mcp

apitest.py

@@ -2,8 +2,8 @@ from gradio_client import Client
 
 client = Client("al1808th/macronizer")
 result = client.predict(
-	text="νεανίας ἀάατός ἐστιν καὶ καλός. τὰ παῖδες τὰ καλά",
-	model_label="Macronizer Mega v1 (Pretrained ModernBERT)",
+	text="ἀάατος",
+	model_label="mega",
 	api_name="/render_results",
 )
 print(result)

app.py

@@ -16,7 +16,7 @@ MODEL_OPTIONS: Dict[str, str] = {
     "Macronizer Mega v1 (Pretrained ModernBERT)": "Ericu950/SyllaMoBert-grc-macronizer-v1",
     "Macronizer Mini v1 (Fine-tuned RoBERTa)": "Ericu950/macronizer_mini",
 }
-DEFAULT_MODEL_LABEL = "Macronizer Mega v1 (Pretrained ModernBERT)"
+DEFAULT_MODEL_LABEL = "Macronizer Mini v1 (Fine-tuned RoBERTa)"
 DEFAULT_MODEL_ID = MODEL_OPTIONS[DEFAULT_MODEL_LABEL]
 MODEL_ALIASES: Dict[str, str] = {
     "mega": MODEL_OPTIONS["Macronizer Mega v1 (Pretrained ModernBERT)"],
@@ -513,6 +513,7 @@ def render_results(text: str, model_label: str):
 
 
 def render_plain_output(text: str, model_label: str = "mega") -> str:
+    """Return Ancient Greek vowel-length markup for text using model_label mega or mini."""
     lines = [line.strip() for line in text.splitlines() if line.strip()]
     if not lines:
         return ""
@@ -692,11 +693,13 @@ with gr.Blocks(title="Ancient Greek Macronizer") as demo:
             inputs=[text_input, model_choice],
             outputs=[html_output, text_output],
             api_name=False,
+            api_visibility="private",
         )
         clear_btn.click(
             lambda: ("", "", ""),
             outputs=[text_input, html_output, text_output],
             api_name=False,
+            api_visibility="private",
         )
         api_btn.click(
             render_plain_output,
@@ -710,5 +713,6 @@ if __name__ == "__main__":
     demo.launch(
         css=CSS,
         footer_links=["settings", "api"],
+        mcp_server=True,
         theme=gr.themes.Soft(primary_hue="blue", secondary_hue="cyan", neutral_hue="slate"),
     )

requirements.txt

@@ -1,4 +1,4 @@
-gradio
+gradio[mcp]
 grc-utils==0.2.2
 torch
-transformers
+transformers

tests/test_markup.py

@@ -208,6 +208,12 @@ def test_public_api_endpoint_is_plain_output_only():
     assert len(public_deps[0].get("outputs", [])) == 1
 
 
+def test_mcp_tool_surface_exposes_only_plain_endpoint():
+    import app
+
+    assert set(app.demo.get_api_info()["named_endpoints"]) == {"/render_results"}
+
+
 def test_public_api_text_example_is_greek():
     import app