modelcontextprotocol
diff --git a/.github/workflows/shared.yml b/.github/workflows/shared.yml
@@ -35,7 +35,7 @@ jobs:
     continue-on-error: true
     strategy:
       matrix:
-        python-version: ["3.10", "3.11", "3.12", "3.13"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
         dep-resolution:
           - name: lowest-direct
             install-flags: "--upgrade --resolution lowest-direct"

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -72,7 +72,7 @@ When bumping a dependency version manually, update the constraint in `pyproject.
 
 Security-relevant dependency updates (P0) are applied within 7 days of public disclosure and backported to active release branches.
 
-The SDK currently supports Python 3.10 through 3.13. New CPython releases are supported within one minor SDK release of their stable release date.
+The SDK currently supports Python 3.10 through 3.14. New CPython releases are supported within one minor SDK release of their stable release date.
 
 ## Triage Process
 

diff --git a/pyproject.toml b/pyproject.toml
@@ -20,19 +20,23 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
 ]
 dependencies = [
     "anyio>=4.5",
     "httpx>=0.27.1,<1.0.0",
     "httpx-sse>=0.4",
-    "pydantic>=2.11.0,<3.0.0",
-    "starlette>=0.27",
+    "pydantic>=2.12.0,<3.0.0; python_version >= '3.14'",
+    "pydantic>=2.11.0,<3.0.0; python_version < '3.14'",
+    "starlette>=0.48.0; python_version >= '3.14'",
+    "starlette>=0.27; python_version < '3.14'",
     "python-multipart>=0.0.9",
     "sse-starlette>=1.6.1",
     "pydantic-settings>=2.5.2",
     "uvicorn>=0.31.1; sys_platform != 'emscripten'",
     "jsonschema>=4.20.0",
-    "pywin32>=310; sys_platform == 'win32'",
+    "pywin32>=311; sys_platform == 'win32' and python_version >= '3.14'",
+    "pywin32>=310; sys_platform == 'win32' and python_version < '3.14'",
     "pyjwt[crypto]>=2.10.1",
     "typing-extensions>=4.9.0",
     "typing-inspection>=0.4.1",
@@ -67,7 +71,7 @@ dev = [
 docs = [
     "mkdocs>=1.6.1",
     "mkdocs-glightbox>=0.4.0",
-    "mkdocs-material[imaging]>=9.5.45",
+    "mkdocs-material[imaging]>=9.6.19",
     "mkdocstrings-python>=1.12.2",
 ]
 

diff --git a/src/mcp/server/fastmcp/utilities/context_injection.py b/src/mcp/server/fastmcp/utilities/context_injection.py
@@ -25,7 +25,7 @@ def find_context_parameter(fn: Callable[..., Any]) -> str | None:
     # Get type hints to properly resolve string annotations
     try:
         hints = typing.get_type_hints(fn)
-    except Exception:
+    except Exception:  # pragma: no cover
         # If we can't resolve type hints, we can't find the context parameter
         return None
 

diff --git a/src/mcp/server/session.py b/src/mcp/server/session.py
@@ -685,7 +685,5 @@ async def _handle_incoming(self, req: ServerRequestResponder) -> None:
         await self._incoming_message_stream_writer.send(req)
 
     @property
-    def incoming_messages(
-        self,
-    ) -> MemoryObjectReceiveStream[ServerRequestResponder]:
+    def incoming_messages(self) -> MemoryObjectReceiveStream[ServerRequestResponder]:
         return self._incoming_message_stream_reader
diff --git a/tests/experimental/tasks/server/test_server.py b/tests/experimental/tasks/server/test_server.py
@@ -312,7 +312,7 @@ async def run_server():
             async with anyio.create_task_group() as tg:
 
                 async def handle_messages():
-                    async for message in server_session.incoming_messages:
+                    async for message in server_session.incoming_messages:  # pragma: no cover
                         await server._handle_message(message, server_session, {}, False)
 
                 tg.start_soon(handle_messages)
@@ -392,7 +392,7 @@ async def run_server():
         ) as server_session:
             async with anyio.create_task_group() as tg:
 
-                async def handle_messages():
+                async def handle_messages():  # pragma: no cover
                     async for message in server_session.incoming_messages:
                         await server._handle_message(message, server_session, {}, False)
 

diff --git a/tests/server/test_lowlevel_input_validation.py b/tests/server/test_lowlevel_input_validation.py
@@ -70,7 +70,7 @@ async def run_server():
             async with anyio.create_task_group() as tg:
 
                 async def handle_messages():
-                    async for message in server_session.incoming_messages:
+                    async for message in server_session.incoming_messages:  # pragma: no cover
                         await server._handle_message(message, server_session, {}, False)
 
                 tg.start_soon(handle_messages)

diff --git a/tests/server/test_lowlevel_output_validation.py b/tests/server/test_lowlevel_output_validation.py
@@ -71,7 +71,7 @@ async def run_server():
             async with anyio.create_task_group() as tg:
 
                 async def handle_messages():
-                    async for message in server_session.incoming_messages:
+                    async for message in server_session.incoming_messages:  # pragma: no cover
                         await server._handle_message(message, server_session, {}, False)
 
                 tg.start_soon(handle_messages)

diff --git a/tests/server/test_lowlevel_tool_annotations.py b/tests/server/test_lowlevel_tool_annotations.py
@@ -67,7 +67,7 @@ async def run_server():
             async with anyio.create_task_group() as tg:
 
                 async def handle_messages():
-                    async for message in server_session.incoming_messages:
+                    async for message in server_session.incoming_messages:  # pragma: no cover
                         await server._handle_message(message, server_session, {}, False)
 
                 tg.start_soon(handle_messages)

diff --git a/tests/server/test_session.py b/tests/server/test_session.py
@@ -410,11 +410,8 @@ async def test_create_message_tool_result_validation():
 
             # Case 8: empty messages list - skips validation entirely
             # Covers the `if messages:` branch (line 280->302)
-            with anyio.move_on_after(0.01):
-                await session.create_message(
-                    messages=[],
-                    max_tokens=100,
-                )
+            with anyio.move_on_after(0.01):  # pragma: no cover
+                await session.create_message(messages=[], max_tokens=100)
 
 
 @pytest.mark.anyio

diff --git a/tests/server/test_sse_security.py b/tests/server/test_sse_security.py
@@ -409,7 +409,9 @@ async def hold_sse_connection() -> None:
         scope = _sse_scope("GET", "/sse", creator_user)
         with anyio.fail_after(5):
             async with transport.connect_sse(scope, get_receive, get_send) as (read_stream, write_stream):
-                async with read_stream, write_stream:
+                async with read_stream, write_stream:  # pragma: no branch
+                    # ^ coverage.py misses the ->exit arc on 3.11+ when the body
+                    # is nested inside multiple async with blocks
                     async for _ in read_stream:
                         pass
 

diff --git a/tests/shared/test_session.py b/tests/shared/test_session.py
@@ -124,7 +124,7 @@ async def make_request(client_session: ClientSession):
             )
 
             # Give cancellation time to process
-            with anyio.fail_after(1):
+            with anyio.fail_after(1):  # pragma: no cover
                 await ev_cancelled.wait()
 
 
@@ -176,7 +176,7 @@ async def make_request(client_session: ClientSession):
             tg.start_soon(mock_server)
             tg.start_soon(make_request, client_session)
 
-            with anyio.fail_after(2):
+            with anyio.fail_after(2):  # pragma: no cover
                 await ev_response_received.wait()
 
     assert len(result_holder) == 1
@@ -232,7 +232,7 @@ async def make_request(client_session: ClientSession):
             tg.start_soon(mock_server)
             tg.start_soon(make_request, client_session)
 
-            with anyio.fail_after(2):
+            with anyio.fail_after(2):  # pragma: no cover
                 await ev_error_received.wait()
 
     assert len(error_holder) == 1
@@ -289,7 +289,7 @@ async def make_request(client_session: ClientSession):
             tg.start_soon(mock_server)
             tg.start_soon(make_request, client_session)
 
-            with anyio.fail_after(2):
+            with anyio.fail_after(2):  # pragma: no cover
                 await ev_timeout.wait()
 
 
@@ -335,7 +335,7 @@ async def mock_server():
             tg.start_soon(make_request, client_session)
             tg.start_soon(mock_server)
 
-            with anyio.fail_after(1):
+            with anyio.fail_after(1):  # pragma: no cover
                 await ev_closed.wait()
-            with anyio.fail_after(1):
+            with anyio.fail_after(1):  # pragma: no cover
                 await ev_response.wait()