0",  # altair PNG export
     "kaleido>=1.3.0",            # plotly PNG export
-    "selenium>=4.44.0",          # bokeh/highcharts PNG export
+    "selenium>=4.45.0",          # bokeh/highcharts PNG export
     "webdriver-manager>=4.1.2",  # auto-install chromedriver
     "cairosvg>=2.7.0",           # pygal PNG export
     # Common data science stack used across plot implementations
-    "scipy>=1.14.0",
+    "scipy>=1.18.0",
     "scikit-learn>=1.9.0",
     "statsmodels>=0.14.0",
     # matplotlib add-ons required by individual specs:
@@ -98,15 +98,15 @@ plotting = [
     "squarify>=0.4.0",
 ]
 # Per-library dependencies for CI (minimal installs)
-lib-matplotlib = ["matplotlib>=3.10.9", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
-lib-seaborn = ["seaborn>=0.13.0", "matplotlib>=3.10.9", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
-lib-plotly = ["plotly>=6.8.0", "kaleido>=1.3.0", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
-lib-bokeh = ["bokeh>=3.9.1", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0", "selenium>=4.44.0", "webdriver-manager>=4.1.2"]
-lib-altair = ["altair>=6.2.1", "vl-convert-python>=1.7.0", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
-lib-plotnine = ["plotnine>=0.15.5", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
-lib-pygal = ["pygal>=3.0.0", "cairosvg>=2.7.0", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
-lib-highcharts = ["highcharts-core>=1.11.0", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0", "selenium>=4.44.0", "webdriver-manager>=4.1.2"]
-lib-letsplot = ["lets-plot>=4.10.1", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-matplotlib = ["matplotlib>=3.11.0", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-seaborn = ["seaborn>=0.13.0", "matplotlib>=3.11.0", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-plotly = ["plotly>=6.8.0", "kaleido>=1.3.0", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-bokeh = ["bokeh>=3.9.1", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0", "selenium>=4.45.0", "webdriver-manager>=4.1.2"]
+lib-altair = ["altair>=6.2.2", "vl-convert-python>=1.7.0", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-plotnine = ["plotnine>=0.15.7", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-pygal = ["pygal>=3.1.3", "cairosvg>=2.7.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
+lib-highcharts = ["highcharts-core>=1.11.0", "numpy>=2.5.0", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0", "selenium>=4.45.0", "webdriver-manager>=4.1.2"]
+lib-letsplot = ["lets-plot>=4.10.1", "pandas>=3.0.3", "scipy>=1.18.0", "scikit-learn>=1.9.0", "statsmodels>=0.14.0"]
 all = [
     "anyplot[test,dev,plotting,typecheck]",
 ]
diff --git a/uv.lock b/uv.lock
index d345d4e1ff..8b48b9a727 100644
--- a/uv.lock
+++ b/uv.lock
@@ -147,21 +147,21 @@ wheels = [
 
 [[package]]
 name = "alembic"
-version = "1.18.4"
+version = "1.18.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "mako" },
     { name = "sqlalchemy" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/94/13/8b084e0f2efb0275a1d534838844926f798bd766566b1375174e2448cd31/alembic-1.18.4.tar.gz", hash = "sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc", size = 2056725, upload-time = "2026-02-10T16:00:47.195Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1a/cc/ac0bed8e562e7407fe55c3ba85a4dce86e6dbd8730887bd1e406a6c5c18a/alembic-1.18.5.tar.gz", hash = "sha256:1554982221dd17e9a749b53902407578eb305e453f71999e8c7f0a48389fff8e", size = 2060480, upload-time = "2026-06-25T15:20:54.888Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d2/29/6533c317b74f707ea28f8d633734dbda2119bbadfc61b2f3640ba835d0f7/alembic-1.18.4-py3-none-any.whl", hash = "sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a", size = 263893, upload-time = "2026-02-10T16:00:49.997Z" },
+    { url = "https://files.pythonhosted.org/packages/96/78/5fe6dc3a3a5b2f5a2a4faef8bfe336d5fa049a38884ab3172e0098160c01/alembic-1.18.5-py3-none-any.whl", hash = "sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc", size = 264664, upload-time = "2026-06-25T15:20:56.673Z" },
 ]
 
 [[package]]
 name = "altair"
-version = "6.2.1"
+version = "6.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jinja2" },
@@ -170,9 +170,9 @@ dependencies = [
     { name = "packaging" },
     { name = "typing-extensions", marker = "python_full_version < '3.15'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/86/97/9a0dc61efd4f2dee29cb6d8edbbacdb789ce48cbffd98efa2b3ab145b297/altair-6.2.1.tar.gz", hash = "sha256:ca0298fa20b1a4fae22eff8847b95f74912bd90544013ad36af192119883ea64", size = 766468, upload-time = "2026-06-05T16:23:36.57Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/06/a1/5e6cc638a66da48cfc89a79c2f4810dfec00b63385f9b009ab1f069779bb/altair-6.2.2.tar.gz", hash = "sha256:a1ff9d9cfe81c75414641826312b9471780e19d39293ba0b012933f6b6cba0fe", size = 766606, upload-time = "2026-06-23T12:47:13.384Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/dc/78/b556548d92b9e29ae68a86e7b416888820900809e189e39caf308c7d44a3/altair-6.2.1-py3-none-any.whl", hash = "sha256:bf2fee3733c3a31a588e45b857a2495a88d506970deb87f74e1613f0247446b1", size = 797498, upload-time = "2026-06-05T16:23:34.799Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/99/d6031f4f146298951c46b1bf1cc160c2a63f6e44b3c13a30054add100d5f/altair-6.2.2-py3-none-any.whl", hash = "sha256:94014f8ad8617c3cb163d1137359cd6db5ba134b9b46d93cfd8b609fd245a583", size = 797613, upload-time = "2026-06-23T12:47:11.451Z" },
 ]
 
 [[package]]
@@ -195,7 +195,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.107.1"
+version = "0.113.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -207,9 +207,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b1/f1/c6076a92e0bf6b0dfa126e213b3f9e8a510acd73567953210713aae6c256/anthropic-0.107.1.tar.gz", hash = "sha256:8e7169a6ab57fb806b778d9af018c867bad688144efec8969cdb4c5ccecd6670", size = 856312, upload-time = "2026-06-07T17:18:57.358Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a0/2a/f856135e5b055bf8b6f34133b313810dfe1cb848e5ac5ea843e196daefdd/anthropic-0.113.0.tar.gz", hash = "sha256:1830e866430ebd351c4f277d20e4c9b0aa9ad71f6569a23772ae88b33e0abaf8", size = 939444, upload-time = "2026-06-29T14:57:22.257Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/86/0e/71432f0777a263701955a23ebcc6650485c2753be9afbce2a6a8d72526e3/anthropic-0.107.1-py3-none-any.whl", hash = "sha256:b74338d08000ba105dfc8adae29af3713ece845a4bffec9986a20697e087c7b3", size = 838729, upload-time = "2026-06-07T17:18:58.729Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/4d/ea001c0993b8f48153c5eb74eecf5a3ed120df07fe894757351e8308bbe6/anthropic-0.113.0-py3-none-any.whl", hash = "sha256:9a52ed7a4982e916fa878d1ed3eaec2dcdf98699a39d8fc45b54b3c50f1e7426", size = 937995, upload-time = "2026-06-29T14:57:23.721Z" },
 ]
 
 [[package]]
@@ -419,10 +419,10 @@ typecheck = [
 [package.metadata]
 requires-dist = [
     { name = "aiosqlite", marker = "extra == 'test'", specifier = ">=0.20.0" },
-    { name = "alembic", specifier = ">=1.14.0" },
-    { name = "altair", marker = "extra == 'lib-altair'", specifier = ">=6.2.1" },
-    { name = "altair", marker = "extra == 'plotting'", specifier = ">=6.2.1" },
-    { name = "anthropic", specifier = ">=0.107.1" },
+    { name = "alembic", specifier = ">=1.18.5" },
+    { name = "altair", marker = "extra == 'lib-altair'", specifier = ">=6.2.2" },
+    { name = "altair", marker = "extra == 'plotting'", specifier = ">=6.2.2" },
+    { name = "anthropic", specifier = ">=0.113.0" },
     { name = "anyplot", extras = ["test", "dev", "plotting", "typecheck"], marker = "extra == 'all'" },
     { name = "asyncpg", specifier = ">=0.30.0" },
     { name = "bokeh", marker = "extra == 'lib-bokeh'", specifier = ">=3.9.1" },
@@ -432,9 +432,9 @@ requires-dist = [
     { name = "cairosvg", marker = "extra == 'plotting'", specifier = ">=2.7.0" },
     { name = "cartopy", marker = "extra == 'plotting'", specifier = ">=0.24.0" },
     { name = "cloud-sql-python-connector", extras = ["asyncpg", "pg8000"], specifier = ">=1.20.3" },
-    { name = "fastapi", specifier = ">=0.136.3" },
+    { name = "fastapi", specifier = ">=0.138.2" },
     { name = "fastmcp", specifier = ">=3.4.2" },
-    { name = "google-cloud-storage", specifier = ">=3.11.0" },
+    { name = "google-cloud-storage", specifier = ">=3.12.0" },
     { name = "highcharts-core", marker = "extra == 'lib-highcharts'", specifier = ">=1.11.0" },
     { name = "highcharts-core", marker = "extra == 'plotting'", specifier = ">=1.11.0" },
     { name = "httpx", specifier = ">=0.28.0" },
@@ -443,20 +443,20 @@ requires-dist = [
     { name = "kaleido", marker = "extra == 'plotting'", specifier = ">=1.3.0" },
     { name = "lets-plot", marker = "extra == 'lib-letsplot'", specifier = ">=4.10.1" },
     { name = "lets-plot", marker = "extra == 'plotting'", specifier = ">=4.10.1" },
-    { name = "matplotlib", specifier = ">=3.10.9" },
-    { name = "matplotlib", marker = "extra == 'lib-matplotlib'", specifier = ">=3.10.9" },
-    { name = "matplotlib", marker = "extra == 'lib-seaborn'", specifier = ">=3.10.9" },
+    { name = "matplotlib", specifier = ">=3.11.0" },
+    { name = "matplotlib", marker = "extra == 'lib-matplotlib'", specifier = ">=3.11.0" },
+    { name = "matplotlib", marker = "extra == 'lib-seaborn'", specifier = ">=3.11.0" },
     { name = "matplotlib-venn", marker = "extra == 'plotting'", specifier = ">=1.1.0" },
-    { name = "mcp", specifier = ">=1.27.2" },
+    { name = "mcp", specifier = ">=1.28.1" },
     { name = "mypy", marker = "extra == 'typecheck'", specifier = ">=2.1.0" },
-    { name = "numpy", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-altair'", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-bokeh'", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-highcharts'", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-matplotlib'", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-plotly'", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-plotnine'", specifier = ">=2.4.6" },
-    { name = "numpy", marker = "extra == 'lib-seaborn'", specifier = ">=2.4.6" },
+    { name = "numpy", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-altair'", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-bokeh'", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-highcharts'", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-matplotlib'", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-plotly'", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-plotnine'", specifier = ">=2.5.0" },
+    { name = "numpy", marker = "extra == 'lib-seaborn'", specifier = ">=2.5.0" },
     { name = "pandas", specifier = ">=3.0.3" },
     { name = "pandas", marker = "extra == 'lib-altair'", specifier = ">=3.0.3" },
     { name = "pandas", marker = "extra == 'lib-bokeh'", specifier = ">=3.0.3" },
@@ -472,20 +472,20 @@ requires-dist = [
     { name = "pillow", specifier = ">=11.0.0" },
     { name = "plotly", marker = "extra == 'lib-plotly'", specifier = ">=6.8.0" },
     { name = "plotly", marker = "extra == 'plotting'", specifier = ">=6.8.0" },
-    { name = "plotnine", marker = "extra == 'lib-plotnine'", specifier = ">=0.15.5" },
-    { name = "plotnine", marker = "extra == 'plotting'", specifier = ">=0.15.5" },
+    { name = "plotnine", marker = "extra == 'lib-plotnine'", specifier = ">=0.15.7" },
+    { name = "plotnine", marker = "extra == 'plotting'", specifier = ">=0.15.7" },
     { name = "pre-commit", marker = "extra == 'dev'", specifier = ">=4.6.0" },
     { name = "pydantic", specifier = ">=2.13.4" },
-    { name = "pydantic-settings", specifier = ">=2.14.1" },
-    { name = "pygal", marker = "extra == 'lib-pygal'", specifier = ">=3.0.0" },
-    { name = "pygal", marker = "extra == 'plotting'", specifier = ">=3.0.0" },
+    { name = "pydantic-settings", specifier = ">=2.14.2" },
+    { name = "pygal", marker = "extra == 'lib-pygal'", specifier = ">=3.1.3" },
+    { name = "pygal", marker = "extra == 'plotting'", specifier = ">=3.1.3" },
     { name = "pyjwt", extras = ["crypto"], specifier = ">=2.13.0" },
-    { name = "pytest", marker = "extra == 'test'", specifier = ">=8.4.0" },
+    { name = "pytest", marker = "extra == 'test'", specifier = ">=9.1.1" },
     { name = "pytest-asyncio", marker = "extra == 'test'", specifier = ">=1.4.0" },
     { name = "pytest-cov", marker = "extra == 'test'", specifier = ">=6.2.1" },
     { name = "python-dotenv", specifier = ">=1.0.0" },
     { name = "pyyaml", specifier = ">=6.0.0" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.16" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.20" },
     { name = "scikit-learn", specifier = ">=1.9.0" },
     { name = "scikit-learn", marker = "extra == 'lib-altair'", specifier = ">=1.9.0" },
     { name = "scikit-learn", marker = "extra == 'lib-bokeh'", specifier = ">=1.9.0" },
@@ -497,22 +497,22 @@ requires-dist = [
     { name = "scikit-learn", marker = "extra == 'lib-pygal'", specifier = ">=1.9.0" },
     { name = "scikit-learn", marker = "extra == 'lib-seaborn'", specifier = ">=1.9.0" },
     { name = "scikit-learn", marker = "extra == 'plotting'", specifier = ">=1.9.0" },
-    { name = "scipy", specifier = ">=1.14.0" },
-    { name = "scipy", marker = "extra == 'lib-altair'", specifier = ">=1.14.0" },
-    { name = "scipy", marker = "extra == 'lib-bokeh'", specifier = ">=1.14.0" },
-    { name = "scipy", marker = "extra == 'lib-highcharts'", specifier = ">=1.14.0" },
-    { name = "scipy", marker = "extra == 'lib-letsplot'", specifier = ">=1.14.0" },
-    { name = "scipy", marker = "extra == 'lib-matplotlib'", specifier = ">=1.14.0" },
-    { name = "scipy", marker = "extra == 'lib-plotly'", specifier = ">=1.14.0" },
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