diff --git a/scripts/integration-tests.sh b/scripts/integration-tests.sh
index 2d088f3df..e21f73f99 100755
--- a/scripts/integration-tests.sh
+++ b/scripts/integration-tests.sh
@@ -353,6 +353,10 @@ if [[ "$STACK_CONFIG" == *"docker:"* && "$COLLECT_ONLY" == false ]]; then
     [ -n "${OLLAMA_URL:-}" ] && DOCKER_ENV_VARS="$DOCKER_ENV_VARS -e OLLAMA_URL=$OLLAMA_URL"
     [ -n "${SAFETY_MODEL:-}" ] && DOCKER_ENV_VARS="$DOCKER_ENV_VARS -e SAFETY_MODEL=$SAFETY_MODEL"
 
+    if [[ "$TEST_SETUP" == "vllm" ]]; then
+        DOCKER_ENV_VARS="$DOCKER_ENV_VARS -e VLLM_URL=http://localhost:8000/v1"
+    fi
+
     # Determine the actual image name (may have localhost/ prefix)
     IMAGE_NAME=$(docker images --format "{{.Repository}}:{{.Tag}}" | grep "distribution-$DISTRO:dev$" | head -1)
     if [[ -z "$IMAGE_NAME" ]]; then
diff --git a/tests/integration/inference/recordings/99bf0054f11a9c58c13a44f9cf962a706ebe85e2a5fe637ddad558cbaafe92d8.json b/tests/integration/inference/recordings/99bf0054f11a9c58c13a44f9cf962a706ebe85e2a5fe637ddad558cbaafe92d8.json
new file mode 100644
index 000000000..250e91c68
--- /dev/null
+++ b/tests/integration/inference/recordings/99bf0054f11a9c58c13a44f9cf962a706ebe85e2a5fe637ddad558cbaafe92d8.json
@@ -0,0 +1,103 @@
+{
+  "test_id": "tests/integration/inference/test_tools_with_schemas.py::TestMCPToolsInChatCompletion::test_mcp_tools_in_inference[txt=vllm/Qwen/Qwen3-0.6B]",
+  "request": {
+    "method": "POST",
+    "url": "http://localhost:8000/v1/v1/chat/completions",
+    "headers": {},
+    "body": {
+      "model": "Qwen/Qwen3-0.6B",
+      "messages": [
+        {
+          "role": "user",
+          "content": "Calculate 5 + 3"
+        }
+      ],
+      "max_tokens": 4096,
+      "tools": [
+        {
+          "type": "function",
+          "function": {
+            "name": "calculate",
+            "description": "",
+            "parameters": {
+              "properties": {
+                "x": {
+                  "title": "X",
+                  "type": "number"
+                },
+                "y": {
+                  "title": "Y",
+                  "type": "number"
+                },
+                "operation": {
+                  "title": "Operation",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "x",
+                "y",
+                "operation"
+              ],
+              "title": "calculateArguments",
+              "type": "object"
+            }
+          }
+        }
+      ]
+    },
+    "endpoint": "/v1/chat/completions",
+    "model": "Qwen/Qwen3-0.6B"
+  },
+  "response": {
+    "body": {
+      "__type__": "openai.types.chat.chat_completion.ChatCompletion",
+      "__data__": {
+        "id": "rec-99bf0054f11a",
+        "choices": [
+          {
+            "finish_reason": "tool_calls",
+            "index": 0,
+            "logprobs": null,
+            "message": {
+              "content": "<think>\nOkay, the user wants to calculate 5 plus 3. Let me check the tools provided. The only function available is 'calculate', which requires x, y, and operation. The parameters are numbers and an operation. The user input is straightforward: 5 + 3. So I need to call the 'calculate' function with x=5, y=3, and operation='+'. That should give the correct result. I don't see any other parameters needed here. Just make sure the JSON is correctly formatted with the required fields.\n</think>\n\n",
+              "refusal": null,
+              "role": "assistant",
+              "annotations": null,
+              "audio": null,
+              "function_call": null,
+              "tool_calls": [
+                {
+                  "id": "chatcmpl-tool-6d1a92899a8246bb8fae5682dc08590c",
+                  "function": {
+                    "arguments": "{\"x\": 5, \"y\": 3, \"operation\": \"+\"}",
+                    "name": "calculate"
+                  },
+                  "type": "function"
+                }
+              ],
+              "reasoning_content": null
+            },
+            "stop_reason": null
+          }
+        ],
+        "created": 0,
+        "model": "Qwen/Qwen3-0.6B",
+        "object": "chat.completion",
+        "service_tier": null,
+        "system_fingerprint": null,
+        "usage": {
+          "completion_tokens": 144,
+          "prompt_tokens": 193,
+          "total_tokens": 337,
+          "completion_tokens_details": null,
+          "prompt_tokens_details": null
+        },
+        "prompt_logprobs": null,
+        "kv_transfer_params": null
+      }
+    },
+    "is_streaming": false
+  },
+  "id_normalization_mapping": {}
+}