diff --git a/surfsense_backend/uv.lock b/surfsense_backend/uv.lock
index 8ec09ddd9..2187a88cb 100644
--- a/surfsense_backend/uv.lock
+++ b/surfsense_backend/uv.lock
@@ -175,6 +175,15 @@ wheels = [
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+[[package]]
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+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288 }
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+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -1568,16 +1577,17 @@ wheels = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.9"
+version = "0.128.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "annotated-doc" },
     { name = "pydantic" },
     { name = "starlette" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ab/dd/d854f85e70f7341b29e3fda754f2833aec197bd355f805238758e3bcd8ed/fastapi-0.115.9.tar.gz", hash = "sha256:9d7da3b196c5eed049bc769f9475cd55509a112fbe031c0ef2f53768ae68d13f", size = 293774 }
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+    { url = "https://files.pythonhosted.org/packages/5c/05/5cbb59154b093548acd0f4c7c474a118eda06da25aa75c616b72d8fcd92a/fastapi-0.128.0-py3-none-any.whl", hash = "sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d", size = 103094 },
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 [[package]]
@@ -3482,6 +3492,31 @@ wheels = [
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+[[package]]
+name = "mcp"
+version = "1.25.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "httpx" },
+    { name = "httpx-sse" },
+    { name = "jsonschema" },
+    { name = "pydantic" },
+    { name = "pydantic-settings" },
+    { name = "pyjwt", extra = ["crypto"] },
+    { name = "python-multipart" },
+    { name = "pywin32", marker = "sys_platform == 'win32'" },
+    { name = "sse-starlette" },
+    { name = "starlette" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+    { name = "uvicorn", marker = "sys_platform != 'emscripten'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d5/2d/649d80a0ecf6a1f82632ca44bec21c0461a9d9fc8934d38cb5b319f2db5e/mcp-1.25.0.tar.gz", hash = "sha256:56310361ebf0364e2d438e5b45f7668cbb124e158bb358333cd06e49e83a6802", size = 605387 }
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+]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -6382,15 +6417,29 @@ wheels = [
 ]
 
 [[package]]
-name = "starlette"
-version = "0.45.3"
+name = "sse-starlette"
+version = "3.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
+    { name = "starlette" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ff/fb/2984a686808b89a6781526129a4b51266f678b2d2b97ab2d325e56116df8/starlette-0.45.3.tar.gz", hash = "sha256:2cbcba2a75806f8a41c722141486f37c28e30a0921c5f6fe4346cb0dcee1302f", size = 2574076 }
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+
+[[package]]
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+version = "0.50.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
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+wheels = [
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 [[package]]
@@ -6443,6 +6492,7 @@ dependencies = [
     { name = "litellm" },
     { name = "llama-cloud-services" },
     { name = "markdownify" },
+    { name = "mcp" },
     { name = "notion-client" },
     { name = "numpy" },
     { name = "pgvector" },
@@ -6457,6 +6507,8 @@ dependencies = [
     { name = "slack-sdk" },
     { name = "soundfile" },
     { name = "spacy" },
+    { name = "sse-starlette" },
+    { name = "starlette" },
     { name = "static-ffmpeg" },
     { name = "tavily-python" },
     { name = "trafilatura" },
@@ -6505,6 +6557,7 @@ requires-dist = [
     { name = "litellm", specifier = ">=1.80.10" },
     { name = "llama-cloud-services", specifier = ">=0.6.25" },
     { name = "markdownify", specifier = ">=0.14.1" },
+    { name = "mcp", specifier = ">=1.25.0" },
     { name = "notion-client", specifier = ">=2.3.0" },
     { name = "numpy", specifier = ">=1.24.0" },
     { name = "pgvector", specifier = ">=0.3.6" },
@@ -6519,6 +6572,8 @@ requires-dist = [
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     { name = "soundfile", specifier = ">=0.13.1" },
     { name = "spacy", specifier = ">=3.8.7" },
+    { name = "sse-starlette", specifier = ">=3.1.1,<3.1.2" },
+    { name = "starlette", specifier = ">=0.40.0,<0.51.0" },
     { name = "static-ffmpeg", specifier = ">=2.13" },
     { name = "tavily-python", specifier = ">=0.3.2" },
     { name = "trafilatura", specifier = ">=2.0.0" },