diff --git a/pyproject.toml b/pyproject.toml
index f8e7603207..9d6a9eb784 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,8 +19,8 @@ dependencies = [
     "fastapi>=0.136.3",
     "uvicorn[standard]>=0.48.0",
     # MCP Server
-    "mcp>=1.27.1",
-    "fastmcp>=3.3.1",
+    "mcp>=1.27.2",
+    "fastmcp>=3.4.2",
     # Database
     "sqlalchemy[asyncio]>=2.0.50",
     "asyncpg>=0.30.0",
@@ -33,11 +33,11 @@ dependencies = [
     "matplotlib>=3.10.9",
     # Data Science & ML (for plot implementations)
     "scipy>=1.14.0",
-    "scikit-learn>=1.6.0",
+    "scikit-learn>=1.9.0",
     "statsmodels>=0.14.0",
     # AI & Cloud
-    "anthropic>=0.104.1",
-    "google-cloud-storage>=3.0.0",
+    "anthropic>=0.107.1",
+    "google-cloud-storage>=3.11.0",
     # Image Processing
     "pillow>=11.0.0",
     # HTTP Client
@@ -47,7 +47,7 @@ dependencies = [
     "pydantic-settings>=2.14.1",
     "pyyaml>=6.0.0",
     "python-dotenv>=1.0.0",
-    "pandas-stubs>=2.3.0",
+    "pandas-stubs>=3.0.3.260530",
     # Caching
     "cachetools>=7.1.4",
     # Auth — Cloudflare Access JWT verification on /debug/*
@@ -63,7 +63,7 @@ test = [
     "aiosqlite>=0.20.0",  # SQLite async driver for integration tests
 ]
 dev = [
-    "ruff>=0.15.14",
+    "ruff>=0.15.16",
     "pre-commit>=4.6.0",
 ]
 typecheck = [
@@ -72,10 +72,10 @@ typecheck = [
 plotting = [
     # Additional plotting libraries (matplotlib already in main dependencies)
     "seaborn>=0.13.0",
-    "plotly>=6.7.0",
-    "bokeh>=3.6.0",
-    "altair>=6.1.0",
-    "plotnine>=0.15.4",
+    "plotly>=6.8.0",
+    "bokeh>=3.9.1",
+    "altair>=6.2.1",
+    "plotnine>=0.15.5",
     "pygal>=3.0.0",
     "highcharts-core>=1.11.0",
     "lets-plot>=4.10.1",
@@ -83,11 +83,11 @@ plotting = [
     "vl-convert-python>=1.7.0",  # altair PNG export
     "kaleido>=1.3.0",            # plotly PNG export
     "selenium>=4.44.0",          # bokeh/highcharts PNG export
-    "webdriver-manager>=4.1.1",  # auto-install chromedriver
+    "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",
-    "scikit-learn>=1.6.0",
+    "scikit-learn>=1.9.0",
     "statsmodels>=0.14.0",
     # matplotlib add-ons required by individual specs:
     #   cartopy → map-projections, wordcloud → wordcloud-basic,
@@ -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>=1.6.0", "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>=1.6.0", "statsmodels>=0.14.0"]
-lib-plotly = ["plotly>=6.7.0", "kaleido>=1.3.0", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.6.0", "statsmodels>=0.14.0"]
-lib-bokeh = ["bokeh>=3.6.0", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.6.0", "statsmodels>=0.14.0", "selenium>=4.44.0", "webdriver-manager>=4.1.1"]
-lib-altair = ["altair>=6.1.0", "vl-convert-python>=1.7.0", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.6.0", "statsmodels>=0.14.0"]
-lib-plotnine = ["plotnine>=0.15.4", "numpy>=2.4.6", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.6.0", "statsmodels>=0.14.0"]
-lib-pygal = ["pygal>=3.0.0", "cairosvg>=2.7.0", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.6.0", "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>=1.6.0", "statsmodels>=0.14.0", "selenium>=4.44.0", "webdriver-manager>=4.1.1"]
-lib-letsplot = ["lets-plot>=4.10.1", "pandas>=3.0.3", "scipy>=1.14.0", "scikit-learn>=1.6.0", "statsmodels>=0.14.0"]
+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"]
 all = [
     "anyplot[test,dev,plotting,typecheck]",
 ]
diff --git a/uv.lock b/uv.lock
index 3a865d0d60..f1aa19145d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -148,7 +148,7 @@ wheels = [
 
 [[package]]
 name = "altair"
-version = "6.1.0"
+version = "6.2.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jinja2" },
@@ -157,9 +157,9 @@ dependencies = [
     { name = "packaging" },
     { name = "typing-extensions", marker = "python_full_version < '3.15'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3a/1e/365a9144db3254f86f1b974660b9ede1e9a38c9dc0730e4a9b1192eec5d6/altair-6.1.0.tar.gz", hash = "sha256:dda699216cf85b040d968ae5a569ad45957616811e38760a85e5118269daca67", size = 765519, upload-time = "2026-04-21T13:08:46.44Z" }
+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" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ce/63/5dacc8d8306c715088b897a479e551bc0779fd2f0f26c97fec5e36542b4e/altair-6.1.0-py3-none-any.whl", hash = "sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b", size = 796996, upload-time = "2026-04-21T13:08:48.549Z" },
+    { 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" },
 ]
 
 [[package]]
@@ -182,7 +182,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.104.1"
+version = "0.107.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -194,9 +194,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/22/c7/7a655b948916f777354648ce979f68b94d5b8dbdb5f61fed1f37fad9378c/anthropic-0.104.1.tar.gz", hash = "sha256:17362b6c45f527afcc9b0fdf62011ffd359726ab2ebcb1978ea0cc41bd8d8d40", size = 850081, upload-time = "2026-05-22T15:36:57.432Z" }
+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" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b8/12/d9ab42790494d7c428391a46cd28492395566a6a8ccb138d681978594455/anthropic-0.104.1-py3-none-any.whl", hash = "sha256:35c8cb456f5a4405aafe1f10f03f6fcc54fa51fa8ec01d655cc4b437d120e9b7", size = 832996, upload-time = "2026-05-22T15:36:59.519Z" },
+    { 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" },
 ]
 
 [[package]]
@@ -407,21 +407,21 @@ typecheck = [
 requires-dist = [
     { name = "aiosqlite", marker = "extra == 'test'", specifier = ">=0.20.0" },
     { name = "alembic", specifier = ">=1.14.0" },
-    { name = "altair", marker = "extra == 'lib-altair'", specifier = ">=6.1.0" },
-    { name = "altair", marker = "extra == 'plotting'", specifier = ">=6.1.0" },
-    { name = "anthropic", specifier = ">=0.104.1" },
+    { 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 = "anyplot", extras = ["test", "dev", "plotting", "typecheck"], marker = "extra == 'all'" },
     { name = "asyncpg", specifier = ">=0.30.0" },
-    { name = "bokeh", marker = "extra == 'lib-bokeh'", specifier = ">=3.6.0" },
-    { name = "bokeh", marker = "extra == 'plotting'", specifier = ">=3.6.0" },
+    { name = "bokeh", marker = "extra == 'lib-bokeh'", specifier = ">=3.9.1" },
+    { name = "bokeh", marker = "extra == 'plotting'", specifier = ">=3.9.1" },
     { name = "cachetools", specifier = ">=7.1.4" },
     { name = "cairosvg", marker = "extra == 'lib-pygal'", specifier = ">=2.7.0" },
     { 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 = ">=1.20.2" },
     { name = "fastapi", specifier = ">=0.136.3" },
-    { name = "fastmcp", specifier = ">=3.3.1" },
-    { name = "google-cloud-storage", specifier = ">=3.0.0" },
+    { name = "fastmcp", specifier = ">=3.4.2" },
+    { name = "google-cloud-storage", specifier = ">=3.11.0" },
     { 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" },
@@ -434,7 +434,7 @@ requires-dist = [
     { name = "matplotlib", marker = "extra == 'lib-matplotlib'", specifier = ">=3.10.9" },
     { name = "matplotlib", marker = "extra == 'lib-seaborn'", specifier = ">=3.10.9" },
     { name = "matplotlib-venn", marker = "extra == 'plotting'", specifier = ">=1.1.0" },
-    { name = "mcp", specifier = ">=1.27.1" },
+    { name = "mcp", specifier = ">=1.27.2" },
     { 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" },
@@ -454,13 +454,13 @@ requires-dist = [
     { name = "pandas", marker = "extra == 'lib-plotnine'", specifier = ">=3.0.3" },
     { name = "pandas", marker = "extra == 'lib-pygal'", specifier = ">=3.0.3" },
     { name = "pandas", marker = "extra == 'lib-seaborn'", specifier = ">=3.0.3" },
-    { name = "pandas-stubs", specifier = ">=2.3.0" },
+    { name = "pandas-stubs", specifier = ">=3.0.3.260530" },
     { name = "pg8000", specifier = ">=1.31.0" },
     { name = "pillow", specifier = ">=11.0.0" },
-    { name = "plotly", marker = "extra == 'lib-plotly'", specifier = ">=6.7.0" },
-    { name = "plotly", marker = "extra == 'plotting'", specifier = ">=6.7.0" },
-    { name = "plotnine", marker = "extra == 'lib-plotnine'", specifier = ">=0.15.4" },
-    { name = "plotnine", marker = "extra == 'plotting'", specifier = ">=0.15.4" },
+    { 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 = "pre-commit", marker = "extra == 'dev'", specifier = ">=4.6.0" },
     { name = "pydantic", specifier = ">=2.13.4" },
     { name = "pydantic-settings", specifier = ">=2.14.1" },
@@ -472,18 +472,18 @@ requires-dist = [
     { 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 = ">=0.15.14" },
-    { name = "scikit-learn", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-altair'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-bokeh'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-highcharts'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-letsplot'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-matplotlib'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-plotly'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-plotnine'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-pygal'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'lib-seaborn'", specifier = ">=1.6.0" },
-    { name = "scikit-learn", marker = "extra == 'plotting'", specifier = ">=1.6.0" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.16" },
+    { 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" },
+    { name = "scikit-learn", marker = "extra == 'lib-highcharts'", specifier = ">=1.9.0" },
+    { name = "scikit-learn", marker = "extra == 'lib-letsplot'", specifier = ">=1.9.0" },
+    { name = "scikit-learn", marker = "extra == 'lib-matplotlib'", specifier = ">=1.9.0" },
+    { name = "scikit-learn", marker = "extra == 'lib-plotly'", specifier = ">=1.9.0" },
+    { name = "scikit-learn", marker = "extra == 'lib-plotnine'", specifier = ">=1.9.0" },
+    { 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" },
@@ -516,9 +516,9 @@ requires-dist = [
     { name = "uvicorn", extras = ["standard"], specifier = ">=0.48.0" },
     { name = "vl-convert-python", marker = "extra == 'lib-altair'", specifier = ">=1.7.0" },
     { name = "vl-convert-python", marker = "extra == 'plotting'", specifier = ">=1.7.0" },
-    { name = "webdriver-manager", marker = "extra == 'lib-bokeh'", specifier = ">=4.1.1" },
-    { name = "webdriver-manager", marker = "extra == 'lib-highcharts'", specifier = ">=4.1.1" },
-    { name = "webdriver-manager", marker = "extra == 'plotting'", specifier = ">=4.1.1" },
+    { name = "webdriver-manager", marker = "extra == 'lib-bokeh'", specifier = ">=4.1.2" },
+    { name = "webdriver-manager", marker = "extra == 'lib-highcharts'", specifier = ">=4.1.2" },
+    { name = "webdriver-manager", marker = "extra == 'plotting'", specifier = ">=4.1.2" },
     { name = "wordcloud", marker = "extra == 'plotting'", specifier = ">=1.9.0" },
 ]
 provides-extras = ["test", "dev", "typecheck", "plotting", "lib-matplotlib", "lib-seaborn", "lib-plotly", "lib-bokeh", "lib-altair", "lib-plotnine", "lib-pygal", "lib-highcharts", "lib-letsplot", "all"]
@@ -634,7 +634,7 @@ wheels = [
 
 [[package]]
 name = "bokeh"
-version = "3.9.0"
+version = "3.9.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "contourpy" },
@@ -647,9 +647,9 @@ dependencies = [
     { name = "tornado", marker = "sys_platform != 'emscripten'" },
     { name = "xyzservices" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/bf/0d/fabb70707646217e4b0e3943e05730eab8c1f7b7e7485145f8594b52e606/bokeh-3.9.0.tar.gz", hash = "sha256:775219714a8496973ddbae16b1861606ba19fe670a421e4d43267b41148e07a3", size = 5740345, upload-time = "2026-03-11T17:58:34.062Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/cc/754521e919aab05982f126b7702c0a253341ef6b400beca22bc5b4bdcb72/bokeh-3.9.1.tar.gz", hash = "sha256:1463d3c84fba61a925ea6ace0b4d3d9c0160ca214f6851edbfed6dc27e172b60", size = 5749911, upload-time = "2026-06-04T18:04:42.932Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/47/0b/bdf449df87be3f07b23091ceafee8c3ef569cf6d2fb7edec6e3b12b3faa4/bokeh-3.9.0-py3-none-any.whl", hash = "sha256:b252bfb16a505f0e0c57d532d0df308ae1667235bafc622aa9441fe9e7c5ce4a", size = 6396068, upload-time = "2026-03-11T17:58:31.645Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/54/40ff985187f0fd1afcedebc23eda0ba92bdbea1e0605cbb878b45391e5e0/bokeh-3.9.1-py3-none-any.whl", hash = "sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd", size = 6406728, upload-time = "2026-06-04T18:04:40.832Z" },
 ]
 
 [[package]]
@@ -1196,19 +1196,19 @@ wheels = [
 
 [[package]]
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