diff --git a/tools/model_explorer_circle/src/circle_adapter/main.py b/tools/model_explorer_circle/src/circle_adapter/main.py
index c1d7a945df9..820fefdf0a6 100644
--- a/tools/model_explorer_circle/src/circle_adapter/main.py
+++ b/tools/model_explorer_circle/src/circle_adapter/main.py
@@ -30,6 +30,10 @@ class CircleAdapter(Adapter):
     def __init__(self):
         super().__init__()
         self.model = None
+        self.dict_opcode_to_name = {
+            v: k
+            for k, v in circle_schema.BuiltinOperator.__dict__.items()
+        }
 
     def load_model(self, model_path: str) -> None:
         """Load the model from the given path."""
@@ -38,10 +42,40 @@ def load_model(self, model_path: str) -> None:
 
         self.model = circle_schema.ModelT.InitFromObj(model_)
 
+    def opcode_to_name(self, opcode: int) -> str:
+        """Convert the opcode to its name."""
+        return self.dict_opcode_to_name[opcode]
+
+    def build_graph(self, me_graph: graph_builder.Graph) -> None:
+        """Build the graph using the model."""
+
+        sub_graph = self.model.subgraphs[0]
+
+        # Create Input nodes
+        input_id = len(sub_graph.operators)
+        me_node = graph_builder.GraphNode(id=f'{input_id}',
+                                          label="GraphInputs",
+                                          namespace="GraphInputs")
+        me_graph.nodes.append(me_node)
+
+        # Create operator nodes
+        for idx, op in enumerate(sub_graph.operators):
+            name = self.opcode_to_name(
+                self.model.operatorCodes[op.opcodeIndex].builtinCode)
+            me_node = graph_builder.GraphNode(id=f'{idx}', label=name)
+            me_graph.nodes.append(me_node)
+
+        # Create Output nodes
+        me_node = graph_builder.GraphNode(id=f'{len(me_graph.nodes)}',
+                                          label="GraphOutputs",
+                                          namespace="GraphOutputs")
+        me_graph.nodes.append(me_node)
+
     def convert(self, model_path: str, settings: Dict) -> ModelExplorerGraphs:
         """Convert the model to a set of graphs."""
         graph = graph_builder.Graph(id='main')
 
         self.load_model(model_path)
+        self.build_graph(graph)
 
         return {'graphs': [graph]}