other version of server and some attempts on clients

app.py

@@ -1,18 +1,34 @@
 import gradio as gr
+from textblob import TextBlob
 
-def question(question: str) -> str:
+def sentiment_analysis(text: str) -> dict:
     """
-    Answers any question.
+    Analyze the sentiment of the given text.
+
+    Args:
+        text (str): The text to analyze
+
+    Returns:
+        dict: A dictionary containing polarity, subjectivity, and assessment
     """
+    blob = TextBlob(text)
+    sentiment = blob.sentiment
 
-    return "42"
+    return {
+        "polarity": round(sentiment.polarity, 2),  # -1 (negative) to 1 (positive)
+        "subjectivity": round(sentiment.subjectivity, 2),  # 0 (objective) to 1 (subjective)
+        "assessment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
+    }
 
-app = gr.Interface(
-    fn=question,
-    inputs="text",
-    outputs="text",
-    title="Answer any question",
-    description="Answer to the Ultimate Question of Life, the Universe, and Everything"
+# Create the Gradio interface
+demo = gr.Interface(
+    fn=sentiment_analysis,
+    inputs=gr.Textbox(placeholder="Enter text to analyze..."),
+    outputs=gr.JSON(),
+    title="Text Sentiment Analysis",
+    description="Analyze the sentiment of text using TextBlob"
 )
 
-app.launch(mcp_server=True, share=True)
+# Launch the interface and MCP server
+if __name__ == "__main__":
+    demo.launch(mcp_server=True)

client.py

@@ -0,0 +1,58 @@
+from typing import List, Dict
+import asyncio
+
+from mcp import ClientSession, StdioServerParameters
+from mcp.client.stdio import stdio_client
+from mcp.client.sse import sse_client
+from contextlib import AsyncExitStack
+
+async def connect_to_stdio_server() -> None:
+    """Connect to a single MCP server."""
+
+    sessions: List[ClientSession] = []
+    exit_stack = AsyncExitStack()
+
+    try:
+        server_params = StdioServerParameters(
+                command="npx",
+                args=[
+                    "mcp-remote",
+                    "https://jarisko-mcp-server-deployment-sample.hf.space/gradio_api/mcp/sse",
+                    "--transport",
+                    "sse-only"
+                ]
+        )
+
+        stdio_transport = await exit_stack.enter_async_context(
+            stdio_client(server_params)
+        )
+
+        read, write = stdio_transport
+        session = await exit_stack.enter_async_context(
+            ClientSession(read, write)
+        )
+
+        await session.initialize()
+        sessions.append(session)
+
+        print("3")
+
+        # List available tools for this session
+        response = await session.list_tools()
+        tools = response.tools
+        print(f"{tools=}")
+
+    except Exception as e:
+        print(f"Failed to connect: {e}")
+
+
+async def connect_to_sse_server():
+
+    async with sse_client("https://jarisko-mcp-server-deployment-sample.hf.space/gradio_api/mcp/sse") as streams:
+        async with ClientSession(*streams) as session:
+            await session.initialize()
+            tools_result = await session.list_tools()
+            print(f"{tools_result=}")
+
+
+asyncio.run(connect_to_sse_server())

requirements.txt

@@ -1,2 +1,4 @@
 mcp[cli]
-gradio[mcp]
+gradio[mcp]
+smolagents[mcp]
+textblob

test.ipynb

@@ -3,11 +3,33 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9aa0f60f",
+   "id": "5eff6c71",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\jaros\\Documents\\Python\\mcp_server_deployment_sample\\.venv\\Lib\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n",
+      "Error in post_writer: Client error '404 Not Found' for url 'http://127.0.0.1:7860/gradio_api/mcp/gradio_api/mcp/messages/?session_id=da1cf9f12be04584ba0d3f8cbf880871'\n",
+      "For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404\n"
+     ]
+    }
+   ],
    "source": [
-    "from mcp import MPC"
+    "import gradio as gr\n",
+    "\n",
+    "from mcp.client.stdio import StdioServerParameters\n",
+    "from smolagents import ToolCollection, CodeAgent\n",
+    "from smolagents import CodeAgent, InferenceClientModel\n",
+    "from smolagents.mcp_client import MCPClient\n",
+    "\n",
+    "mcp_client = MCPClient(\n",
+    "    {\"url\": \"http://127.0.0.1:7860/gradio_api/mcp/sse\"}\n",
+    ")\n",
+    "tools = mcp_client.get_tools()\n",
+    "print(tools)"
    ]
   }
  ],
@@ -18,7 +40,15 @@
    "name": "python3"
   },
   "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
    "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
    "version": "3.11.6"
   }
  },