diff --git a/homeassistant/components/conversation/chat_log.py b/homeassistant/components/conversation/chat_log.py
index c78f41f3c5c..7580b878d04 100644
--- a/homeassistant/components/conversation/chat_log.py
+++ b/homeassistant/components/conversation/chat_log.py
@@ -395,7 +395,6 @@ class ChatLog:
         llm_context = llm.LLMContext(
             platform=conversing_domain,
             context=user_input.context,
-            user_prompt=user_input.text,
             language=user_input.language,
             assistant=DOMAIN,
             device_id=user_input.device_id,
diff --git a/homeassistant/components/mcp_server/http.py b/homeassistant/components/mcp_server/http.py
index bc8fdbd56c8..07284b29434 100644
--- a/homeassistant/components/mcp_server/http.py
+++ b/homeassistant/components/mcp_server/http.py
@@ -88,7 +88,6 @@ class ModelContextProtocolSSEView(HomeAssistantView):
         context = llm.LLMContext(
             platform=DOMAIN,
             context=self.context(request),
-            user_prompt=None,
             language="*",
             assistant=conversation.DOMAIN,
             device_id=None,
diff --git a/homeassistant/helpers/llm.py b/homeassistant/helpers/llm.py
index adf113e0f30..51b5510495f 100644
--- a/homeassistant/helpers/llm.py
+++ b/homeassistant/helpers/llm.py
@@ -160,11 +160,19 @@ class LLMContext:
     """Tool input to be processed."""
 
     platform: str
+    """Integration that is handling the LLM request."""
+
     context: Context | None
-    user_prompt: str | None
+    """Context of the LLM request."""
+
     language: str | None
+    """Language of the LLM request."""
+
     assistant: str | None
+    """Assistant domain that is handling the LLM request."""
+
     device_id: str | None
+    """Device that is making the request."""
 
 
 @dataclass(slots=True)
@@ -302,7 +310,7 @@ class IntentTool(Tool):
             platform=llm_context.platform,
             intent_type=self.name,
             slots=slots,
-            text_input=llm_context.user_prompt,
+            text_input=None,
             context=llm_context.context,
             language=llm_context.language,
             assistant=llm_context.assistant,
diff --git a/tests/components/anthropic/test_conversation.py b/tests/components/anthropic/test_conversation.py
index 3e01e91976d..6aadcf3eeb4 100644
--- a/tests/components/anthropic/test_conversation.py
+++ b/tests/components/anthropic/test_conversation.py
@@ -415,7 +415,6 @@ async def test_function_call(
         llm.LLMContext(
             platform="anthropic",
             context=context,
-            user_prompt="Please call the test function",
             language="en",
             assistant="conversation",
             device_id=None,
@@ -510,7 +509,6 @@ async def test_function_exception(
         llm.LLMContext(
             platform="anthropic",
             context=context,
-            user_prompt="Please call the test function",
             language="en",
             assistant="conversation",
             device_id=None,
diff --git a/tests/components/mcp/test_init.py b/tests/components/mcp/test_init.py
index 045fb99e181..00666e71d05 100644
--- a/tests/components/mcp/test_init.py
+++ b/tests/components/mcp/test_init.py
@@ -58,7 +58,6 @@ def create_llm_context() -> llm.LLMContext:
     return llm.LLMContext(
         platform="test_platform",
         context=Context(),
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
diff --git a/tests/components/ollama/test_conversation.py b/tests/components/ollama/test_conversation.py
index 8e54018a14d..e83c2a3495f 100644
--- a/tests/components/ollama/test_conversation.py
+++ b/tests/components/ollama/test_conversation.py
@@ -284,7 +284,6 @@ async def test_function_call(
         llm.LLMContext(
             platform="ollama",
             context=context,
-            user_prompt="Please call the test function",
             language="en",
             assistant="conversation",
             device_id=None,
@@ -369,7 +368,6 @@ async def test_function_exception(
         llm.LLMContext(
             platform="ollama",
             context=context,
-            user_prompt="Please call the test function",
             language="en",
             assistant="conversation",
             device_id=None,
diff --git a/tests/helpers/test_llm.py b/tests/helpers/test_llm.py
index 1a9225c505b..98dee920bd9 100644
--- a/tests/helpers/test_llm.py
+++ b/tests/helpers/test_llm.py
@@ -36,7 +36,6 @@ def llm_context() -> llm.LLMContext:
     return llm.LLMContext(
         platform="",
         context=None,
-        user_prompt=None,
         language=None,
         assistant=None,
         device_id=None,
@@ -162,7 +161,6 @@ async def test_assist_api(
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=test_context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
@@ -237,7 +235,7 @@ async def test_assist_api(
             "area": {"value": "kitchen"},
             "floor": {"value": "ground_floor"},
         },
-        text_input="test_text",
+        text_input=None,
         context=test_context,
         language="*",
         assistant="conversation",
@@ -296,7 +294,7 @@ async def test_assist_api(
             "preferred_area_id": {"value": area.id},
             "preferred_floor_id": {"value": floor.floor_id},
         },
-        text_input="test_text",
+        text_input=None,
         context=test_context,
         language="*",
         assistant="conversation",
@@ -412,7 +410,6 @@ async def test_assist_api_prompt(
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
@@ -760,7 +757,6 @@ async def test_script_tool(
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
@@ -961,7 +957,6 @@ async def test_script_tool_name(hass: HomeAssistant) -> None:
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
@@ -1241,7 +1236,6 @@ async def test_calendar_get_events_tool(hass: HomeAssistant) -> None:
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
@@ -1344,7 +1338,6 @@ async def test_todo_get_items_tool(hass: HomeAssistant) -> None:
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,
@@ -1451,7 +1444,6 @@ async def test_no_tools_exposed(hass: HomeAssistant) -> None:
     llm_context = llm.LLMContext(
         platform="test_platform",
         context=context,
-        user_prompt="test_text",
         language="*",
         assistant="conversation",
         device_id=None,