Fix suggestions v2

Author: Wojciech-Rebisz

agents/autogen/mcp_agent/LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

agents/autogen/mcp_agent/main.py

@@ -36,7 +36,8 @@ class ChatRequest(BaseModel):
     """Chat request: use `message` or `messages` (last user wins); set `stream` for SSE chunks."""
 
     message: str | None = Field(
-        None, description="Single user message (simplest). Ignored if `messages` is set."
+        None,
+        description="Single user message (simplest). Ignored if `messages` is set.",
     )
     messages: list[ChatMessage] | None = Field(
         None,
@@ -267,8 +268,8 @@ async def event_generator():
         return ChatResponse(messages=response_messages, finish_reason="stop")
     except Exception as e:
         raise HTTPException(
-            status_code=500, detail=f"Error processing request: {str(e)}"
-        )
+            status_code=500, detail=f"Error processing request: {e!s}"
+        ) from e
 
 
 @app.get(

agents/autogen/mcp_agent/mcp_automl_template/LICENSE

@@ -1 +1,21 @@
 MIT License
+
+Copyright (c) 2026
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

agents/autogen/mcp_agent/mcp_automl_template/README.md

@@ -117,7 +117,7 @@ Standard JSON Schema with `properties` and `required`. Field types and `required
 From the project root (or the directory containing `mcp_server.py`):
 
 ```bash
-python mcp_autoai_template/mcp_server.py
+python mcp_automl_template/mcp_server.py
 ```
 
 This starts the FastMCP server (e.g. SSE on `http://127.0.0.1:8000/sse`). Built-in tools (`add`, `sub`) and all tools from `tools_config.yaml` are registered.
@@ -127,7 +127,7 @@ This starts the FastMCP server (e.g. SSE on `http://127.0.0.1:8000/sse`). Built-
 With the MCP server running, in another terminal:
 
 ```bash
-python mcp_autoai_template/interact_with_mcp.py
+python mcp_automl_template/interact_with_mcp.py
 ```
 
 This connects to the server via SSE, loads MCP tools, and runs a LangGraph ReAct agent with the configured LLM. You can type questions or use predefined prompts. The agent will call tools (e.g. `invoke_churn`) when appropriate.

agents/autogen/mcp_agent/mcp_automl_template/k8s/deployment.yaml

@@ -25,12 +25,19 @@ spec:
       labels:
         app: mcp-automl
     spec:
+      securityContext:
+        runAsNonRoot: true
       containers:
       - name: mcp-automl
         image: "${CONTAINER_IMAGE_MCP}"
         ports:
         - containerPort: 8080
           name: http
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
         env:
         - name: PORT
           value: "8080"

agents/autogen/mcp_agent/mcp_automl_template/mcp_server.py

@@ -50,5 +50,9 @@ def sub(a: int, b: int) -> int:
         if callable(fn):
             app = fn()
             break
+    if app is None:
+        raise RuntimeError(
+            "FastMCP instance has no SSE app callable (sse_app or get_sse_app)"
+        )
     port = int(getenv("PORT", 8000))
     uvicorn.run(app, host="0.0.0.0", port=port, forwarded_allow_ips="*")

agents/autogen/mcp_agent/mcp_automl_template/register_tools.py

@@ -85,7 +85,7 @@ def handler(**kwargs: Any) -> dict | str:
                 res = httpx.post(
                     url,
                     json=data,
-                    verify=False,
+                    verify=True,
                     follow_redirects=True,
                     headers={"Authorization": f"Bearer {token}"},
                 )

agents/autogen/mcp_agent/mcp_automl_template/utils.py

@@ -159,8 +159,12 @@ def get_chat_llama_stack():
     llama_api_key = getenv("LLAMA_STACK_CLIENT_API_KEY")
     model_id = getenv("MODEL_ID")
 
+    url = llama_base_url.rstrip("/") if llama_base_url else ""
+    if not url.endswith("/v1"):
+        url = url + "/v1"
+
     return ChatLlamaStack(
-        base_url=f"{llama_base_url}/v1",
+        base_url=url,
         api_key=llama_api_key,
         model=model_id,
         temperature=0.1,