diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index 3b22397559f..eccba99d749 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -39,6 +39,13 @@ _EXPLICIT_SESSION_HEADERS = frozenset({"x-litellm-trace-id", "x-litellm-session-
 # (covers UUIDs and most common session-id formats).
 _SESSION_ID_VALUE_RE = re.compile(r"^[a-zA-Z0-9_\-]{8,}$")
 
+# W3C Trace Context traceparent format:
+# {version}-{trace-id}-{parent-id}-{trace-flags}
+# e.g. 00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01
+_TRACEPARENT_RE = re.compile(
+    r"^[0-9a-f]{2}-([0-9a-f]{32})-[0-9a-f]{16}-[0-9a-f]{2}$", re.IGNORECASE
+)
+
 
 def _sanitize_for_log(value: Any) -> str:
     """
@@ -309,6 +316,27 @@ def _extract_generic_session_id_from_headers(
     return None
 
 
+def _extract_trace_id_from_traceparent(
+    normalized: Dict[str, str],
+) -> Optional[str]:
+    """
+    Extract the ``trace-id`` component from a W3C ``traceparent`` header.
+
+    The traceparent format is ``{version}-{trace-id}-{parent-id}-{trace-flags}``,
+    e.g. ``00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01``.
+
+    Returns the 32-hex-char trace-id if the header is present and well-formed,
+    otherwise ``None``.
+    """
+    traceparent = normalized.get("traceparent")
+    if not traceparent or not isinstance(traceparent, str):
+        return None
+    match = _TRACEPARENT_RE.match(traceparent.strip())
+    if match:
+        return match.group(1)
+    return None
+
+
 def get_chain_id_from_headers(headers: Optional[Dict[str, str]]) -> Optional[str]:
     """
     Extract chain id for call chaining from request headers.
@@ -318,6 +346,9 @@ def get_chain_id_from_headers(headers: Optional[Dict[str, str]]) -> Optional[str
     2. ``x-litellm-session-id`` (explicit)
     3. Any ``x-<vendor>-session-id`` header whose value looks like a session id
        (alphanumeric / UUID, at least 8 chars).  E.g. ``x-claude-code-session-id``.
+    4. W3C ``traceparent`` header — the 32-hex-char trace-id is extracted and
+       used as the session id.  This allows chaining LLM calls that are part
+       of one agent / distributed-trace interaction.
 
     Header keys are matched case-insensitively so this works with raw header
     dicts from any transport.
@@ -332,6 +363,7 @@ def get_chain_id_from_headers(headers: Optional[Dict[str, str]]) -> Optional[str
         normalized.get("x-litellm-trace-id")
         or normalized.get("x-litellm-session-id")
         or _extract_generic_session_id_from_headers(normalized)
+        or _extract_trace_id_from_traceparent(normalized)
     )
 
 
diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py
index d2a1468be2a..790ae688b03 100644
--- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py
+++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py
@@ -2276,6 +2276,104 @@ def test_get_chain_id_from_headers_generic_vendor_session_id():
     )
 
 
+def test_get_chain_id_from_headers_traceparent():
+    """get_chain_id_from_headers extracts trace-id from a W3C traceparent header."""
+    from litellm.proxy.litellm_pre_call_utils import get_chain_id_from_headers
+
+    traceparent = "00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01"
+    assert (
+        get_chain_id_from_headers({"traceparent": traceparent})
+        == "0af7651916cd43dd8448eb211c80319c"
+    )
+
+
+def test_get_chain_id_from_headers_traceparent_case_insensitive():
+    """traceparent header key matching is case-insensitive."""
+    from litellm.proxy.litellm_pre_call_utils import get_chain_id_from_headers
+
+    traceparent = "00-abcdef1234567890abcdef1234567890-1234567890abcdef-00"
+    assert (
+        get_chain_id_from_headers({"Traceparent": traceparent})
+        == "abcdef1234567890abcdef1234567890"
+    )
+
+
+def test_get_chain_id_from_headers_traceparent_malformed_ignored():
+    """Malformed traceparent values are ignored."""
+    from litellm.proxy.litellm_pre_call_utils import get_chain_id_from_headers
+
+    assert get_chain_id_from_headers({"traceparent": "not-a-valid-traceparent"}) is None
+    assert get_chain_id_from_headers({"traceparent": ""}) is None
+    assert get_chain_id_from_headers({"traceparent": "00-short-abc-01"}) is None
+
+
+def test_get_chain_id_from_headers_traceparent_lower_priority_than_explicit():
+    """Explicit litellm headers take precedence over traceparent."""
+    from litellm.proxy.litellm_pre_call_utils import get_chain_id_from_headers
+
+    assert (
+        get_chain_id_from_headers(
+            {
+                "x-litellm-trace-id": "explicit-id",
+                "traceparent": "00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01",
+            }
+        )
+        == "explicit-id"
+    )
+
+
+def test_get_chain_id_from_headers_traceparent_lower_priority_than_generic_session():
+    """Generic x-<vendor>-session-id headers take precedence over traceparent."""
+    from litellm.proxy.litellm_pre_call_utils import get_chain_id_from_headers
+
+    assert (
+        get_chain_id_from_headers(
+            {
+                "x-claude-code-session-id": "e96634a3-fa28-4083-b354-55542e2dca01",
+                "traceparent": "00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01",
+            }
+        )
+        == "e96634a3-fa28-4083-b354-55542e2dca01"
+    )
+
+
+def test_add_litellm_metadata_from_request_headers_traceparent_sets_session_id():
+    """traceparent header sets session_id and trace_id in metadata."""
+    traceparent = "00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01"
+    headers = {"traceparent": traceparent}
+    data = {"metadata": {}}
+    LiteLLMProxyRequestSetup.add_litellm_metadata_from_request_headers(
+        headers=headers, data=data, _metadata_variable_name="metadata"
+    )
+    expected_trace_id = "0af7651916cd43dd8448eb211c80319c"
+    assert data["metadata"]["session_id"] == expected_trace_id
+    assert data["metadata"]["trace_id"] == expected_trace_id
+    assert data["litellm_session_id"] == expected_trace_id
+    assert data["litellm_trace_id"] == expected_trace_id
+
+
+def test_extract_trace_id_from_traceparent_directly():
+    """Unit test for _extract_trace_id_from_traceparent helper."""
+    from litellm.proxy.litellm_pre_call_utils import _extract_trace_id_from_traceparent
+
+    assert (
+        _extract_trace_id_from_traceparent(
+            {"traceparent": "00-0af7651916cd43dd8448eb211c80319c-b7ad6b7169203331-01"}
+        )
+        == "0af7651916cd43dd8448eb211c80319c"
+    )
+    assert _extract_trace_id_from_traceparent({}) is None
+    assert _extract_trace_id_from_traceparent({"traceparent": ""}) is None
+    assert _extract_trace_id_from_traceparent({"traceparent": "invalid-format"}) is None
+    # Uppercase hex should also work
+    assert (
+        _extract_trace_id_from_traceparent(
+            {"traceparent": "00-0AF7651916CD43DD8448EB211C80319C-B7AD6B7169203331-01"}
+        )
+        == "0AF7651916CD43DD8448EB211C80319C"
+    )
+
+
 def test_get_internal_user_header_from_mapping_returns_expected_header():
     mappings = [
         {"header_name": "X-OpenWebUI-User-Id", "litellm_user_role": "internal_user"},