diff --git a/app/node_replace_manager.py b/app/node_replace_manager.py
new file mode 100644
index 000000000..3b1b7ab36
--- /dev/null
+++ b/app/node_replace_manager.py
@@ -0,0 +1,23 @@
+from __future__ import annotations
+
+from aiohttp import web
+
+from typing import TYPE_CHECKING
+if TYPE_CHECKING:
+    from comfy_api.latest._node_replace import NodeReplace
+
+REGISTERED_NODE_REPLACEMENTS: dict[str, list[NodeReplace]] = {}
+
+def register_node_replacement(node_replace: NodeReplace):
+    REGISTERED_NODE_REPLACEMENTS.setdefault(node_replace.old_node_id, []).append(node_replace)
+
+def registered_as_dict():
+    return {
+        k: [v.as_dict() for v in v_list] for k, v_list in REGISTERED_NODE_REPLACEMENTS.items()
+    }
+
+class NodeReplaceManager:
+    def add_routes(self, routes):
+        @routes.get("/node_replacements")
+        async def get_node_replacements(request):
+            return web.json_response(registered_as_dict())
diff --git a/comfy_api/latest/__init__.py b/comfy_api/latest/__init__.py
index b0fa14ff6..24f6f438b 100644
--- a/comfy_api/latest/__init__.py
+++ b/comfy_api/latest/__init__.py
@@ -10,6 +10,7 @@ from ._input_impl import VideoFromFile, VideoFromComponents
 from ._util import VideoCodec, VideoContainer, VideoComponents, MESH, VOXEL
 from . import _io_public as io
 from . import _ui_public as ui
+from . import _node_replace_public as node_replace
 from comfy_execution.utils import get_executing_context
 from comfy_execution.progress import get_progress_state, PreviewImageTuple
 from PIL import Image
@@ -130,4 +131,5 @@ __all__ = [
     "IO",
     "ui",
     "UI",
+    "node_replace",
 ]
diff --git a/comfy_api/latest/_node_replace.py b/comfy_api/latest/_node_replace.py
new file mode 100644
index 000000000..8e90eebb7
--- /dev/null
+++ b/comfy_api/latest/_node_replace.py
@@ -0,0 +1,109 @@
+from __future__ import annotations
+
+from typing import Any
+import app.node_replace_manager
+
+def register_node_replacement(node_replace: NodeReplace):
+    """
+    Register node replacement.
+    """
+    app.node_replace_manager.register_node_replacement(node_replace)
+
+
+class NodeReplace:
+    """
+    Defines a possible node replacement, mapping inputs and outputs of the old node to the new node.
+
+    Also supports assigning specific values to the input widgets of the new node.
+    """
+    def __init__(self,
+        new_node_id: str,
+        old_node_id: str,
+        old_widget_ids: list[str] | None=None,
+        input_mapping: list[InputMap] | None=None,
+        output_mapping: list[OutputMap] | None=None,
+    ):
+        self.new_node_id = new_node_id
+        self.old_node_id = old_node_id
+        self.old_widget_ids = old_widget_ids
+        self.input_mapping = input_mapping
+        self.output_mapping = output_mapping
+
+    def as_dict(self):
+        """
+        Create serializable representation of the node replacement.
+        """
+        return {
+            "new_node_id": self.new_node_id,
+            "old_node_id": self.old_node_id,
+            "old_widget_ids": self.old_widget_ids,
+            "input_mapping": [m.as_dict() for m in self.input_mapping] if self.input_mapping else None,
+            "output_mapping": [m.as_dict() for m in self.output_mapping] if self.output_mapping else None,
+        }
+
+
+class InputMap:
+    """
+    Map inputs of node replacement.
+
+    Use InputMap.OldId or InputMap.SetValue for mapping purposes.
+    """
+    class _Assign:
+        def __init__(self, assign_type: str):
+            self.assign_type = assign_type
+
+        def as_dict(self):
+            return {
+                "assign_type": self.assign_type,
+            }
+
+    class OldId(_Assign):
+        """
+        Connect the input of the old node with given id to new node when replacing.
+        """
+        def __init__(self, old_id: str):
+            super().__init__("old_id")
+            self.old_id = old_id
+
+        def as_dict(self):
+            return super().as_dict() | {
+                "old_id": self.old_id,
+            }
+
+    class SetValue(_Assign):
+        """
+        Use the given value for the input of the new node when replacing; assumes input is a widget.
+        """
+        def __init__(self, value: Any):
+            super().__init__("set_value")
+            self.value = value
+
+        def as_dict(self):
+            return super().as_dict() | {
+                "value": self.value,
+            }
+
+    def __init__(self, new_id: str, assign: OldId | SetValue):
+        self.new_id = new_id
+        self.assign = assign
+
+    def as_dict(self):
+        return {
+            "new_id": self.new_id,
+            "assign": self.assign.as_dict(),
+        }
+
+
+class OutputMap:
+    """
+    Map outputs of node replacement via indexes, as that's how outputs are stored.
+    """
+    def __init__(self, new_idx: int, old_idx: int):
+        self.new_idx = new_idx
+        self.old_idx = old_idx
+
+    def as_dict(self):
+        return {
+            "new_idx": self.new_idx,
+            "old_idx": self.old_idx,
+        }
diff --git a/comfy_api/latest/_node_replace_public.py b/comfy_api/latest/_node_replace_public.py
new file mode 100644
index 000000000..cd18168ae
--- /dev/null
+++ b/comfy_api/latest/_node_replace_public.py
@@ -0,0 +1 @@
+from ._node_replace import *  # noqa: F403
diff --git a/comfy_api/v0_0_2/__init__.py b/comfy_api/v0_0_2/__init__.py
index c4fa1d971..0d4d567da 100644
--- a/comfy_api/v0_0_2/__init__.py
+++ b/comfy_api/v0_0_2/__init__.py
@@ -6,7 +6,7 @@ from comfy_api.latest import (
 )
 from typing import Type, TYPE_CHECKING
 from comfy_api.internal.async_to_sync import create_sync_class
-from comfy_api.latest import io, ui, IO, UI, ComfyExtension  #noqa: F401
+from comfy_api.latest import io, ui, IO, UI, ComfyExtension, node_replace  #noqa: F401
 
 
 class ComfyAPIAdapter_v0_0_2(ComfyAPI_latest):
@@ -46,4 +46,5 @@ __all__ = [
     "IO",
     "ui",
     "UI",
+    "node_replace",
 ]
diff --git a/comfy_extras/nodes_post_processing.py b/comfy_extras/nodes_post_processing.py
index a52a90e2c..573cbb5b7 100644
--- a/comfy_extras/nodes_post_processing.py
+++ b/comfy_extras/nodes_post_processing.py
@@ -655,6 +655,54 @@ class BatchImagesMasksLatentsNode(io.ComfyNode):
             batched = batch_masks(values)
         return io.NodeOutput(batched)
 
+
+from comfy_api.latest import node_replace
+
+def register_replacements():
+    register_replacements_longeredge()
+    register_replacements_batchimages()
+    register_replacements_upscaleimage()
+
+def register_replacements_longeredge():
+    # No dynamic inputs here
+    node_replace.register_node_replacement(node_replace.NodeReplace(
+            new_node_id="ImageScaleToMaxDimension",
+            old_node_id="ResizeImagesByLongerEdge",
+            old_widget_ids=["longer_edge"],
+            input_mapping=[
+                node_replace.InputMap(new_id="image", assign=node_replace.InputMap.OldId("images")),
+                node_replace.InputMap(new_id="largest_size", assign=node_replace.InputMap.OldId("longer_edge")),
+                node_replace.InputMap(new_id="upscale_method", assign=node_replace.InputMap.SetValue("lanczos")),
+            ],
+            # just to test the frontend output_mapping code, does nothing really here
+            output_mapping=[node_replace.OutputMap(new_idx=0, old_idx=0)],
+        ))
+
+def register_replacements_batchimages():
+    # BatchImages node uses Autogrow
+    node_replace.register_node_replacement(node_replace.NodeReplace(
+            new_node_id="BatchImagesNode",
+            old_node_id="ImageBatch",
+            input_mapping=[
+                node_replace.InputMap(new_id="images.image0", assign=node_replace.InputMap.OldId("image1")),
+                node_replace.InputMap(new_id="images.image1", assign=node_replace.InputMap.OldId("image2")),
+            ],
+        ))
+
+def register_replacements_upscaleimage():
+    # ResizeImageMaskNode uses DynamicCombo
+    node_replace.register_node_replacement(node_replace.NodeReplace(
+            new_node_id="ResizeImageMaskNode",
+            old_node_id="ImageScaleBy",
+            old_widget_ids=["upscale_method", "scale_by"],
+            input_mapping=[
+                node_replace.InputMap(new_id="input", assign=node_replace.InputMap.OldId("image")),
+                node_replace.InputMap(new_id="resize_type", assign=node_replace.InputMap.SetValue("scale by multiplier")),
+                node_replace.InputMap(new_id="resize_type.multiplier", assign=node_replace.InputMap.OldId("scale_by")),
+                node_replace.InputMap(new_id="scale_method", assign=node_replace.InputMap.OldId("upscale_method")),
+            ],
+        ))
+
 class PostProcessingExtension(ComfyExtension):
     @override
     async def get_node_list(self) -> list[type[io.ComfyNode]]:
diff --git a/server.py b/server.py
index 2300393b2..362d06e86 100644
--- a/server.py
+++ b/server.py
@@ -40,6 +40,7 @@ from app.user_manager import UserManager
 from app.model_manager import ModelFileManager
 from app.custom_node_manager import CustomNodeManager
 from app.subgraph_manager import SubgraphManager
+from app.node_replace_manager import NodeReplaceManager
 from typing import Optional, Union
 from api_server.routes.internal.internal_routes import InternalRoutes
 from protocol import BinaryEventTypes
@@ -204,6 +205,7 @@ class PromptServer():
         self.model_file_manager = ModelFileManager()
         self.custom_node_manager = CustomNodeManager()
         self.subgraph_manager = SubgraphManager()
+        self.node_replace_manager = NodeReplaceManager()
         self.internal_routes = InternalRoutes(self)
         self.supports = ["custom_nodes_from_web"]
         self.prompt_queue = execution.PromptQueue(self)
@@ -995,6 +997,7 @@ class PromptServer():
         self.model_file_manager.add_routes(self.routes)
         self.custom_node_manager.add_routes(self.routes, self.app, nodes.LOADED_MODULE_DIRS.items())
         self.subgraph_manager.add_routes(self.routes, nodes.LOADED_MODULE_DIRS.items())
+        self.node_replace_manager.add_routes(self.routes)
         self.app.add_subapp('/internal', self.internal_routes.get_app())
 
         # Prefix every route with /api for easier matching for delegation.