diff --git a/.github/workflows/integration_test.yml b/.github/workflows/integration_test.yml
index 1342408..2f03ba8 100644
--- a/.github/workflows/integration_test.yml
+++ b/.github/workflows/integration_test.yml
@@ -273,7 +273,7 @@ jobs:
         run: |
           tail data/nextcloud.log
 
-      - name: Show context_chat logs
+      - name: Show context_agent logs
         if: always()
         run: |
           [ -f ${{ env.APP_NAME }}/logs ] && cat ${{ env.APP_NAME }}/logs || echo "No context_chat logs"
diff --git a/ex_app/lib/mcp_server.py b/ex_app/lib/mcp_server.py
index 4ccc1cc..4ed0a6e 100644
--- a/ex_app/lib/mcp_server.py
+++ b/ex_app/lib/mcp_server.py
@@ -8,6 +8,7 @@
 from fastmcp.server.dependencies import get_context
 from nc_py_api import AsyncNextcloudApp, NextcloudApp
 from fastmcp.server.middleware import Middleware, MiddlewareContext, CallNext
+from fastmcp.server.dependencies import get_http_headers
 from fastmcp.tools import Tool
 from mcp import types as mt
 from ex_app.lib.tools import get_tools
@@ -30,7 +31,7 @@ def get_user(authorization_header: str, nc: AsyncNextcloudApp) -> str:
 class UserAuthMiddleware(Middleware):
 	async def on_message(self, context: MiddlewareContext, call_next):
 		# Middleware stores user info in context state
-		authorization_header = context.fastmcp_context.request_context.request.headers.get("Authorization")
+		authorization_header = get_http_headers().get("authorization")
 		if authorization_header is None:
 			raise Exception("Authorization header is missing/invalid")
 		nc = AsyncNextcloudApp()
diff --git a/poetry.lock b/poetry.lock
index 54d20a5..556b7e1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,145 +1,144 @@
-# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.6.1"
+version = "2.6.2"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
-    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+    {file = "aiohappyeyeballs-2.6.2-py3-none-any.whl", hash = "sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4"},
+    {file = "aiohappyeyeballs-2.6.2.tar.gz", hash = "sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.13.5"
+version = "3.14.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -149,10 +148,11 @@ attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 propcache = ">=0.2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\" and sys_platform != \"android\" and sys_platform != \"ios\"", "aiodns (>=3.3.0) ; sys_platform != \"android\" and sys_platform != \"ios\"", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\" and sys_platform != \"android\" and sys_platform != \"ios\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -233,6 +233,19 @@ tzdata = {version = "*", markers = "python_version >= \"3.9\""}
 doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
 test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2025.2)", "simplejson (==3.*)"]
 
+[[package]]
+name = "async-timeout"
+version = "5.0.1"
+description = "Timeout context manager for asyncio programs"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_full_version < \"3.11.3\""
+files = [
+    {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
+    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
+]
+
 [[package]]
 name = "attrs"
 version = "26.1.0"
@@ -247,14 +260,14 @@ files = [
 
 [[package]]
 name = "authlib"
-version = "1.7.0"
+version = "1.7.2"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "authlib-1.7.0-py2.py3-none-any.whl", hash = "sha256:e36817afb02f6f0b6bf55f150782499ddd6ddf44b402bb055d3263cc65ac9ae0"},
-    {file = "authlib-1.7.0.tar.gz", hash = "sha256:b3e326c9aa9cc3ea95fe7d89fd880722d3608da4d00e8a27e061e64b48d801d5"},
+    {file = "authlib-1.7.2-py2.py3-none-any.whl", hash = "sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f"},
+    {file = "authlib-1.7.2.tar.gz", hash = "sha256:2cea25fefcd4e7173bdf1372c0afc265c8034b23a8cd5dcb6a9164b826c64231"},
 ]
 
 [package.dependencies]
@@ -298,28 +311,193 @@ test = ["celery", "click", "coverage (>=5.5)", "docutils (>=0.22.0)", "equinox ;
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 test-tox-coverage = ["coverage (>=5.5)"]
 
+[[package]]
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+version = "1.2.0"
+description = "Python bindings for the Brotli compression library"
+optional = false
+python-versions = "*"
+groups = ["main"]
+markers = "platform_python_implementation == \"CPython\""
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+
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 name = "cachetools"
-version = "7.0.6"
+version = "7.1.4"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
 name = "caldav"
-version = "3.1.0"
+version = "3.2.1"
 description = "CalDAV (RFC4791) client library"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -333,18 +511,18 @@ pyyaml = "*"
 recurring-ical-events = ">=2.0.0"
 
 [package.extras]
-test = ["coverage", "deptry (>=0.24.0) ; python_version >= \"3.10\"", "httpx", "manuel", "proxy-py", "pyfakefs", "pytest", "pytest-asyncio", "radicale", "tzlocal", "vobject", "xandikos (>=0.3.3)"]
+test = ["coverage", "deptry (>=0.24.0) ; python_version >= \"3.10\"", "httpx", "httpxyz", "manuel", "proxy-py", "pyfakefs", "pytest", "pytest-asyncio", "radicale", "tzlocal", "vobject", "xandikos (>=0.3.3)"]
 
 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.5.20"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -354,7 +532,6 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
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@@ -586,19 +763,31 @@ files = [
 
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 name = "click"
-version = "8.3.2"
+version = "8.4.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
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 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpickle"
+version = "3.1.2"
+description = "Pickler class to extend the standard pickle.Pickler functionality"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -612,99 +801,103 @@ files = [
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 ]
 
+[[package]]
+name = "cronsim"
+version = "2.7"
+description = "Cron expression parser and evaluator"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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+]
+
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-version = "46.0.7"
+version = "48.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
-python-versions = "!=3.9.0,!=3.9.1,>=3.8"
-groups = ["main"]
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 toml = ["tomli (>=2.0.0) ; python_version < \"3.11\""]
@@ -729,24 +922,26 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "ddgs"
-version = "9.14.1"
+version = "9.14.4"
 description = "Dux Distributed Global Search. A metasearch library that aggregates results from diverse web search services."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "ddgs-9.14.1-py3-none-any.whl", hash = "sha256:e6b853be092532add9c0d611c4b121f0b27092de66756401057c2100f6b1ab44"},
-    {file = "ddgs-9.14.1.tar.gz", hash = "sha256:85b878225a622ba145aff33c0f2f0dceb90d6cfaa291af253021d10cb261a8bb"},
+    {file = "ddgs-9.14.4-py3-none-any.whl", hash = "sha256:acb084c34bf1110c974caf7e5e5a2c1973beb4bd9e170bfd191fe5ed2d2b2d6c"},
+    {file = "ddgs-9.14.4.tar.gz", hash = "sha256:f7b118a2b709a9e9c04a1dca6e96b98c25d4dfaca1a4b0a244d74454fcca48ef"},
 ]
 
 [package.dependencies]
 click = ">=8.1.8"
+fake-useragent = ">=2.2.0"
+httpx = {version = ">=0.28.1", extras = ["brotli", "http2", "socks"]}
 lxml = ">=4.9.4"
 primp = ">=1.2.3"
 
 [package.extras]
 api = ["fastapi (>=0.135.1)", "uvicorn[standard] (>=0.41.0)"]
-dev = ["lxml-stubs", "mypy (>=1.17.1)", "prek", "pytest (>=8.4.1)", "pytest-trio", "ruff (>=0.13.0)", "types-PyYAML", "types-Pygments", "types-pexpect", "types-ujson"]
+dev = ["lxml-stubs", "mypy (>=1.17.1)", "prek", "pytest (>=8.4.1)", "pytest-trio", "ruff (>=0.13.0)", "types-PySocks", "types-PyYAML", "types-Pygments", "types-colorama", "types-decorator", "types-jsonschema", "types-pexpect", "types-psutil", "types-pyasn1", "types-ujson"]
 dht = ["fastapi (>=0.135.1)", "trio (>=0.25.0)", "uvicorn[standard] (>=0.41.0)"]
 mcp = ["mcp (>=1.26.0)"]
 
@@ -800,18 +995,6 @@ dev = ["pre-commit (>=2.16.0) ; python_version >= \"3.9\"", "pydoctor (>=25.4.0)
 docs = ["pydoctor (>=25.4.0)"]
 test = ["pytest"]
 
-[[package]]
-name = "docutils"
-version = "0.22.4"
-description = "Docutils -- Python Documentation Utilities"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
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-    {file = "docutils-0.22.4.tar.gz", hash = "sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968"},
-]
-
 [[package]]
 name = "email-validator"
 version = "2.3.0"
@@ -846,16 +1029,53 @@ typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
 [package.extras]
 test = ["pytest (>=6)"]
 
+[[package]]
+name = "fake-useragent"
+version = "2.2.0"
+description = "Up-to-date simple useragent faker with real world database"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "fake_useragent-2.2.0-py3-none-any.whl", hash = "sha256:67f35ca4d847b0d298187443aaf020413746e56acd985a611908c73dba2daa24"},
+    {file = "fake_useragent-2.2.0.tar.gz", hash = "sha256:4e6ab6571e40cc086d788523cf9e018f618d07f9050f822ff409a4dfe17c16b2"},
+]
+
+[[package]]
+name = "fakeredis"
+version = "2.34.1"
+description = "Python implementation of redis API, can be used for testing purposes."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "fakeredis-2.34.1-py3-none-any.whl", hash = "sha256:0107ec99d48913e7eec2a5e3e2403d1bd5f8aa6489d1a634571b975289c48f12"},
+    {file = "fakeredis-2.34.1.tar.gz", hash = "sha256:4ff55606982972eecce3ab410e03d746c11fe5deda6381d913641fbd8865ea9b"},
+]
+
+[package.dependencies]
+lupa = {version = ">=2.1", optional = true, markers = "extra == \"lua\""}
+redis = {version = ">=4.3", markers = "python_version > \"3.8\""}
+sortedcontainers = ">=2"
+
+[package.extras]
+bf = ["pyprobables (>=0.6)"]
+cf = ["pyprobables (>=0.6)"]
+json = ["jsonpath-ng (>=1.6)"]
+lua = ["lupa (>=2.1)"]
+probabilistic = ["pyprobables (>=0.6)"]
+valkey = ["valkey (>=6) ; python_version >= \"3.8\""]
+
 [[package]]
 name = "fastapi"
-version = "0.136.0"
+version = "0.136.3"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "fastapi-0.136.0.tar.gz", hash = "sha256:cf08e067cc66e106e102d9ba659463abfac245200752f8a5b7b1e813de4ff73e"},
+    {file = "fastapi-0.136.3-py3-none-any.whl", hash = "sha256:3d2a69bdf04b7e9f3afa292c3bc7a98816bbfafa10bc9b45f3f3700d2f761620"},
+    {file = "fastapi-0.136.3.tar.gz", hash = "sha256:e487fae93ad408e6f47641ee4dfe389864fd7bec92e547ea8498fc13f43e83ab"},
 ]
 
 [package.dependencies]
@@ -872,33 +1092,39 @@ standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[stand
 
 [[package]]
 name = "fastmcp"
-version = "2.13.0.2"
+version = "2.14.7"
 description = "The fast, Pythonic way to build MCP servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "fastmcp-2.14.7-py3-none-any.whl", hash = "sha256:e081a5222a6d302a148871d89fd714b13130cee6594f53a3e1afd7518f0096c0"},
+    {file = "fastmcp-2.14.7.tar.gz", hash = "sha256:0d2e83b9d1c5fe0af32036979de3bb99a38f05dc1476d60f1b3259168e139cd0"},
 ]
 
 [package.dependencies]
-authlib = ">=1.5.2"
-cyclopts = ">=3.0.0"
+authlib = ">=1.6.5"
+cyclopts = ">=4.0.0"
 exceptiongroup = ">=1.2.2"
+fakeredis = {version = "<2.35.0", extras = ["lua"]}
 httpx = ">=0.28.1"
+jsonref = ">=1.1.0"
 jsonschema-path = ">=0.3.4"
-mcp = ">=1.17.0,<2.0.0"
+mcp = ">=1.24.0,<2.0"
 openapi-pydantic = ">=0.5.1"
+packaging = ">=20.0"
 platformdirs = ">=4.0.0"
-py-key-value-aio = {version = ">=0.2.8,<0.3.0", extras = ["disk", "keyring", "memory"]}
+py-key-value-aio = {version = ">=0.3.0,<0.4.0", extras = ["disk", "keyring", "memory"]}
 pydantic = {version = ">=2.11.7", extras = ["email"]}
+pydocket = ">=0.17.2"
 pyperclip = ">=1.9.0"
 python-dotenv = ">=1.1.0"
 rich = ">=13.9.4"
+uvicorn = ">=0.35"
 websockets = ">=15.0.1"
 
 [package.extras]
+anthropic = ["anthropic (>=0.40.0)"]
 openai = ["openai (>=1.102.0)"]
 
 [[package]]
@@ -1055,72 +1281,92 @@ files = [
 
 [[package]]
 name = "greenlet"
-version = "3.4.0"
+version = "3.5.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""
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+
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+
+[[package]]
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 [[package]]
 name = "httpcore"
 version = "1.0.9"
@@ -1175,9 +1449,13 @@ files = [
 
 [package.dependencies]
 anyio = "*"
+brotli = {version = "*", optional = true, markers = "platform_python_implementation == \"CPython\" and extra == \"brotli\""}
+brotlicffi = {version = "*", optional = true, markers = "platform_python_implementation != \"CPython\" and extra == \"brotli\""}
 certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
 httpcore = "==1.*"
 idna = "*"
+socksio = {version = "==1.*", optional = true, markers = "extra == \"socks\""}
 
 [package.extras]
 brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
@@ -1198,16 +1476,28 @@ files = [
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 ]
 
+[[package]]
+name = "hyperframe"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
+]
+
 [[package]]
 name = "icalendar"
-version = "7.0.3"
+version = "7.1.2"
 description = "RFC 5545 compatible parser and generator of iCalendar files"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "icalendar-7.0.3.tar.gz", hash = "sha256:95027ece087ab87184d765f03761f25875821f74cdd18d3b57e9c868216d8fde"},
+    {file = "icalendar-7.1.2-py3-none-any.whl", hash = "sha256:01c76243c76c549f58bb51510a8f0a4edb7c539726adda1356dfd0dc04fb7a53"},
+    {file = "icalendar-7.1.2.tar.gz", hash = "sha256:ebc43ebeb357be98984b573d975118008dee3410d8df28b054ef2943cf3e367e"},
 ]
 
 [package.dependencies]
@@ -1217,14 +1507,14 @@ tzdata = ">=2025.3"
 
 [[package]]
 name = "icalendar-searcher"
-version = "1.0.5"
+version = "1.0.6"
 description = "Search, filter and sort iCalendar components"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
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-    {file = "icalendar_searcher-1.0.5.tar.gz", hash = "sha256:abd99bf1ac9c9d675d84151101db4883a97e9958755708804c55abd30df58f6c"},
+    {file = "icalendar_searcher-1.0.6-py3-none-any.whl", hash = "sha256:649aad558df211bc50ca3dea3646e1b2f3e93f0995bca2b6358e9c79031471b6"},
+    {file = "icalendar_searcher-1.0.6.tar.gz", hash = "sha256:2440d4d0d9fbe0021a6647916853744dbca179abd39d25c742ebb8442bbc1bc3"},
 ]
 
 [package.dependencies]
@@ -1256,18 +1546,18 @@ tatsu = ">4.2,<5.16.0"
 
 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.18"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2"},
+    {file = "idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848"},
 ]
 
 [package.extras]
-all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "importlib-metadata"
@@ -1338,26 +1628,26 @@ type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]
 
 [[package]]
 name = "jaraco-functools"
-version = "4.4.0"
+version = "4.5.0"
 description = "Functools like those found in stdlib"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "jaraco_functools-4.5.0-py3-none-any.whl", hash = "sha256:79ce39246eddbde4b3a03b77ea5f0f7878dc669b166a66cf3fa8e266aa3fa2f4"},
+    {file = "jaraco_functools-4.5.0.tar.gz", hash = "sha256:3bb5665ea4a020cf78a7040e89154c77edadb3ca74f366479669c5999aa70b03"},
 ]
 
 [package.dependencies]
 more_itertools = "*"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.14)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=3.4)"]
 test = ["jaraco.classes", "pytest (>=6,!=8.1.*)"]
-type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
+type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]
 
 [[package]]
 name = "jeepney"
@@ -1378,130 +1668,130 @@ trio = ["trio"]
 
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 name = "jh2"
-version = "5.0.11"
+version = "5.0.13"
 description = "HTTP/2 State-Machine based protocol implementation"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
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 ]
 
 [[package]]
 name = "joserfc"
-version = "1.6.4"
+version = "1.7.0"
 description = "The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1537,6 +1827,18 @@ files = [
     {file = "jsonpointer-3.1.1.tar.gz", hash = "sha256:0b801c7db33a904024f6004d526dcc53bbb8a4a0f4e32bfd10beadf60adf1900"},
 ]
 
+[[package]]
+name = "jsonref"
+version = "1.1.0"
+description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "jsonschema"
 version = "4.26.0"
@@ -1561,18 +1863,19 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-path"
-version = "0.4.5"
+version = "0.5.0"
 description = "JSONSchema Spec with object-oriented paths"
 optional = false
 python-versions = "<4.0.0,>=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-pathable = ">=0.5.0,<0.6.0"
+attrs = ">=22.2.0"
+pathable = ">=0.6.0,<0.7.0"
 PyYAML = ">=5.1"
 referencing = "<0.38.0"
 
@@ -1626,18 +1929,18 @@ type = ["pygobject-stubs", "pytest-mypy (>=1.0.1)", "shtab", "types-pywin32"]
 
 [[package]]
 name = "langchain"
-version = "0.3.28"
+version = "0.3.30"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
 groups = ["main"]
 files = [
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+    {file = "langchain-0.3.30.tar.gz", hash = "sha256:06599ec90fb550e0118b0ceab737667d2c0891fcc62ffce2058d21c945844448"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.73,<1.0.0"
+langchain-core = ">=0.3.85,<1.0.0"
 langchain-text-splitters = ">=0.3.9,<1.0.0"
 langsmith = ">=0.1.17,<1.0.0"
 pydantic = ">=2.7.4,<3.0.0"
@@ -1695,14 +1998,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.84"
+version = "0.3.86"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
 groups = ["main"]
 files = [
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-    {file = "langchain_core-0.3.84.tar.gz", hash = "sha256:814b75bfe67a8460a53f5839bae9505bbfffc7af6f1aa0a5155715563f5cc490"},
+    {file = "langchain_core-0.3.86-py3-none-any.whl", hash = "sha256:7d2a1c50d2d2a139dbc6465cd339f32d14aa43db5ac9bd232e5b567a238709e8"},
+    {file = "langchain_core-0.3.86.tar.gz", hash = "sha256:671cbc96a325fe47f7dbab421236ada2d437bc4bfad0038102264885d0b462e2"},
 ]
 
 [package.dependencies]
@@ -1817,14 +2120,14 @@ orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
-version = "0.7.33"
+version = "0.8.8"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "langsmith-0.8.8.tar.gz", hash = "sha256:9d00e54f54d833c1914003527ff03ad0364741034330da72f0adbeaba852b6cf"},
 ]
 
 [package.dependencies]
@@ -1835,6 +2138,7 @@ pydantic = ">=2,<3"
 requests = ">=2.0.0"
 requests-toolbelt = ">=1.0.0"
 uuid-utils = ">=0.12.0,<1.0"
+websockets = ">=15.0"
 xxhash = ">=3.0.0"
 zstandard = ">=0.23.0"
 
@@ -1845,151 +2149,228 @@ langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2)"]
 openai-agents = ["openai-agents (>=0.0.3)"]
 otel = ["opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)"]
 pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4)", "vcrpy (>=7.0.0)"]
-sandbox = ["websockets (>=15.0)"]
+strands-agents = ["opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)", "strands-agents (>=0.1.0)", "strands-agents-tools (>=0.2.0)"]
 vcr = ["vcrpy (>=7.0.0)"]
 
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+version = "2.8"
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+optional = false
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 [package.extras]
@@ -2000,14 +2381,14 @@ htmlsoup = ["BeautifulSoup4"]
 
 [[package]]
 name = "markdown-it-py"
-version = "4.0.0"
+version = "4.2.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2020,7 +2401,7 @@ linkify = ["linkify-it-py (>=1,<3)"]
 plugins = ["mdit-py-plugins (>=0.5.0)"]
 profiling = ["gprof2dot"]
 rtd = ["ipykernel", "jupyter_sphinx", "mdit-py-plugins (>=0.5.0)", "myst-parser", "pyyaml", "sphinx", "sphinx-book-theme (>=1.0,<2.0)", "sphinx-copybutton", "sphinx-design"]
-testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "pytest-timeout", "requests"]
 
 [[package]]
 name = "marshmallow"
@@ -2044,19 +2425,19 @@ tests = ["pytest", "simplejson"]
 
 [[package]]
 name = "mcp"
-version = "1.27.0"
+version = "1.27.2"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 anyio = ">=4.5"
-httpx = ">=0.27.1"
+httpx = ">=0.27.1,<1.0.0"
 httpx-sse = ">=0.4"
 jsonschema = ">=4.20.0"
 pydantic = ">=2.11.0,<3.0.0"
@@ -2089,14 +2470,14 @@ files = [
 
 [[package]]
 name = "more-itertools"
-version = "11.0.2"
+version = "11.1.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 socks = ["urllib3-future[socks]"]
 speedups = ["orjson (>=3,<4)", "urllib3-future[brotli,zstd]"]
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 ws = ["urllib3-future[ws]"]
 zstd = ["urllib3-future[zstd]"]
 
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 [[package]]
 name = "py-key-value-aio"
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 description = "Async Key-Value"
 optional = false
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-cachetools = {version = ">=6.0.0", optional = true, markers = "extra == \"memory\""}
-diskcache = {version = ">=5.6.0", optional = true, markers = "extra == \"disk\""}
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 keyring = {version = ">=25.6.0", optional = true, markers = "extra == \"keyring\""}
 pathvalidate = {version = ">=3.3.1", optional = true, markers = "extra == \"disk\""}
-py-key-value-shared = "0.2.8"
+py-key-value-shared = "0.3.0"
+redis = {version = ">=4.3.0", optional = true, markers = "extra == \"redis\""}
 
 [package.extras]
-disk = ["diskcache (>=5.6.0)", "pathvalidate (>=3.3.1)"]
+disk = ["diskcache (>=5.0.0)", "pathvalidate (>=3.3.1)"]
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 dynamodb = ["aioboto3 (>=13.3.0)", "types-aiobotocore-dynamodb (>=2.16.0)"]
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 keyring = ["keyring (>=25.6.0)"]
 keyring-linux = ["dbus-python (>=1.4.0)", "keyring (>=25.6.0)"]
 memcached = ["aiomcache (>=0.8.0)"]
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-mongodb = ["pymongo (>=4.15.0)"]
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 pydantic = ["pydantic (>=2.11.9)"]
 redis = ["redis (>=4.3.0)"]
-rocksdb = ["rocksdict (>=0.3.0)"]
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 valkey = ["valkey-glide (>=2.1.0)"]
 vault = ["hvac (>=2.3.0)", "types-hvac (>=2.3.0)"]
 wrappers-encryption = ["cryptography (>=45.0.0)"]
 
 [[package]]
 name = "py-key-value-shared"
-version = "0.2.8"
+version = "0.3.0"
 description = "Shared Key-Value"
 optional = false
 python-versions = ">=3.10"
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 files = [
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@@ -2851,7 +3267,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
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 [package.dependencies]
@@ -3015,14 +3431,14 @@ typing-extensions = ">=4.14.1"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.14.0"
+version = "2.14.1"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -3037,6 +3453,36 @@ gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
+[[package]]
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+version = "0.21.1"
+description = "A distributed background task system for Python functions"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
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+typing-extensions = ">=4.12.0"
+tzdata = {version = ">=2025.2", markers = "sys_platform == \"win32\""}
+uncalled-for = ">=0.3.2"
+
+[package.extras]
+metrics = ["opentelemetry-sdk (>=1.33.0)"]
+
 [[package]]
 name = "pygments"
 version = "2.20.0"
@@ -3054,14 +3500,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.12.1"
+version = "2.13.0"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
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+
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+version = "3.8.2"
 description = "Calculate recurrence times of events, todos, alarms and journals based on icalendar RFC5545."
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 ]
 
 [package.dependencies]
@@ -3414,6 +3872,29 @@ x-wr-timezone = {version = ">=1.0.0,<3.0.0", markers = "python_version >= \"3.9\
 [package.extras]
 test = ["pygments", "pytest", "pytest-cov", "pytz (>=2023.3)", "restructuredtext-lint"]
 
+[[package]]
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+
+[package.dependencies]
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+
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+hiredis = ["hiredis (>=3.2.0)"]
+jwt = ["pyjwt (>=2.12.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (>=20.0.1)", "requests (>=2.31.0)"]
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+xxhash = ["xxhash (>=3.6.0,<3.7.0)"]
+
 [[package]]
 name = "referencing"
 version = "0.37.0"
@@ -3433,14 +3914,14 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "requests"
-version = "2.33.1"
+version = "2.34.2"
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+docs = ["docutils", "rich", "rich_rst", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+tests = ["pytest", "pytest-cov"]
 
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 jeepney = ">=0.6"
 
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+python-versions = "*"
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 ]
 
 [package.dependencies]
@@ -3764,14 +4292,14 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "sse-starlette"
-version = "3.3.4"
+version = "3.4.4"
 description = "SSE plugin for Starlette"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3780,20 +4308,21 @@ starlette = ">=0.49.1"
 
 [package.extras]
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-examples = ["aiosqlite (>=0.21.0)", "fastapi (>=0.115.12)", "sqlalchemy[asyncio] (>=2.0.41)", "uvicorn (>=0.34.0)"]
+examples = ["fastapi (>=0.115.12)", "pydantic (>=2)", "uvicorn (>=0.34.0)"]
+examples-db = ["aiosqlite (>=0.21.0)", "sqlalchemy[asyncio] (>=2.0.41)"]
 granian = ["granian (>=2.3.1)"]
 uvicorn = ["uvicorn (>=0.34.0)"]
 
 [[package]]
 name = "starlette"
-version = "1.0.0"
+version = "1.2.1"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3835,6 +4364,24 @@ files = [
 doc = ["reno", "sphinx"]
 test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
+[[package]]
+name = "typer"
+version = "0.26.7"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+rich = ">=13.8.0"
+shellingham = ">=1.3.0"
+
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"
@@ -3880,26 +4427,38 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2026.1"
+version = "2026.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
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 files = [
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+version = "0.3.2"
+description = "Async dependency injection for Python functions"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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 [[package]]
 name = "urllib3"
-version = "2.6.3"
+version = "2.7.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
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 [package.extras]
@@ -3910,14 +4469,14 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "urllib3-future"
-version = "2.19.909"
+version = "2.21.902"
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 python-versions = ">=3.7"
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 [package.dependencies]
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 zstd = ["zstandard (>=0.18.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "uuid-utils"
-version = "0.14.1"
+version = "0.16.0"
 description = "Fast, drop-in replacement for Python's uuid module, powered by Rust."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
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+    {file = "yarl-1.24.2.tar.gz", hash = "sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8"},
 ]
 
 [package.dependencies]
@@ -4427,24 +5094,24 @@ requests = "*"
 
 [[package]]
 name = "zipp"
-version = "3.23.1"
+version = "4.1.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "python_version == \"3.11\""
 files = [
-    {file = "zipp-3.23.1-py3-none-any.whl", hash = "sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc"},
-    {file = "zipp-3.23.1.tar.gz", hash = "sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110"},
+    {file = "zipp-4.1.0-py3-none-any.whl", hash = "sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f"},
+    {file = "zipp-4.1.0.tar.gz", hash = "sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.14)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
+enabler = ["pytest-enabler (>=3.4)"]
 test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
+type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]
 
 [[package]]
 name = "zstandard"
@@ -4561,4 +5228,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<4"
-content-hash = "2a74cf9cb11dad454b3b1d6d2eb6ae489376e1362548b4e4ca484e376d681819"
+content-hash = "502d5c71ea7ae502bf0948d4c718049e9bb3171c48f2016b73e1f6afd815b0e8"
diff --git a/pyproject.toml b/pyproject.toml
index 0201f17..2d5b4d2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,9 +18,9 @@ pytz = "^2025.2"
 langchain-community = "^0.3.23"
 vobject = "^0.9.9"
 youtube-search = "^2.1.2"
-uvicorn = "^0.34.2"
+uvicorn = "^0.40"
 langchain-mcp-adapters = "^0.1.9"
-fastmcp = "^2.11.2"
+fastmcp = "^2.14"
 niquests = "^3.17.0"
 ddgs = "^9.13.1"