diff --git a/docs/python-sdk/fastmcp-server-event_store.mdx b/docs/python-sdk/fastmcp-server-event_store.mdx
index 08d266ea5..39a2ba77b 100644
--- a/docs/python-sdk/fastmcp-server-event_store.mdx
+++ b/docs/python-sdk/fastmcp-server-event_store.mdx
@@ -16,19 +16,19 @@ AsyncKeyValue protocol, allowing users to configure any compatible backend
## Classes
-### `EventEntry`
+### `EventEntry`
Stored event entry.
-### `StreamEventList`
+### `StreamEventList`
List of event IDs for a stream.
-### `EventStore`
+### `EventStore`
EventStore implementation backed by AsyncKeyValue.
@@ -45,7 +45,7 @@ following the same pattern as ResponseCachingMiddleware and OAuthProxy.
**Methods:**
-#### `store_event`
+#### `store_event`
```python
store_event(self, stream_id: StreamId, message: JSONRPCMessage | None) -> EventId
@@ -61,7 +61,7 @@ Store an event and return its ID.
- The generated event ID for the stored event
-#### `replay_events_after`
+#### `replay_events_after`
```python
replay_events_after(self, last_event_id: EventId, send_callback: EventCallback) -> StreamId | None