diff --git a/stdlib/3/multiprocessing/__init__.pyi b/stdlib/3/multiprocessing/__init__.pyi
index 1acad6412775..59b82daf3b46 100644
--- a/stdlib/3/multiprocessing/__init__.pyi
+++ b/stdlib/3/multiprocessing/__init__.pyi
@@ -1,8 +1,12 @@
 # Stubs for multiprocessing
 
-from typing import Any, Callable, Iterable, Mapping, Optional, Dict, List, Union, TypeVar
+from typing import (
+    Any, Callable, ContextManager, Iterable, Mapping, Optional, Dict, List,
+    Union, TypeVar,
+)
 
 from logging import Logger
+from multiprocessing import pool
 from multiprocessing.context import BaseContext
 from multiprocessing.managers import SyncManager
 from multiprocessing.pool import AsyncResult
@@ -12,11 +16,9 @@ import queue
 
 _T = TypeVar('_T')
 
-class Lock():
+class Lock(ContextManager[Lock]):
     def acquire(self, block: bool = ..., timeout: int = ...) -> None: ...
     def release(self) -> None: ...
-    def __enter__(self) -> 'Lock': ...
-    def __exit__(self, exc_type, exc_value, tb) -> None: ...
 
 class Event(object):
     def __init__(self, *, ctx: BaseContext) -> None: ...
@@ -25,54 +27,13 @@ class Event(object):
     def clear(self) -> None: ...
     def wait(self, timeout: Optional[int] = ...) -> bool: ...
 
-class Pool():
-    def __init__(self, processes: Optional[int] = ...,
-                 initializer: Optional[Callable[..., None]] = ...,
-                 initargs: Iterable[Any] = ...,
-                 maxtasksperchild: Optional[int] = ...,
-                 context: Optional[Any] = None) -> None: ...
-    def apply(self,
-              func: Callable[..., Any],
-              args: Iterable[Any] = ...,
-              kwds: Dict[str, Any]=...) -> Any: ...
-    def apply_async(self,
-                func: Callable[..., Any],
-                args: Iterable[Any] = ...,
-                kwds: Dict[str, Any] = ...,
-                callback: Optional[Callable[..., None]] = None,
-                error_callback: Optional[Callable[[BaseException], None]] = None) -> AsyncResult: ...
-    def map(self,
-            func: Callable[..., Any],
-            iterable: Iterable[Any] = ...,
-            chunksize: Optional[int] = ...) -> List[Any]: ...
-    def map_async(self, func: Callable[..., Any],
-                  iterable: Iterable[Any] = ...,
-                  chunksize: Optional[int] = ...,
-                  callback: Optional[Callable[..., None]] = None,
-                  error_callback: Optional[Callable[[BaseException], None]] = None) -> AsyncResult: ...
-    def imap(self,
-             func: Callable[..., Any],
-             iterable: Iterable[Any] = ...,
-             chunksize: Optional[int] = None) -> Iterable[Any]: ...
-    def imap_unordered(self,
-                       func: Callable[..., Any],
-                       iterable: Iterable[Any] = ...,
-                       chunksize: Optional[int] = None) -> Iterable[Any]: ...
-    def starmap(self,
-                func: Callable[..., Any],
-                iterable: Iterable[Iterable[Any]] = ...,
-                chunksize: Optional[int] = None) -> List[Any]: ...
-    def starmap_async(self,
-                      func: Callable[..., Any],
-                      iterable: Iterable[Iterable[Any]] = ...,
-                      chunksize: Optional[int] = ...,
-                      callback: Optional[Callable[..., None]] = None,
-                      error_callback: Optional[Callable[[BaseException], None]] = None) -> AsyncResult: ...
-    def close(self) -> None: ...
-    def terminate(self) -> None: ...
-    def join(self) -> None: ...
-    def __enter__(self) -> 'Pool': ...
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None: ...
+# N.B. This is generated at runtime by partially applying
+# multiprocessing.context.BaseContext.Pool, so the two signatures should be
+# identical (modulo self).
+def Pool(processes: Optional[int] = ...,
+         initializer: Optional[Callable[..., Any]] = ...,
+         initargs: Iterable[Any] = ...,
+         maxtasksperchild: Optional[int] = ...) -> pool.Pool: ...
 
 class Process():
     name: str
diff --git a/stdlib/3/multiprocessing/context.pyi b/stdlib/3/multiprocessing/context.pyi
index bd1eed7f69f4..07138bbb5f77 100644
--- a/stdlib/3/multiprocessing/context.pyi
+++ b/stdlib/3/multiprocessing/context.pyi
@@ -3,7 +3,9 @@
 from logging import Logger
 import multiprocessing
 import sys
-from typing import Any, Callable, Optional, List, Sequence, Tuple, Type, Union
+from typing import (
+    Any, Callable, Iterable, Optional, List, Sequence, Tuple, Type, Union,
+)
 
 class ProcessError(Exception): ...
 
@@ -49,13 +51,16 @@ class BaseContext(object):
     def JoinableQueue(self, maxsize: int = ...) -> Any: ...
     # TODO: change return to SimpleQueue once a stub exists in multiprocessing.queues
     def SimpleQueue(self) -> Any: ...
+    # N.B. This method is partially applied at runtime to generate
+    # multiprocessing.Pool, so the two signatures should be identical (modulo
+    # self).
     def Pool(
         self,
         processes: Optional[int] = ...,
         initializer: Optional[Callable[..., Any]] = ...,
-        initargs: Tuple = ...,
+        initargs: Iterable[Any] = ...,
         maxtasksperchild: Optional[int] = ...
-    ) -> multiprocessing.Pool: ...
+    ) -> multiprocessing.pool.Pool: ...
     # TODO: typecode_or_type param is a ctype with a base class of _SimpleCData or array.typecode Need to figure out
     # how to handle the ctype
     # TODO: change return to RawValue once a stub exists in multiprocessing.sharedctypes
diff --git a/stdlib/3/multiprocessing/managers.pyi b/stdlib/3/multiprocessing/managers.pyi
index c2bad5b332eb..74634e3aafbc 100644
--- a/stdlib/3/multiprocessing/managers.pyi
+++ b/stdlib/3/multiprocessing/managers.pyi
@@ -5,7 +5,8 @@
 import queue
 import threading
 from typing import (
-    Any, Callable, Dict, Iterable, List, Mapping, Optional, Sequence, TypeVar
+    Any, Callable, ContextManager, Dict, Iterable, List, Mapping, Optional,
+    Sequence, TypeVar,
 )
 
 _T = TypeVar('_T')
@@ -16,13 +17,11 @@ class Namespace: ...
 
 _Namespace = Namespace
 
-class BaseManager:
+class BaseManager(ContextManager[BaseManager]):
     def register(self, typeid: str, callable: Any = ...) -> None: ...
     def shutdown(self) -> None: ...
     def start(self, initializer: Optional[Callable[..., Any]] = ...,
               initargs: Iterable[Any] = ...) -> None: ...
-    def __enter__(self) -> 'BaseManager': ...
-    def __exit__(self, exc_type, exc_value, tb) -> None: ...
 
 class SyncManager(BaseManager):
     def BoundedSemaphore(self, value: Any = ...) -> threading.BoundedSemaphore: ...
diff --git a/stdlib/3/multiprocessing/pool.pyi b/stdlib/3/multiprocessing/pool.pyi
index c3b789393521..bdfd476f9167 100644
--- a/stdlib/3/multiprocessing/pool.pyi
+++ b/stdlib/3/multiprocessing/pool.pyi
@@ -2,7 +2,12 @@
 
 # NOTE: These are incomplete!
 
-from typing import Any, Callable, Iterable, Mapping, Optional, Dict, List
+from typing import (
+    Any, Callable, ContextManager, Iterable, Mapping, Optional, Dict, List,
+    TypeVar,
+)
+
+_T = TypeVar('_T', bound='Pool')
 
 class AsyncResult():
     def get(self, timeout: float = ...) -> Any: ...
@@ -10,10 +15,12 @@ class AsyncResult():
     def ready(self) -> bool: ...
     def successful(self) -> bool: ...
 
-class ThreadPool():
-    def __init__(self, processes: Optional[int] = None,
-                 initializer: Optional[Callable[..., Any]] = None,
-                 initargs: Iterable[Any] = ...) -> None: ...
+class Pool(ContextManager[Pool]):
+    def __init__(self, processes: Optional[int] = ...,
+                 initializer: Optional[Callable[..., None]] = ...,
+                 initargs: Iterable[Any] = ...,
+                 maxtasksperchild: Optional[int] = ...,
+                 context: Optional[Any] = None) -> None: ...
     def apply(self,
               func: Callable[..., Any],
               args: Iterable[Any] = ...,
@@ -30,7 +37,7 @@ class ThreadPool():
             chunksize: Optional[int] = None) -> List[Any]: ...
     def map_async(self, func: Callable[..., Any],
                   iterable: Iterable[Any] = ...,
-                  chunksize: Optional[Optional[int]] = None,
+                  chunksize: Optional[int] = None,
                   callback: Optional[Callable[..., None]] = None,
                   error_callback: Optional[Callable[[BaseException], None]] = None) -> AsyncResult: ...
     def imap(self,
@@ -54,5 +61,11 @@ class ThreadPool():
     def close(self) -> None: ...
     def terminate(self) -> None: ...
     def join(self) -> None: ...
-    def __enter__(self) -> 'ThreadPool': ...
-    def __exit__(self, exc_type, exc_val, exc_tb) -> None: ...
+    def __enter__(self: _T) -> _T: ...
+
+
+class ThreadPool(Pool, ContextManager[ThreadPool]):
+
+    def __init__(self, processes: Optional[int] = None,
+                 initializer: Optional[Callable[..., Any]] = None,
+                 initargs: Iterable[Any] = ...) -> None: ...