google
diff --git a/src/google/adk/cli/api_server.py b/src/google/adk/cli/api_server.py
@@ -21,6 +21,7 @@
 import asyncio
 import base64
 import binascii
+from collections import deque
 from contextlib import asynccontextmanager
 import importlib
 import json
@@ -455,10 +456,25 @@ async def __call__(
     await self._app(scope, receive, send)
 
 
+# Debug-UI buffers. Production (`web=False`) does not install these exporters.
+# Caps keep `adk web` from retaining every span for the life of the process.
+# See https://github.com/google/adk-python/issues/6915
+_DEBUG_TRACE_EVENT_LIMIT = 512
+_DEBUG_SPAN_LIMIT = 4096
+_DEBUG_SESSION_TRACE_LIMIT = 512
+
+
+def _evict_oldest(store: dict[Any, Any], max_size: int) -> None:
+  """Drop insertion-oldest keys until store fits in max_size."""
+  while len(store) > max_size:
+    store.pop(next(iter(store)))
+
+
 class ApiServerSpanExporter(export_lib.SpanExporter):
 
-  def __init__(self, trace_dict):
+  def __init__(self, trace_dict, *, max_events: int = _DEBUG_TRACE_EVENT_LIMIT):
     self.trace_dict = trace_dict
+    self._max_events = max_events
 
   def export(
       self, spans: typing.Sequence[ReadableSpan]
@@ -474,6 +490,7 @@ def export(
         attributes["span_id"] = span.get_span_context().span_id
         if attributes.get("gcp.vertex.agent.event_id", None):
           self.trace_dict[attributes["gcp.vertex.agent.event_id"]] = attributes
+          _evict_oldest(self.trace_dict, self._max_events)
     return export_lib.SpanExportResult.SUCCESS
 
   def force_flush(self, timeout_millis: int = 30000) -> bool:
@@ -482,10 +499,17 @@ def force_flush(self, timeout_millis: int = 30000) -> bool:
 
 class InMemoryExporter(export_lib.SpanExporter):
 
-  def __init__(self, trace_dict):
+  def __init__(
+      self,
+      trace_dict,
+      *,
+      max_spans: int = _DEBUG_SPAN_LIMIT,
+      max_sessions: int = _DEBUG_SESSION_TRACE_LIMIT,
+  ):
     super().__init__()
-    self._spans = []
+    self._spans = deque(maxlen=max_spans)
     self.trace_dict = trace_dict
+    self._max_sessions = max_sessions
 
   @override
   def export(
@@ -501,6 +525,7 @@ def export(
         trace_ids = self.trace_dict.setdefault(session_id, [])
         if trace_id not in trace_ids:
           trace_ids.append(trace_id)
+        _evict_oldest(self.trace_dict, self._max_sessions)
     self._spans.extend(spans)
     return export_lib.SpanExportResult.SUCCESS
 
@@ -821,6 +846,11 @@ class ApiServer:
 
   _allow_special_agents: bool = False
 
+  # Only DevServer reads the debug trace data these exporters accumulate
+  # (`/dev/apps/.../debug/trace`). Registering them on ApiServer retains
+  # every span for the life of the process with no consumer (#6915).
+  _registers_debug_trace_exporters: bool = False
+
   def __init__(
       self,
       *,
@@ -1170,12 +1200,17 @@ async def internal_lifespan(app: FastAPI):
     memory_exporter = InMemoryExporter(session_trace_dict)
     self._memory_exporter = memory_exporter
 
-    _setup_telemetry(
-        otel_to_cloud=otel_to_cloud,
-        internal_exporters=[
+    debug_trace_exporters = (
+        [
             export_lib.SimpleSpanProcessor(ApiServerSpanExporter(trace_dict)),
             export_lib.SimpleSpanProcessor(memory_exporter),
-        ],
+        ]
+        if self._registers_debug_trace_exporters
+        else []
+    )
+    _setup_telemetry(
+        otel_to_cloud=otel_to_cloud,
+        internal_exporters=debug_trace_exporters,
     )
     if web_assets_dir:
       self._setup_runtime_config(web_assets_dir)

diff --git a/src/google/adk/cli/dev_server.py b/src/google/adk/cli/dev_server.py
@@ -425,6 +425,7 @@ class DevServer(ApiServer):
   """
 
   _allow_special_agents: bool = True
+  _registers_debug_trace_exporters: bool = True
 
   def _get_agent_dir(self, app_name: str) -> str:
     """Resolves the agent directory and validates the app name to prevent path traversal."""

diff --git a/tests/unittests/cli/test_fast_api.py b/tests/unittests/cli/test_fast_api.py
@@ -4524,6 +4524,88 @@ def test_in_memory_exporter_clear_drops_spans_but_keeps_session_index():
   assert session_trace_dict == {"session-a": [505]}
 
 
+def test_api_server_span_exporter_evicts_oldest_events():
+  """Event attributes are FIFO-capped so a long-lived web UI cannot OOM."""
+  from google.adk.cli.api_server import ApiServerSpanExporter
+
+  trace_dict = {}
+  exporter = ApiServerSpanExporter(trace_dict, max_events=2)
+
+  exporter.export([
+      _readable_span(
+          "call_llm",
+          trace_id=1,
+          attributes={"gcp.vertex.agent.event_id": "event-a"},
+      ),
+      _readable_span(
+          "call_llm",
+          trace_id=2,
+          attributes={"gcp.vertex.agent.event_id": "event-b"},
+      ),
+      _readable_span(
+          "call_llm",
+          trace_id=3,
+          attributes={"gcp.vertex.agent.event_id": "event-c"},
+      ),
+  ])
+
+  assert list(trace_dict) == ["event-b", "event-c"]
+
+
+def test_in_memory_exporter_evicts_oldest_spans():
+  """Finished spans are deque-capped; lookups only see what still fits."""
+  from google.adk.cli.api_server import InMemoryExporter
+
+  session_trace_dict = {}
+  exporter = InMemoryExporter(session_trace_dict, max_spans=2)
+
+  span_1 = _readable_span(
+      "call_llm",
+      trace_id=1,
+      attributes={"gcp.vertex.agent.session_id": "session-a"},
+  )
+  span_2 = _readable_span(
+      "call_llm",
+      trace_id=2,
+      attributes={"gcp.vertex.agent.session_id": "session-a"},
+  )
+  span_3 = _readable_span(
+      "call_llm",
+      trace_id=3,
+      attributes={"gcp.vertex.agent.session_id": "session-a"},
+  )
+  exporter.export([span_1, span_2, span_3])
+
+  assert exporter.get_finished_spans("session-a") == [span_2, span_3]
+
+
+def test_in_memory_exporter_evicts_oldest_sessions():
+  """The session -> trace-id index is capped the same way as the span buffer."""
+  from google.adk.cli.api_server import InMemoryExporter
+
+  session_trace_dict = {}
+  exporter = InMemoryExporter(session_trace_dict, max_sessions=2)
+  exporter.export([
+      _readable_span(
+          "call_llm",
+          trace_id=1,
+          attributes={"gcp.vertex.agent.session_id": "session-a"},
+      ),
+      _readable_span(
+          "call_llm",
+          trace_id=2,
+          attributes={"gcp.vertex.agent.session_id": "session-b"},
+      ),
+      _readable_span(
+          "call_llm",
+          trace_id=3,
+          attributes={"gcp.vertex.agent.session_id": "session-c"},
+      ),
+  ])
+
+  assert list(session_trace_dict) == ["session-b", "session-c"]
+
+
 #################################################
 # Request-body plumbing tests
 #################################################
@@ -4622,6 +4704,46 @@ def test_dev_only_endpoints_absent_when_web_disabled(
   assert client.get("/list-apps").status_code == 200
 
 
+def test_debug_trace_exporters_only_registered_for_dev_server(
+    mock_session_service,
+    mock_artifact_service,
+    mock_memory_service,
+    mock_agent_loader,
+    mock_eval_sets_manager,
+    mock_eval_set_results_manager,
+):
+  """web=False has no reader for debug traces, so it must not retain them."""
+  from google.adk.cli import api_server as api_server_module
+
+  with patch.object(
+      api_server_module, "_setup_telemetry", autospec=True
+  ) as mock_setup_telemetry:
+    _create_test_client(
+        mock_session_service,
+        mock_artifact_service,
+        mock_memory_service,
+        mock_agent_loader,
+        mock_eval_sets_manager,
+        mock_eval_set_results_manager,
+        web=False,
+    )
+    assert mock_setup_telemetry.call_args.kwargs["internal_exporters"] == []
+
+  with patch.object(
+      api_server_module, "_setup_telemetry", autospec=True
+  ) as mock_setup_telemetry:
+    _create_test_client(
+        mock_session_service,
+        mock_artifact_service,
+        mock_memory_service,
+        mock_agent_loader,
+        mock_eval_sets_manager,
+        mock_eval_set_results_manager,
+        web=True,
+    )
+    assert len(mock_setup_telemetry.call_args.kwargs["internal_exporters"]) == 2
+
+
 def test_app_info_rejects_special_agent_only_in_api_server_mode(
     test_app,
     mock_session_service,