diff --git a/mcp_servers/requirements-core.txt b/mcp_servers/requirements-core.txt
index f55796fd..c329331e 100644
--- a/mcp_servers/requirements-core.txt
+++ b/mcp_servers/requirements-core.txt
@@ -28,6 +28,8 @@ attrs==25.4.0
     #   referencing
 authlib==1.6.6
     # via fastmcp
+backports-tarfile==1.2.0
+    # via jaraco-context
 beartype==0.22.9
     # via
     #   py-key-value-aio
@@ -49,11 +51,14 @@ click==8.3.1
     #   uvicorn
 cloudpickle==3.1.2
     # via pydocket
+croniter==6.0.0
+    # via pydocket
 cryptography==46.0.5
     # via
     #   -r mcp_servers/requirements-core.in
     #   authlib
     #   pyjwt
+    #   secretstorage
 cyclopts==4.4.4
     # via fastmcp
 diskcache==5.6.3
@@ -70,9 +75,9 @@ exceptiongroup==1.3.1
     # via fastmcp
 fakeredis[lua]==2.33.0
     # via pydocket
-fastapi==0.128.0
+fastapi==0.129.0
     # via -r mcp_servers/requirements-core.in
-fastmcp==2.14.2
+fastmcp==2.14.5
     # via -r mcp_servers/requirements-core.in
 frozenlist==1.8.0
     # via
@@ -99,13 +104,21 @@ idna==3.11
     #   requests
     #   yarl
 importlib-metadata==8.7.1
-    # via opentelemetry-api
+    # via
+    #   keyring
+    #   opentelemetry-api
 jaraco-classes==3.4.0
     # via keyring
 jaraco-context==6.0.2
     # via keyring
 jaraco-functools==4.4.0
     # via keyring
+jeepney==0.9.0
+    # via
+    #   keyring
+    #   secretstorage
+jsonref==1.1.0
+    # via fastmcp
 jsonschema==4.26.0
     # via mcp
 jsonschema-path==0.3.4
@@ -118,7 +131,7 @@ lupa==2.6
     # via fakeredis
 markdown-it-py==4.0.0
     # via rich
-mcp==1.25.0
+mcp==1.26.0
     # via fastmcp
 mdurl==0.1.2
     # via markdown-it-py
@@ -133,24 +146,9 @@ multidict==6.7.0
 openapi-pydantic==0.5.1
     # via fastmcp
 opentelemetry-api==1.39.1
-    # via
-    #   opentelemetry-exporter-prometheus
-    #   opentelemetry-instrumentation
-    #   opentelemetry-sdk
-    #   opentelemetry-semantic-conventions
-    #   pydocket
-opentelemetry-exporter-prometheus==0.60b1
-    # via pydocket
-opentelemetry-instrumentation==0.60b1
     # via pydocket
-opentelemetry-sdk==1.39.1
-    # via opentelemetry-exporter-prometheus
-opentelemetry-semantic-conventions==0.60b1
-    # via
-    #   opentelemetry-instrumentation
-    #   opentelemetry-sdk
 packaging==25.0
-    # via opentelemetry-instrumentation
+    # via fastmcp
 pathable==0.4.4
     # via jsonschema-path
 pathvalidate==3.3.1
@@ -158,9 +156,7 @@ pathvalidate==3.3.1
 platformdirs==4.5.1
     # via fastmcp
 prometheus-client==0.23.1
-    # via
-    #   opentelemetry-exporter-prometheus
-    #   pydocket
+    # via pydocket
 propcache==0.4.1
     # via
     #   aiohttp
@@ -185,7 +181,7 @@ pydantic-core==2.41.5
     # via pydantic
 pydantic-settings==2.12.0
     # via mcp
-pydocket==0.16.3
+pydocket==0.17.7
     # via fastmcp
 pygments==2.19.2
     # via rich
@@ -193,6 +189,8 @@ pyjwt[crypto]==2.10.1
     # via mcp
 pyperclip==1.11.0
     # via fastmcp
+python-dateutil==2.9.0.post0
+    # via croniter
 python-dotenv==1.2.1
     # via
     #   fastmcp
@@ -203,6 +201,8 @@ python-multipart==0.0.22
     # via
     #   -r mcp_servers/requirements-core.in
     #   mcp
+pytz==2025.2
+    # via croniter
 pyyaml==6.0.3
     # via jsonschema-path
 redis==7.1.0
@@ -234,11 +234,15 @@ rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
+secretstorage==3.5.0
+    # via keyring
 shellingham==1.5.4
     # via typer
+six==1.17.0
+    # via python-dateutil
 sortedcontainers==2.4.0
     # via fakeredis
-sse-starlette==3.1.2
+sse-starlette==3.2.0
     # via
     #   -r mcp_servers/requirements-core.in
     #   mcp
@@ -253,19 +257,23 @@ typer==0.21.1
     # via pydocket
 typing-extensions==4.15.0
     # via
+    #   aiosignal
+    #   anyio
+    #   exceptiongroup
     #   fastapi
     #   mcp
     #   opentelemetry-api
-    #   opentelemetry-sdk
-    #   opentelemetry-semantic-conventions
     #   py-key-value-shared
     #   pydantic
     #   pydantic-core
     #   pydocket
+    #   referencing
+    #   starlette
     #   typer
     #   typing-inspection
 typing-inspection==0.4.2
     # via
+    #   fastapi
     #   mcp
     #   pydantic
     #   pydantic-settings
@@ -280,8 +288,6 @@ uvicorn==0.40.0
     #   mcp
 websockets==15.0.1
     # via fastmcp
-wrapt==1.17.3
-    # via opentelemetry-instrumentation
 yarl==1.22.0
     # via aiohttp
 zipp==3.23.0
diff --git a/requirements-dev.txt b/requirements-dev.txt
old mode 100755
new mode 100644
index 2f301ce5..462cf578
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -6,7 +6,7 @@
 #
 astroid==4.0.3
     # via pylint
-black==25.12.0
+black==26.1.0
     # via -r requirements-dev.in
 click==8.3.1
     # via black
@@ -56,7 +56,7 @@ pytest-cov==7.0.0
     # via -r requirements-dev.in
 pytokens==0.3.0
     # via black
-ruff==0.14.10
+ruff==0.15.1
     # via -r requirements-dev.in
 tomlkit==0.13.3
     # via pylint
diff --git a/requirements-finetuning.txt b/requirements-finetuning.txt
old mode 100755
new mode 100644
index 03ec38bf..11f6dc67
--- a/requirements-finetuning.txt
+++ b/requirements-finetuning.txt
@@ -12,17 +12,17 @@
 
 # --- CORE ML & FINE-TUNING STACK ---
 # Pinned to PyTorch 2.9.0 to match xformers dependency.
-torch==2.9.1+cu126
-torchvision==0.24.1+cu126
-torchaudio==2.9.1+cu126
+torch==2.10.0+cu126
+torchvision==0.25.0+cu126
+torchaudio==2.10.0+cu126
 
 # Pinned to a known-good, compatible set.
 transformers>=4.53.0
-peft==0.18.0
-trl==0.26.2
-bitsandbytes==0.49.0
+peft==0.18.1
+trl==0.28.0
+bitsandbytes==0.49.1
 triton>=2.3.0
-datasets==4.4.2
+datasets==4.5.0
 accelerate==1.12.0
 xformers
 llama-cpp-python