diff --git a/.github/workflows/test-litellm-ui-lint.yml b/.github/workflows/test-litellm-ui-lint.yml index 804894b1e50..5173eb6da35 100644 --- a/.github/workflows/test-litellm-ui-lint.yml +++ b/.github/workflows/test-litellm-ui-lint.yml @@ -29,7 +29,15 @@ jobs: id: changed env: BASE_SHA: ${{ github.event.pull_request.base.sha }} + HEAD_SHA: ${{ github.event.pull_request.head.sha }} run: | + # base.sha is the base branch tip from when the PR was opened, while + # actions/checkout leaves HEAD on a merge of the PR into the *current* + # base tip. "$BASE_SHA"...HEAD therefore spans every base-branch commit + # landed since, so a PR that touches no UI file still gets linted + # against hundreds of other people's files. Diff the PR head against its + # own merge base instead, which is exactly what this PR changed. + merge_base=$(git merge-base "$BASE_SHA" "$HEAD_SHA") : > "$RUNNER_TEMP/prettier_files.txt" : > "$RUNNER_TEMP/eslint_files.txt" while IFS= read -r f; do @@ -41,7 +49,7 @@ jobs: *.json | *.css | *.scss | *.md | *.mdx | *.yml | *.yaml | *.html) printf '%s\n' "$f" >> "$RUNNER_TEMP/prettier_files.txt" ;; esac - done < <(git diff --name-only --diff-filter=ACMR --relative "$BASE_SHA"...HEAD -- .) + done < <(git diff --name-only --diff-filter=ACMR --relative "$merge_base" "$HEAD_SHA" -- .) if [ -s "$RUNNER_TEMP/prettier_files.txt" ] || [ -s "$RUNNER_TEMP/eslint_files.txt" ]; then echo "has_files=true" >> "$GITHUB_OUTPUT" else diff --git a/.github/workflows/test_server_root_path.yml b/.github/workflows/test_server_root_path.yml deleted file mode 100644 index 01f70511e79..00000000000 --- a/.github/workflows/test_server_root_path.yml +++ /dev/null @@ -1,151 +0,0 @@ -name: Test Proxy SERVER_ROOT_PATH Routing -permissions: - contents: read - -on: - pull_request: - branches: - - main - - litellm_internal_staging - - litellm_oss_staging - - "litellm_**" - -jobs: - test-server-root-path: - runs-on: ubuntu-latest - timeout-minutes: 30 - - strategy: - fail-fast: false - matrix: - root_path: ["/api/v1", "/llmproxy"] - - steps: - - name: Checkout repository - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0 - with: - persist-credentials: false - - - name: Free up disk space - run: | - sudo rm -rf /usr/local/lib/android /usr/share/dotnet /opt/ghc /usr/local/share/boost - sudo apt-get clean - df -h / - - - name: Set up Docker Buildx - uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0 - - - name: Build Docker image - uses: docker/build-push-action@0adf9959216b96bec444f325f1e493d4aa344497 # v6.14.0 - with: - context: . - file: ./docker/Dockerfile.non_root - tags: litellm-test:${{ github.sha }} - load: true - push: false - - - name: Start LiteLLM container with SERVER_ROOT_PATH - run: | - docker run -d \ - --name litellm-test \ - -p 4000:4000 \ - -e SERVER_ROOT_PATH="${{ matrix.root_path }}" \ - -e LITELLM_MASTER_KEY="sk-1234" \ - litellm-test:${{ github.sha }} \ - --detailed_debug - - - name: Wait for container to be healthy - run: | - echo "Waiting for LiteLLM to start..." - max_attempts=30 - attempt=0 - - while [ $attempt -lt $max_attempts ]; do - if docker logs litellm-test 2>&1 | grep -q "Uvicorn running"; then - echo "LiteLLM started successfully" - break - fi - attempt=$((attempt + 1)) - echo "Attempt $attempt/$max_attempts - waiting for server to start..." - sleep 2 - done - - if [ $attempt -eq $max_attempts ]; then - echo "Server failed to start within timeout" - docker logs litellm-test - exit 1 - fi - - sleep 5 - - - name: Show container logs - if: always() - run: docker logs litellm-test - - - name: Test UI endpoint with root path - run: | - ROOT_PATH="${{ matrix.root_path }}" - echo "Testing UI at: http://localhost:4000${ROOT_PATH}/ui/" - - for i in 1 2 3; do - content=$(curl -sL --max-time 5 -H "Authorization: Bearer sk-1234" "http://localhost:4000${ROOT_PATH}/ui/") - if echo "$content" | grep -q -E "(html|= (limit or 20): - break + has_more = len(batches) > page_size + batch_objects: List[LiteLLMBatch] = [] + for batch in batches[:page_size]: + try: batch_data = ( json.loads(batch.file_object) if isinstance(batch.file_object, str) @@ -351,9 +359,7 @@ class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): ) continue - return build_list_page( - batch_objects, has_more=len(batch_objects) == (limit or 20) - ) + return build_list_page(batch_objects, has_more=has_more) async def get_user_created_file_ids( self, user_api_key_dict: UserAPIKeyAuth, model_object_ids: List[str] diff --git a/enterprise/pyproject.toml b/enterprise/pyproject.toml index 04643b1ec33..fa209e55eb8 100644 --- a/enterprise/pyproject.toml +++ b/enterprise/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "litellm-enterprise" -version = "0.1.51" +version = "0.1.52" description = "Package for LiteLLM Enterprise features" readme = "README.md" requires-python = ">=3.9" @@ -26,7 +26,7 @@ required-version = ">=0.10.9" module-root = "" [tool.commitizen] -version = "0.1.51" +version = "0.1.52" version_files = [ "pyproject.toml:^version", "../pyproject.toml:litellm-enterprise==", diff --git a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260724000000_add_spend_log_tool_index_start_time_idx/migration.sql b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260724000000_add_spend_log_tool_index_start_time_idx/migration.sql new file mode 100644 index 00000000000..548c3bd5683 --- /dev/null +++ b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260724000000_add_spend_log_tool_index_start_time_idx/migration.sql @@ -0,0 +1,2 @@ +-- CreateIndex +CREATE INDEX IF NOT EXISTS "LiteLLM_SpendLogToolIndex_start_time_idx" ON "LiteLLM_SpendLogToolIndex"("start_time"); diff --git a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma index 23a9c086c73..6713b212314 100644 --- a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma +++ b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma @@ -1094,6 +1094,7 @@ model LiteLLM_SpendLogToolIndex { @@id([request_id, tool_name]) @@index([tool_name, start_time]) + @@index([start_time]) } // Prompt table for storing prompt configurations diff --git a/litellm-proxy-extras/pyproject.toml b/litellm-proxy-extras/pyproject.toml index ccca88c9996..79984dcab68 100644 --- a/litellm-proxy-extras/pyproject.toml +++ b/litellm-proxy-extras/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "litellm-proxy-extras" -version = "0.4.80" +version = "0.4.81" description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package." readme = "README.md" requires-python = ">=3.9" @@ -26,7 +26,7 @@ required-version = ">=0.10.9" module-root = "" [tool.commitizen] -version = "0.4.80" +version = "0.4.81" version_files = [ "pyproject.toml:^version", "../pyproject.toml:litellm-proxy-extras==", diff --git a/litellm/completion_extras/litellm_responses_transformation/transformation.py b/litellm/completion_extras/litellm_responses_transformation/transformation.py index aecb2552b53..3e50fe66039 100644 --- a/litellm/completion_extras/litellm_responses_transformation/transformation.py +++ b/litellm/completion_extras/litellm_responses_transformation/transformation.py @@ -35,6 +35,7 @@ from litellm.responses.sse_output_recovery import ( record_output_item_chunk, record_output_text_chunk, ) +from litellm.responses.utils import normalize_responses_api_stream_options from litellm.types.llms.openai import ( ChatCompletionAnnotation, ChatCompletionReasoningItem, @@ -320,6 +321,10 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): responses_api_request["tool_choice"] = ( # type: ignore[assignment] self._normalize_tool_choice_for_responses_api(value) ) + elif key == "stream_options": + stream_options = normalize_responses_api_stream_options(value) + if stream_options is not None: + responses_api_request["stream_options"] = stream_options elif key in ResponsesAPIOptionalRequestParams.__annotations__.keys(): responses_api_request[key] = value # type: ignore elif key == "previous_response_id": @@ -360,8 +365,6 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): continue if key == "instructions" and instructions: request_data["instructions"] = instructions - elif key == "stream_options" and isinstance(value, dict): - request_data["stream_options"] = value.get("include_obfuscation") elif key == "user" and isinstance(value, str): # OpenAI API requires user param to be max 64 chars - truncate if longer if len(value) <= 64: diff --git a/litellm/constants.py b/litellm/constants.py index b9b9c0ba604..a9edf135731 100644 --- a/litellm/constants.py +++ b/litellm/constants.py @@ -1418,6 +1418,8 @@ LITELLM_EXPIRED_UI_SESSION_KEY_CLEANUP_BATCH_SIZE = int( os.getenv("LITELLM_EXPIRED_UI_SESSION_KEY_CLEANUP_BATCH_SIZE", 1000) ) LITELLM_PROXY_ADMIN_NAME = "default_user_id" +LITELLM_PROXY_BUDGET_NAME = "litellm-proxy-budget" +GLOBAL_PROXY_SPEND_CACHE_KEY = f"{LITELLM_PROXY_ADMIN_NAME}:spend" ########################### CLI SSO AUTHENTICATION CONSTANTS ########################### LITELLM_CLI_SOURCE_IDENTIFIER = "litellm-cli" @@ -1455,6 +1457,7 @@ SPEND_LOG_CLEANUP_MAX_CONSECUTIVE_BATCH_FAILURES = int(os.getenv("SPEND_LOG_CLEA SPEND_LOG_CLEANUP_BATCH_FAILURE_BACKOFF_SECONDS = float( os.getenv("SPEND_LOG_CLEANUP_BATCH_FAILURE_BACKOFF_SECONDS", 0.5) ) +TOOL_SPEND_MAX_WINDOW_DAYS = 30 SPEND_LOG_PARTITION_INTERVAL = os.getenv("SPEND_LOG_PARTITION_INTERVAL", "day") SPEND_LOG_PARTITION_PRECREATE_AHEAD = int(os.getenv("SPEND_LOG_PARTITION_PRECREATE_AHEAD", 7)) SPEND_LOG_QUEUE_SIZE_THRESHOLD = int(os.getenv("SPEND_LOG_QUEUE_SIZE_THRESHOLD", 100)) diff --git a/litellm/integrations/custom_guardrail.py b/litellm/integrations/custom_guardrail.py index f639ad49d5e..57b05c9bec8 100644 --- a/litellm/integrations/custom_guardrail.py +++ b/litellm/integrations/custom_guardrail.py @@ -17,7 +17,11 @@ from typing import ( ) from litellm._logging import verbose_logger -from litellm.litellm_core_utils.core_helpers import redact_nested_match_and_regex_keys +from litellm.litellm_core_utils.core_helpers import ( + get_metadata_variable_name_from_kwargs, + get_or_create_metadata_bucket, + redact_nested_match_and_regex_keys, +) from litellm.caching import DualCache from litellm.integrations.custom_logger import CustomLogger from litellm.secret_managers.main import str_to_bool @@ -107,6 +111,8 @@ class CustomGuardrail(CustomLogger): # If True, during_call runs async_moderation_hook instead of the unified apply_guardrail path. use_native_during_call_hook: ClassVar[bool] = False + records_own_guardrail_information: ClassVar[bool] = False + def __init__( self, guardrail_name: Optional[str] = None, @@ -954,17 +960,8 @@ class CustomGuardrail(CustomLogger): # should not happen container[key] = [existing, slg] - if "metadata" in request_data: - if request_data["metadata"] is None: - request_data["metadata"] = {} - _append_guardrail_info(request_data["metadata"]) - elif "litellm_metadata" in request_data: - _append_guardrail_info(request_data["litellm_metadata"]) - else: - # Ensure guardrail info is always logged (e.g. proxy may not have set - # metadata yet). Attach to "metadata" so spend log / standard logging see it. - request_data["metadata"] = {} - _append_guardrail_info(request_data["metadata"]) + _, metadata_bucket = get_or_create_metadata_bucket(request_data) + _append_guardrail_info(metadata_bucket) _guardrail_self_recorded.set(True) @@ -1223,7 +1220,7 @@ def _sync_guardrail_info_to_logging_obj(request_data: dict, logging_obj: object) """ if logging_obj is None: return - meta_src = request_data.get("metadata") or request_data.get("litellm_metadata") or {} + meta_src = request_data.get(get_metadata_variable_name_from_kwargs(request_data)) or {} slg_info = meta_src.get("standard_logging_guardrail_information") if not slg_info: return @@ -1256,6 +1253,14 @@ def log_guardrail_information(func): so it stays correct when guardrails run concurrently (asyncio copies the context into each gathered task): counting shared entries would let one guardrail's append hide another guardrail's missing record. + + A guardrail that only records an entry when it actually runs (e.g. + ``HeadroomGuardrail``, which returns the inputs untouched on an endpoint + whose payload it cannot act on) sets ``records_own_guardrail_information = + True`` so the auto-record is skipped even on the return paths where it + recorded nothing; otherwise a no-op early return would be logged as an + "allow"/"success" run even though the guardrail did nothing. The exception + branch below still records so a genuine failure is not lost. """ import functools import inspect @@ -1291,7 +1296,7 @@ def log_guardrail_information(func): self_recorded_token = _guardrail_self_recorded.set(False) try: response = await func(*args, **kwargs) - if _guardrail_self_recorded.get(): + if self.records_own_guardrail_information or _guardrail_self_recorded.get(): return response return self._process_response( response=response, @@ -1333,7 +1338,7 @@ def log_guardrail_information(func): self_recorded_token = _guardrail_self_recorded.set(False) try: response = func(*args, **kwargs) - if _guardrail_self_recorded.get(): + if self.records_own_guardrail_information or _guardrail_self_recorded.get(): return response return self._process_response( response=response, diff --git a/litellm/integrations/opentelemetry.py b/litellm/integrations/opentelemetry.py index fea55cd1db4..12465377b51 100644 --- a/litellm/integrations/opentelemetry.py +++ b/litellm/integrations/opentelemetry.py @@ -883,8 +883,8 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): request_data: dict, parent_span: Optional[Any], ) -> None: - """Emit ``guardrail`` spans from ``request_data["metadata"] - ["standard_logging_guardrail_information"]``. + """Emit ``guardrail`` spans from the request's proxy-internal metadata bucket + (``standard_logging_guardrail_information``). Routed through ``_create_guardrail_span`` so the dedupe state in ``_otel_internal`` is honoured — if ``_handle_failure`` already @@ -892,7 +892,12 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): """ from opentelemetry import trace as _trace - metadata = (request_data or {}).get("metadata") or {} + from litellm.litellm_core_utils.core_helpers import ( + get_metadata_variable_name_from_kwargs, + ) + + request_data = request_data or {} + metadata = request_data.get(get_metadata_variable_name_from_kwargs(request_data)) or {} guardrail_information = metadata.get("standard_logging_guardrail_information") if not guardrail_information: return diff --git a/litellm/integrations/otel/logger.py b/litellm/integrations/otel/logger.py index 778f5342e90..b33973f0676 100644 --- a/litellm/integrations/otel/logger.py +++ b/litellm/integrations/otel/logger.py @@ -17,6 +17,7 @@ from litellm.integrations.otel.model.baggage import promoted_baggage from litellm.integrations.otel.model.config import OpenTelemetryV2Config from litellm.integrations.otel.plumbing.context import ( is_recordable_span, + mcp_message_transport_span, request_root_span, resolve_mcp_span_context, resolve_parent_context, @@ -641,8 +642,14 @@ class OpenTelemetryV2(CustomLogger): endpoint, auth failure), so the failed request carries the same error keys a failed LLM call does. v1's ``OpenTelemetry`` implemented this same hook; v2 lost it when it stopped subclassing ``OpenTelemetry``, which is the - LIT-4179 regression for pre-call failures.""" - span = request_root_span() or user_api_key_dict.parent_otel_span + LIT-4179 regression for pre-call failures. + + An MCP message is handled on the session's task, where the request-root + anchor is whatever request opened the session, so prefer the transport the + gateway published for this specific message. Without that, a failed tool + call aimed its error at the ``initialize`` request's finished span and the + SDK dropped it, leaving the POST that actually failed unmarked.""" + span = mcp_message_transport_span() or request_root_span() or user_api_key_dict.parent_otel_span if span is None or not is_recordable_span(span): return None stamp_error(span, _span_error_from_exception(original_exception, traceback_str=traceback_str)) diff --git a/litellm/integrations/otel/plumbing/context.py b/litellm/integrations/otel/plumbing/context.py index 939559347b1..c03ef8d6d63 100644 --- a/litellm/integrations/otel/plumbing/context.py +++ b/litellm/integrations/otel/plumbing/context.py @@ -79,47 +79,67 @@ def reset_mcp_message_trace_carrier(token: "Token[Mapping[str, str] | None]") -> _mcp_message_trace_carrier.reset(token) -# The transport span of the HTTP request carrying the CURRENT MCP message, as a -# plain ``SpanContext`` so it can cross a task boundary. +# The transport span of the HTTP request carrying the CURRENT MCP message. # # ``_request_root_span`` above cannot be used for MCP: a *stateful* streamable-HTTP # session runs every message on the single task spawned by that session's # ``initialize`` POST, so the ContextVar the ASGI request task writes at auth time # is frozen at ``initialize`` there and never sees the later ``tools/call`` POSTs. -# Reading it from the message handler would parent every tool call in the session -# to the first request's (already ended) server span. The gateway instead resolves -# the current message's transport span on the request task and hands it over the -# same way it hands over per-request auth, and the handler publishes it here for -# the span emitter to pick up. -_mcp_message_transport_span_context: "ContextVar[SpanContext | None]" = ContextVar( - "litellm_otel_mcp_message_transport_span_context", default=None +# Reading it from the message handler parents every tool call in the session to the +# first request's server span and aims that call's ``error.*`` at it — a span that +# ended long ago, so the SDK drops the write and the failure reaches no request at +# all. The gateway instead resolves the current message's transport span on the +# request task and hands it over the same way it hands over per-request auth, and +# the handler publishes it here for the span emitter and the failure hook. +_mcp_message_transport_span: "ContextVar[Span | None]" = ContextVar( + "litellm_otel_mcp_message_transport_span", default=None ) -def set_mcp_message_transport_span_context( - span_context: "SpanContext | None", -) -> "Token[SpanContext | None]": +def set_mcp_message_transport_span(span: object) -> "Token[Span | None]": """Publish the transport span of the request carrying the current MCP message. + Also re-anchors the request root, so everything else the message emits or stamps + — the identity attributes seeded onto the server span, a guardrail span, a + proxy-level failure — lands on this request instead of on the one that opened + the session. The MCP SDK dispatches each message on its own task, so the anchor + is scoped to this message; the handler re-publishes it for the next one either + way. Only a transport still open for writes is anchored: replacing the anchor + with a request that already answered would just move the dropped writes from one + finished span to another. + + Takes ``object`` because the gateway reads it back out of the ASGI scope, whose + values are untyped; anything that is not a usable span is stored as ``None`` + rather than trusted. + Returns the reset token; the caller must reset it once the message is handled so the transport never leaks to the next message on the same session task. """ - return _mcp_message_transport_span_context.set(span_context) + transport = span if isinstance(span, Span) and is_recordable_span(span) else None + if transport is not None and transport.is_recording(): + set_request_root_span(transport) + return _mcp_message_transport_span.set(transport) -def reset_mcp_message_transport_span_context(token: "Token[SpanContext | None]") -> None: - _mcp_message_transport_span_context.reset(token) +def reset_mcp_message_transport_span(token: "Token[Span | None]") -> None: + _mcp_message_transport_span.reset(token) -def request_root_span_context() -> "SpanContext | None": - """The anchored request root span's context, safe to hand to another task. +def mcp_message_transport_span() -> "Span | None": + """The published transport span, only while it is still open for writes. - A ``SpanContext`` is an immutable value, unlike the live ``Span``, so passing it - across the MCP session-task boundary cannot keep a finished span alive or invite - writes to it from the wrong request. + Recording — not merely valid — is the bar here because this span is the target + of ``error.*`` stamping from another task, and the publisher's validity check + cannot speak for a span that has since ended. A finished span keeps a valid + context forever, so it would otherwise be handed back for a write the SDK then + refuses. The POST carrying a ``tools/call`` stays open until the result is + written, so it is recording for the life of the call; a notification POST can + answer first, and this returns ``None`` for it rather than writing into the void. """ - span = request_root_span() - return span.get_span_context() if span is not None else None + span = _mcp_message_transport_span.get() + if span is None or not span.is_recording(): + return None + return span def _mcp_transport_span_context() -> "SpanContext | None": @@ -127,12 +147,16 @@ def _mcp_transport_span_context() -> "SpanContext | None": Prefers the transport the gateway published for this specific message; falls back to the ambient request anchor for paths that emit an MCP span on the - request task itself (the REST MCP endpoints, the SDK). + request task itself (the REST MCP endpoints, the SDK). Parenting and linking + only need the immutable context, and unlike ``mcp_message_transport_span`` they + stay correct against a transport that has already finished, so this does not + require the span to still be recording. """ - published = _mcp_message_transport_span_context.get() - if published is not None and published.is_valid: - return published - return request_root_span_context() + published = _mcp_message_transport_span.get() + if published is not None: + return published.get_span_context() + span = request_root_span() + return span.get_span_context() if span is not None else None def set_request_baggage(values: Mapping[str, str], context: Context | None = None) -> Context: diff --git a/litellm/litellm_core_utils/core_helpers.py b/litellm/litellm_core_utils/core_helpers.py index 88dddb59cc7..cecc35ee1c1 100644 --- a/litellm/litellm_core_utils/core_helpers.py +++ b/litellm/litellm_core_utils/core_helpers.py @@ -195,6 +195,25 @@ def get_metadata_variable_name_from_kwargs( return "litellm_metadata" if "litellm_metadata" in kwargs else "metadata" +def get_or_create_metadata_bucket( + request_data: dict, +) -> tuple[Literal["metadata", "litellm_metadata"], dict]: + """ + Return the proxy-internal metadata bucket for this request, creating it if absent. + + Batch/file routes store proxy state in ``litellm_metadata`` so the OpenAI + ``metadata`` field can remain provider-safe (string values only). Every writer and + reader of proxy-internal metadata resolves the bucket through here, so a caller that + supplies its own ``metadata`` field cannot split them across two dicts. + """ + metadata_key = get_metadata_variable_name_from_kwargs(request_data) + metadata_bucket = request_data.get(metadata_key) + if not isinstance(metadata_bucket, dict): + metadata_bucket = {} + request_data[metadata_key] = metadata_bucket + return metadata_key, metadata_bucket + + def get_litellm_metadata_from_kwargs(kwargs: dict): """ Helper to get litellm metadata from all litellm request kwargs diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py index c9e70b7db73..e1e5499d008 100644 --- a/litellm/litellm_core_utils/litellm_logging.py +++ b/litellm/litellm_core_utils/litellm_logging.py @@ -1878,7 +1878,14 @@ class Logging(LiteLLMLoggingBaseClass): elif standard_logging_object is not None: self.model_call_details["standard_logging_object"] = standard_logging_object else: - self.model_call_details["response_cost"] = None + # Streaming reaches here before its cost is known, so the cost + # is seeded to None, but only when nothing has already + # established one. A stream that assembles into a response + # object recomputes the cost right after this; a pass-through + # stream cannot (its body is opaque) and carries the cost its + # upstream reported in the response headers, which an + # unconditional reset would discard. + self.model_call_details.setdefault("response_cost", None) result = self._transform_usage_objects(result=result) diff --git a/litellm/llms/anthropic/chat/guardrail_translation/handler.py b/litellm/llms/anthropic/chat/guardrail_translation/handler.py index 7000c20d9c4..90f735707bf 100644 --- a/litellm/llms/anthropic/chat/guardrail_translation/handler.py +++ b/litellm/llms/anthropic/chat/guardrail_translation/handler.py @@ -600,9 +600,15 @@ class AnthropicMessagesHandler(BaseTranslation): guardrail_inputs["tool_calls"] = tool_calls_list try: + prepared_request_data = self._prepare_request_data( + request_data, + model_response, + user_api_key_dict, + key="response", + ) _guardrailed_inputs = await guardrail_to_apply.apply_guardrail( inputs=guardrail_inputs, - request_data=request_data if request_data is not None else {}, + request_data=prepared_request_data, input_type="response", logging_obj=litellm_logging_obj, ) @@ -618,9 +624,15 @@ class AnthropicMessagesHandler(BaseTranslation): string_so_far = self.get_streaming_string_so_far(responses_so_far) try: + prepared_request_data = self._prepare_request_data( + request_data, + responses_so_far, + user_api_key_dict, + key="responses", + ) _guardrailed_inputs = await guardrail_to_apply.apply_guardrail( inputs={"texts": [string_so_far]}, - request_data=request_data if request_data is not None else {}, + request_data=prepared_request_data, input_type="response", logging_obj=litellm_logging_obj, ) diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/interceptors/advisor.py b/litellm/llms/anthropic/experimental_pass_through/messages/interceptors/advisor.py index 79faa39c7a2..a36f825951a 100644 --- a/litellm/llms/anthropic/experimental_pass_through/messages/interceptors/advisor.py +++ b/litellm/llms/anthropic/experimental_pass_through/messages/interceptors/advisor.py @@ -21,6 +21,7 @@ import litellm import litellm.constants as _c from litellm.litellm_core_utils.url_utils import validate_url from litellm.llms.anthropic.common_utils import strip_advisor_blocks_from_messages +from litellm.router_utils.cooldown_handlers import mark_advisor_orchestration_failure from litellm.types.llms.anthropic_messages.anthropic_response import ( AnthropicMessagesResponse, ) @@ -124,30 +125,36 @@ class AdvisorOrchestrationHandler(MessagesInterceptor): iteration += 1 if iteration > max_uses: - raise AdvisorMaxIterationsError( + max_iterations_error = AdvisorMaxIterationsError( f"Advisor orchestration loop exceeded max_uses={max_uses}. " "Increase max_uses in the advisor tool definition or cap the request." ) + mark_advisor_orchestration_failure(max_iterations_error) + raise max_iterations_error # --- Build advisor context --- advisor_messages = _build_advisor_context(current_messages, executor_response, advisor_use_block) # --- Advisor sub-call (always non-streaming, no tools) --- - advisor_response: AnthropicMessagesResponse = await _call_messages_handler( - model=advisor_model, - messages=advisor_messages, - tools=None, - stream=False, - max_tokens=max_tokens, - custom_llm_provider=None, # let litellm resolve from model name - metadata={ - **metadata_base, - "advisor_sub_call": True, - "parent_request_id": parent_request_id, - }, - api_key=advisor_api_key, - api_base=advisor_api_base, - ) + try: + advisor_response: AnthropicMessagesResponse = await _call_messages_handler( + model=advisor_model, + messages=advisor_messages, + tools=None, + stream=False, + max_tokens=max_tokens, + custom_llm_provider=None, # let litellm resolve from model name + metadata={ + **metadata_base, + "advisor_sub_call": True, + "parent_request_id": parent_request_id, + }, + api_key=advisor_api_key, + api_base=advisor_api_base, + ) + except Exception as advisor_sub_call_exception: + mark_advisor_orchestration_failure(advisor_sub_call_exception) + raise advisor_text = _extract_response_text(advisor_response) diff --git a/litellm/llms/bedrock/base_aws_llm.py b/litellm/llms/bedrock/base_aws_llm.py index df811f8d262..6b89fb69739 100644 --- a/litellm/llms/bedrock/base_aws_llm.py +++ b/litellm/llms/bedrock/base_aws_llm.py @@ -78,8 +78,10 @@ class BaseAWSLLM: # Storage is in-process memory only: default ``DualCache()`` has no Redis backend unless attached # elsewhere. Entry TTL: static access-key + secret + region use ``_get_default_ttl_for_boto3_credentials`` # (~59 minutes); ambient env (``_auth_with_env_vars`` returns ``ttl=None``) uses ``InMemoryCache``'s - # ``default_ttl`` (600 seconds / 10 minutes). AssumeRole, web identity, profiles, and explicit - # session-token tuples are not cached — see ``get_credentials`` and ``_get_or_set_cached_credentials``. + # ``default_ttl`` (600 seconds / 10 minutes); web identity STS credentials use + # ``_get_default_ttl_for_boto3_credentials`` (~59 minutes), keyed on all aws_* credential args + # plus ssl_verify. AssumeRole, profiles, and explicit session-token tuples are not cached — see + # ``get_credentials`` and ``_get_or_set_cached_credentials``. _shared_iam_cache: ClassVar[DualCache] = DualCache() def __init__(self) -> None: @@ -136,11 +138,12 @@ class BaseAWSLLM: which ``InMemoryCache.set_cache`` resolves to ``default_ttl`` (600 seconds / 10 minutes by default). - Used only for static access-key credentials and ambient credentials from + Used for static access-key credentials, ambient credentials from ``_auth_with_env_vars`` (including when skipping AssumeRole because the runtime identity - already matches ``aws_role_name``). + already matches ``aws_role_name``), and web identity STS credentials (plain + non-refreshable ``Credentials`` cached ~59 min, inside the 3600s STS session). - AssumeRole, web identity exchange, profiles, and explicit session-token tuples are not + AssumeRole, profiles, and explicit session-token tuples are not cached here — shared ``Credentials`` / refresh state must not span logical sessions. """ cache_key = self.get_cache_key(credential_args) @@ -266,23 +269,26 @@ class BaseAWSLLM: # Credentials - boto3.Credentials # cache ttl - Optional[int]. If None, the credentials are not cached. Some auth flows have no expiry time. # - # iam_cache: static keys and ambient env only (including skip-AssumeRole path). - # Do not cache AssumeRole / web identity / profile / explicit session-token paths here. + # iam_cache: static keys, ambient env (including skip-AssumeRole path), and web identity. + # Do not cache AssumeRole / profile / explicit session-token paths here. ######################################################### if self._is_auth_with_web_identity_token( aws_web_identity_token, aws_role_name, aws_session_name, ): - credentials, _cache_ttl = self._auth_with_web_identity_token( - aws_web_identity_token=cast(str, aws_web_identity_token), - aws_role_name=cast(str, aws_role_name), - aws_session_name=cast(str, aws_session_name), - aws_region_name=aws_region_name, - aws_sts_endpoint=aws_sts_endpoint, - aws_external_id=aws_external_id, + return self._get_or_set_cached_credentials( + args, + lambda: self._auth_with_web_identity_token( + aws_web_identity_token=cast(str, aws_web_identity_token), + aws_role_name=cast(str, aws_role_name), + aws_session_name=cast(str, aws_session_name), + aws_region_name=aws_region_name, + aws_sts_endpoint=aws_sts_endpoint, + aws_external_id=aws_external_id, + ssl_verify=ssl_verify, + ), ) - return credentials elif self._is_auth_with_aws_role(aws_role_name): # Same role (IRSA/ECS/EC2): ambient creds via _get_or_set_cached_credentials like the # default env branch; never pre-read cache (must run _is_already_running_as_role first). diff --git a/litellm/llms/bedrock/messages/mantle_transformation.py b/litellm/llms/bedrock/messages/mantle_transformation.py index da7b8697a6b..65a2ab3b9a7 100644 --- a/litellm/llms/bedrock/messages/mantle_transformation.py +++ b/litellm/llms/bedrock/messages/mantle_transformation.py @@ -17,6 +17,10 @@ from litellm.llms.bedrock.common_utils import build_mantle_messages_url from litellm.llms.bedrock.messages.invoke_transformations.anthropic_claude3_transformation import ( AmazonAnthropicClaudeMessagesConfig, ) +from litellm.types.llms.anthropic_messages.anthropic_response import ( + AnthropicMessagesResponse, + AnthropicUsage, +) from litellm.types.router import GenericLiteLLMParams if TYPE_CHECKING: @@ -103,6 +107,25 @@ class AmazonMantleMessagesConfig(AmazonAnthropicClaudeMessagesConfig): ) return {**request, "model": model_id, **stream_fields} + def transform_anthropic_messages_response( + self, + model: str, + raw_response: httpx.Response, + logging_obj: LiteLLMLoggingObj, + ) -> AnthropicMessagesResponse: + response = super().transform_anthropic_messages_response( + model=model, + raw_response=raw_response, + logging_obj=logging_obj, + ) + existing_usage: AnthropicUsage = response.get("usage") or AnthropicUsage() + normalized_usage: AnthropicUsage = { + "input_tokens": 0, + "output_tokens": 0, + **existing_usage, + } + return {**response, "usage": normalized_usage} + def get_async_streaming_response_iterator( self, model: str, diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index d43eda39b1f..2cef600ea32 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -2887,7 +2887,7 @@ "input_cost_per_token": 5e-06, "output_cost_per_token": 2.5e-05, "litellm_provider": "azure_ai", - "max_input_tokens": 200000, + "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, "mode": "chat", @@ -2916,7 +2916,7 @@ "input_cost_per_token": 5e-06, "output_cost_per_token": 2.5e-05, "litellm_provider": "azure_ai", - "max_input_tokens": 200000, + "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, "mode": "chat", @@ -3010,7 +3010,7 @@ "input_cost_per_token": 5e-06, "output_cost_per_token": 2.5e-05, "litellm_provider": "azure_ai", - "max_input_tokens": 200000, + "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, "mode": "chat", @@ -45890,6 +45890,7 @@ "supports_native_streaming": true, "supports_parallel_function_calling": true, "supports_prompt_caching": true, + "supports_reasoning": true, "supports_response_schema": true, "supports_system_messages": true, "supports_tool_choice": true, @@ -45915,6 +45916,7 @@ "supports_native_streaming": true, "supports_parallel_function_calling": true, "supports_prompt_caching": true, + "supports_reasoning": true, "supports_response_schema": true, "supports_system_messages": true, "supports_tool_choice": true, @@ -45940,6 +45942,7 @@ "supports_native_streaming": true, "supports_parallel_function_calling": true, "supports_prompt_caching": true, + "supports_reasoning": true, "supports_response_schema": true, "supports_system_messages": true, "supports_tool_choice": true, @@ -45999,6 +46002,7 @@ "supports_native_streaming": true, "supports_parallel_function_calling": true, "supports_prompt_caching": true, + "supports_reasoning": true, "supports_response_schema": true, "supports_system_messages": true, "supports_tool_choice": true, diff --git a/litellm/proxy/_experimental/mcp_server/auth/litellm_auth_handler.py b/litellm/proxy/_experimental/mcp_server/auth/litellm_auth_handler.py index f7bc14575c7..7122c64ec64 100644 --- a/litellm/proxy/_experimental/mcp_server/auth/litellm_auth_handler.py +++ b/litellm/proxy/_experimental/mcp_server/auth/litellm_auth_handler.py @@ -1,12 +1,9 @@ -from typing import TYPE_CHECKING, Dict, List, Optional +from typing import Dict, List, Optional from mcp.server.auth.middleware.bearer_auth import AuthenticatedUser from litellm.proxy._types import UserAPIKeyAuth -if TYPE_CHECKING: - from opentelemetry.trace import SpanContext - class MCPAuthenticatedUser(AuthenticatedUser): """ @@ -19,8 +16,6 @@ class MCPAuthenticatedUser(AuthenticatedUser): 4. Server-specific authentication headers 5. OAuth2 headers 6. Raw headers - allows forwarding specific headers to the MCP server, specified by the admin. - 7. Transport span context - the tracing span of the HTTP request carrying the current - message, which a stateful session's message handler cannot read from its own task. """ def __init__( @@ -33,7 +28,6 @@ class MCPAuthenticatedUser(AuthenticatedUser): mcp_protocol_version: Optional[str] = None, raw_headers: Optional[Dict[str, str]] = None, client_ip: Optional[str] = None, - transport_span_context: Optional["SpanContext"] = None, ): self.user_api_key_auth = user_api_key_auth self.mcp_auth_header = mcp_auth_header @@ -43,4 +37,3 @@ class MCPAuthenticatedUser(AuthenticatedUser): self.oauth2_headers = oauth2_headers self.raw_headers = raw_headers self.client_ip = client_ip - self.transport_span_context = transport_span_context diff --git a/litellm/proxy/_experimental/mcp_server/db.py b/litellm/proxy/_experimental/mcp_server/db.py index 9fe970f7fa9..aeba74ca3ad 100644 --- a/litellm/proxy/_experimental/mcp_server/db.py +++ b/litellm/proxy/_experimental/mcp_server/db.py @@ -9,10 +9,7 @@ from litellm._logging import verbose_proxy_logger from litellm._uuid import uuid from litellm.constants import MCP_PER_USER_TOKEN_EXPIRY_BUFFER_SECONDS from litellm.llms.custom_httpx.http_handler import get_async_httpx_client -from litellm.proxy._experimental.mcp_server.auth.token_endpoint_auth import ( - build_token_endpoint_client_auth, - normalize_token_endpoint_auth_method, -) +from litellm.proxy._experimental.mcp_server.oauth_utils import build_upstream_oauth2_token_request from litellm.proxy._types import ( LiteLLM_MCPServerTable, LiteLLM_ObjectPermissionTable, @@ -1248,11 +1245,12 @@ def _decrypted_credential_field(creds: Dict[str, object], field: str) -> object: def mcp_oauth_token_identity(server: object) -> tuple[object, ...]: """The upstream-OAuth-token-determining fields of an MCP server: the resource/audience (url, or - spec_path for OpenAPI servers), the OAuth mode/grant (auth_type, oauth2_flow), the - authorization-server endpoints, and the OAuth client + scopes. Mirrors the dashboard's - getOAuthAuthorizationIdentity. When any of these change on a server update, previously stored - per-user tokens were minted for the old identity and are stale. Excludes transport and - delegate_auth_to_upstream, which do not affect what token is minted (RFC 8707/8693). + spec_path for OpenAPI servers, plus the RFC 8707 upstream_resource sent on the authorize and + token legs), the OAuth mode/grant (auth_type, oauth2_flow), the authorization-server endpoints, + and the OAuth client + scopes. Mirrors the dashboard's getOAuthAuthorizationIdentity. When any + of these change on a server update, previously stored per-user tokens were minted for the old + identity and are stale. Excludes transport and delegate_auth_to_upstream, which do not affect + what token is minted (RFC 8693). client_id/client_secret are compared decrypted: stored values are NaCl-encrypted with a fresh nonce on every write, so comparing ciphertext would flag every routine save as an identity @@ -1278,6 +1276,7 @@ def mcp_oauth_token_identity(server: object) -> tuple[object, ...]: _decrypted_credential_field(creds_dict, "client_id"), _decrypted_credential_field(creds_dict, "client_secret"), creds_dict.get("scopes"), + creds_dict.get("upstream_resource"), ) @@ -1367,20 +1366,21 @@ async def refresh_user_oauth_token( return None try: - client_auth = build_token_endpoint_client_auth( - auth_method=normalize_token_endpoint_auth_method(getattr(server, "token_endpoint_auth_method", None)), + token_request = build_upstream_oauth2_token_request( + server, + auth_method=getattr(server, "token_endpoint_auth_method", None), client_id=client_id, client_secret=client_secret, ) token_data: Dict[str, str] = { "grant_type": "refresh_token", "refresh_token": refresh_token, - **client_auth.body, + **token_request.body, } async_client = get_async_httpx_client(llm_provider=httpxSpecialProvider.Oauth2Check) response = await async_client.post( token_url, - headers={"Accept": "application/json", **client_auth.headers}, + headers={"Accept": "application/json", **token_request.headers}, data=token_data, ) response.raise_for_status() diff --git a/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py b/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py index 26241119dd8..caa5c65894c 100644 --- a/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py +++ b/litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py @@ -21,7 +21,6 @@ from litellm.llms.custom_httpx.http_handler import ( ) from litellm.proxy._experimental.mcp_server.auth.token_endpoint_auth import ( TokenEndpointAuthConfigError, - build_token_endpoint_client_auth, normalize_token_endpoint_auth_method, ) from litellm.types.mcp_server.mcp_server_manager import MCPTokenEndpointAuthMethod @@ -54,7 +53,9 @@ from litellm.proxy._experimental.mcp_server.gateway_dcr_flow import ( ) from litellm.proxy._experimental.mcp_server.oauth_utils import ( TOKEN_NO_CACHE_HEADERS, + build_upstream_oauth2_token_request, get_request_base_url, + resolve_upstream_resource, validate_trusted_redirect_uri, well_known_root_suffix, ) @@ -726,6 +727,7 @@ def _redirect_to_upstream_authorize( to the upstream authorize endpoint verbatim, no relay state cookie is set, and the upstream enforces its own registered redirect binding for the client.""" scope_value = scope or (" ".join(mcp_server.scopes) if mcp_server.scopes else None) + upstream_resource = resolve_upstream_resource(mcp_server) passthrough_params = { "client_id": client_id, "redirect_uri": redirect_uri, @@ -734,6 +736,7 @@ def _redirect_to_upstream_authorize( "code_challenge": code_challenge, "code_challenge_method": code_challenge_method, **({"scope": scope_value} if scope_value else {}), + **({"resource": upstream_resource} if upstream_resource else {}), } parsed_auth_url = urlparse(mcp_server.authorization_url or "") merged_params = {**dict(parse_qsl(parsed_auth_url.query)), **passthrough_params} @@ -842,6 +845,10 @@ async def authorize_with_server( if code_challenge_method: params["code_challenge_method"] = code_challenge_method + upstream_resource = resolve_upstream_resource(mcp_server) + if upstream_resource: + params["resource"] = upstream_resource + parsed_auth_url = urlparse(mcp_server.authorization_url) existing_params = dict(parse_qsl(parsed_auth_url.query)) existing_params.update(params) @@ -902,7 +909,8 @@ async def exchange_token_with_server( else (client_token_endpoint_auth_method or mcp_server.token_endpoint_auth_method) ) try: - client_auth = build_token_endpoint_client_auth( + token_request = build_upstream_oauth2_token_request( + mcp_server, auth_method=resolved_auth_method, client_id=resolved_client_id, client_secret=resolved_client_secret, @@ -941,7 +949,7 @@ async def exchange_token_with_server( token_data: dict = { "grant_type": "refresh_token", "refresh_token": upstream_refresh_token, - **client_auth.body, + **token_request.body, } refresh_request_scope = scope or bridge_upstream_scope if refresh_request_scope: @@ -980,7 +988,7 @@ async def exchange_token_with_server( "grant_type": "authorization_code", "code": code, "redirect_uri": resolved_redirect_uri, - **client_auth.body, + **token_request.body, } if code_verifier: token_data["code_verifier"] = code_verifier @@ -991,11 +999,12 @@ async def exchange_token_with_server( if not isinstance(prepared, _BridgeMintReady): return _bridge_mint_error_response(prepared) bridge_mint_ready = prepared + async_client = get_async_httpx_client(llm_provider=httpxSpecialProvider.Oauth2Check) try: response = await async_client.post( mcp_server.token_url, - headers={"Accept": "application/json", **client_auth.headers}, + headers={"Accept": "application/json", **token_request.headers}, data=token_data, ) if response is not None: diff --git a/litellm/proxy/_experimental/mcp_server/faults/classify.py b/litellm/proxy/_experimental/mcp_server/faults/classify.py index 8b3a09f8d8d..d585df90caa 100644 --- a/litellm/proxy/_experimental/mcp_server/faults/classify.py +++ b/litellm/proxy/_experimental/mcp_server/faults/classify.py @@ -63,18 +63,21 @@ def _classify_oauth_error_code( ) -> UpstreamOAuthFault: """Blame assignment for a contract-conformant OAuth error code, shared by the token and DCR classifiers. Codes by which the upstream blames itself keep that blame; ``invalid_target`` is a - gateway capability gap (RFC 8707 resource indicators, LIT-4339) no matter whose credentials were - presented; credential-indicting codes follow the credential source; everything else, including - codes we do not recognize, is the caller's to act on. The upstream's HTTP status is deliberately - never consulted: status derives from this classification at render time, which is what keeps - status and code from contradicting each other.""" + gateway configuration gap (the RFC 8707 resource indicator this server sends, or fails to send) + no matter whose credentials were presented; credential-indicting codes follow the credential + source; everything else, including codes we do not recognize, is the caller's to act on. The + upstream's HTTP status is deliberately never consulted: status derives from this classification + at render time, which is what keeps status and code from contradicting each other.""" if code == "server_error" or code == "temporarily_unavailable": return UpstreamReportedFault(code=code) if code in GATEWAY_CAPABILITY_CODES: verbose_logger.warning( "MCP server %s: the upstream authorization server rejected the request with " - "invalid_target; it may require RFC 8707 resource indicators, which the gateway " - "does not send yet (tracked as LIT-4339)", + "invalid_target, meaning it did not accept the RFC 8707 resource indicator for this " + "request. Set upstream_resource on this server to the exact resource identifier the " + "authorization server expects (or to 'auto' to send the server's own canonical url); " + "if it is already set and the authorization server does not support resource " + "indicators, unset it and express the target audience through scopes instead", log_context, ) return GatewayRejected(code=code) diff --git a/litellm/proxy/_experimental/mcp_server/faults/render_oauth.py b/litellm/proxy/_experimental/mcp_server/faults/render_oauth.py index 89ce5011830..d7806bc8917 100644 --- a/litellm/proxy/_experimental/mcp_server/faults/render_oauth.py +++ b/litellm/proxy/_experimental/mcp_server/faults/render_oauth.py @@ -16,8 +16,10 @@ from litellm.proxy._experimental.mcp_server.oauth_utils import TOKEN_NO_CACHE_HE def _gateway_rejected_description(code: str) -> str: if code == "invalid_target": return ( - "the upstream authorization server rejected the request (invalid_target); " - "it may require RFC 8707 resource indicators, which the gateway does not send yet" + "the upstream authorization server rejected the request (invalid_target); it did not " + "accept this server's RFC 8707 resource indicator. Set upstream_resource on the MCP " + "server to the resource identifier the authorization server expects, or unset it if " + "that authorization server does not support resource indicators" ) return ( f"the upstream authorization server rejected the gateway's configured client credentials " diff --git a/litellm/proxy/_experimental/mcp_server/faults/types.py b/litellm/proxy/_experimental/mcp_server/faults/types.py index 128b5e3e6cf..635a66dcf68 100644 --- a/litellm/proxy/_experimental/mcp_server/faults/types.py +++ b/litellm/proxy/_experimental/mcp_server/faults/types.py @@ -25,9 +25,10 @@ gateway presented its own stored credentials, these are gateway-side faults the when the caller supplied the credentials, they are the caller's to fix.""" GATEWAY_CAPABILITY_CODES: frozenset[str] = frozenset({"invalid_target"}) -"""Codes that indict a gateway capability regardless of whose credentials were presented: -``invalid_target`` means the upstream wants RFC 8707 resource indicators, which the gateway does not -send yet (LIT-4339). Never the caller's fault.""" +"""Codes that indict gateway configuration regardless of whose credentials were presented: +``invalid_target`` means the upstream did not accept the RFC 8707 resource indicator the server +sent, or requires one it was not configured to send (``upstream_resource``). Never the caller's +fault.""" UPSTREAM_FAULT_CODES: frozenset[str] = frozenset({"server_error", "temporarily_unavailable"}) """Codes by which the upstream blames itself. Relaying them as caller faults would invert blame, so diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index becdd5491b2..2472048e511 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -71,6 +71,7 @@ from litellm.proxy._experimental.mcp_server.oauth2_token_cache import ( ) from litellm.proxy._experimental.mcp_server.oauth_utils import ( _redact_mcp_resource_url, + canonicalize_url_identity, ) from litellm.proxy._experimental.mcp_server.outbound_credentials import ( Error, @@ -124,7 +125,6 @@ from litellm.proxy._experimental.mcp_server.utils import ( normalize_server_name, parse_admin_env_vars, split_server_prefix_from_name, - strip_known_server_prefix, validate_mcp_server_name, ) from litellm.proxy._types import ( @@ -265,19 +265,11 @@ def _endpoints_yield_to_issuer( def _normalized_authorize_endpoint(url: str) -> str: - """Compare authorize endpoints on scheme, host, and path only. The default port is elided and - the host is lowercased so ``https://IDP.example.com:443/authorize/`` and - ``https://idp.example.com/authorize`` are the same identity; query and trailing slash are not.""" - parsed = urlparse(url) - scheme = parsed.scheme.lower() - host = (parsed.hostname or "").lower() - default_port = {"https": 443, "http": 80}.get(scheme) - try: - port = parsed.port - except ValueError: - port = None - authority = host if port is None or port == default_port else f"{host}:{port}" - return f"{scheme}://{authority}{parsed.path.rstrip('/')}" + """Compare authorize endpoints / issuers on scheme, host, and path only, through the shared URL + canonicalizer: the default port is elided and the host is lowercased so + ``https://IDP.example.com:443/authorize/`` and ``https://idp.example.com/authorize`` are the same + identity, while query, fragment and a trailing slash are dropped.""" + return canonicalize_url_identity(url) def _issuer_matches(claimed_issuer: object, configured_issuer: str) -> bool: @@ -1542,6 +1534,7 @@ class MCPServerManager: "subject_token_type", DEFAULT_SUBJECT_TOKEN_TYPE, ), + upstream_resource=server_config.get("upstream_resource", None), # ID-JAG fields id_jag_resource_token_endpoint=server_config.get("id_jag_resource_token_endpoint", None), id_jag_resource=server_config.get("id_jag_resource", None), @@ -2041,6 +2034,7 @@ class MCPServerManager: subject_token_type=mcp_server.subject_token_type or (credentials_dict.get("subject_token_type") if credentials_dict else None) or DEFAULT_SUBJECT_TOKEN_TYPE, + upstream_resource=(credentials_dict.get("upstream_resource") if credentials_dict else None), # ID-JAG fields — read from credentials JSON blob id_jag_resource_token_endpoint=( credentials_dict.get("id_jag_resource_token_endpoint") if credentials_dict else None @@ -2516,6 +2510,13 @@ class MCPServerManager: the given toolsets. Results are cached via ``user_api_key_cache`` (a Redis-backed ``DualCache`` in production) so that cache entries are shared across workers and cold-cache DB hits are minimised. + + A row names a tool on the server identified by ``server_id``, so the + stored name is the tool's own name and is used as written. It is never + reduced by the server's wire prefix: that prefix is added on the way out + and is not part of any tool's identity, so treating a leading segment as + one silently renames the tool when a native name happens to begin with + it (``greyhound_internal_events`` on a server prefixed ``greyhound``). """ from litellm.proxy._experimental.mcp_server.toolset_db import list_mcp_toolsets from litellm.proxy.proxy_server import prisma_client, user_api_key_cache @@ -2533,12 +2534,9 @@ class MCPServerManager: tool_permissions: dict[str, list[str]] = {} for toolset in toolsets: for tool in toolset.tools: - raw_name = tool["tool_name"] - server = self.get_mcp_server_by_id(tool["server_id"]) - unprefixed = strip_known_server_prefix(raw_name, server) - tool_permissions.setdefault(tool["server_id"], []) - if unprefixed not in tool_permissions[tool["server_id"]]: - tool_permissions[tool["server_id"]].append(unprefixed) + allowed_names = tool_permissions.setdefault(tool["server_id"], []) + if tool["tool_name"] not in allowed_names: + allowed_names.append(tool["tool_name"]) await user_api_key_cache.async_set_cache( key=cache_key, value=tool_permissions, diff --git a/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py b/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py index a6acaf8e1d6..b2b3f70d200 100644 --- a/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py +++ b/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py @@ -6,6 +6,7 @@ with ``client_id``, ``client_secret``, and ``token_url``. """ import asyncio +import hashlib from typing import TYPE_CHECKING, Dict, Optional, Tuple, Union import httpx @@ -26,8 +27,9 @@ from litellm.proxy.common_utils.encrypt_decrypt_utils import ( decrypt_value_helper, encrypt_value_helper, ) -from litellm.proxy._experimental.mcp_server.auth.token_endpoint_auth import ( - build_token_endpoint_client_auth, +from litellm.proxy._experimental.mcp_server.oauth_utils import ( + build_upstream_oauth2_token_request, + resolve_upstream_resource, ) from litellm.types.llms.custom_http import httpxSpecialProvider @@ -37,10 +39,18 @@ if TYPE_CHECKING: class MCPOAuth2TokenCache(InMemoryCache): """ - In-memory cache for OAuth2 client_credentials tokens, keyed by server_id. + In-memory cache for OAuth2 client_credentials tokens, keyed by the identity of the token + request rather than by server_id alone. + + A minted token is only reusable for the exact request that produced it. Keying on server_id + alone served a token minted under the previous configuration whenever any of those inputs + changed, so editing scopes, rotating the client secret, or setting ``upstream_resource`` + silently kept handing out a token carrying the old scopes or audience until it expired. The + identity below covers every input ``_fetch_token`` puts on the wire, so a change to any of + them misses the cache and mints afresh. Inherits from ``InMemoryCache`` for TTL-based storage and eviction. - Adds per-server ``asyncio.Lock`` to prevent duplicate concurrent fetches. + Adds a per-identity ``asyncio.Lock`` to prevent duplicate concurrent fetches. """ def __init__(self) -> None: @@ -50,8 +60,25 @@ class MCPOAuth2TokenCache(InMemoryCache): ) self._locks: Dict[str, asyncio.Lock] = {} - def _get_lock(self, server_id: str) -> asyncio.Lock: - return self._locks.setdefault(server_id, asyncio.Lock()) + @staticmethod + def _token_identity(server: "MCPServer") -> str: + """Cache key for the token this server's config would mint, prefixed by server_id so a + single server's entries stay greppable and invalidatable. The secret is hashed with the + rest of the identity rather than stored in a key.""" + material = "\x00".join( + ( + server.token_url or "", + server.client_id or "", + server.client_secret or "", + " ".join(server.scopes or ()), + resolve_upstream_resource(server) or "", + server.token_endpoint_auth_method or "", + ) + ) + return f"{server.server_id}:{hashlib.sha256(material.encode()).hexdigest()}" + + def _get_lock(self, identity: str) -> asyncio.Lock: + return self._locks.setdefault(identity, asyncio.Lock()) @staticmethod def _has_client_credentials_config(server: "MCPServer") -> bool: @@ -67,21 +94,21 @@ class MCPOAuth2TokenCache(InMemoryCache): if not self._has_client_credentials_config(server): return None - server_id = server.server_id + identity = self._token_identity(server) # Fast path — cached token is still valid - cached = self.get_cache(server_id) + cached = self.get_cache(identity) if cached is not None: return cached - # Slow path — acquire per-server lock then double-check - async with self._get_lock(server_id): - cached = self.get_cache(server_id) + # Slow path — acquire per-identity lock then double-check + async with self._get_lock(identity): + cached = self.get_cache(identity) if cached is not None: return cached token, ttl = await self._fetch_token(server) - self.set_cache(server_id, token, ttl=ttl) + self.set_cache(identity, token, ttl=ttl) return token async def _fetch_token(self, server: "MCPServer") -> Tuple[str, int]: @@ -100,14 +127,15 @@ class MCPOAuth2TokenCache(InMemoryCache): f"token_url={bool(server.token_url)}" ) - client_auth = build_token_endpoint_client_auth( + token_request = build_upstream_oauth2_token_request( + server, auth_method=server.token_endpoint_auth_method, client_id=server.client_id, client_secret=server.client_secret, ) data: Dict[str, str] = { "grant_type": "client_credentials", - **client_auth.body, + **token_request.body, } if server.scopes: data["scope"] = " ".join(server.scopes) @@ -117,7 +145,7 @@ class MCPOAuth2TokenCache(InMemoryCache): server.server_id, ) - post_kwargs = {"data": data, **({"headers": client_auth.headers} if client_auth.headers else {})} + post_kwargs = {"data": data, **({"headers": token_request.headers} if token_request.headers else {})} try: response = await client.post(server.token_url, **post_kwargs) response.raise_for_status() @@ -159,8 +187,14 @@ class MCPOAuth2TokenCache(InMemoryCache): return access_token, ttl def invalidate(self, server_id: str) -> None: - """Remove a cached token (e.g. after a 401).""" - self.delete_cache(server_id) + """Remove every cached token for a server (e.g. after a 401). + + Entries are keyed by token identity, so one server can hold more than one entry across a + config change; a 401 invalidates all of them rather than only the current configuration's. + """ + prefix = f"{server_id}:" + for key in [k for k in self.cache_dict if isinstance(k, str) and k.startswith(prefix)]: + self.delete_cache(key) mcp_oauth2_token_cache = MCPOAuth2TokenCache() diff --git a/litellm/proxy/_experimental/mcp_server/oauth_utils.py b/litellm/proxy/_experimental/mcp_server/oauth_utils.py index 9b7760a30d7..5daec9f97be 100644 --- a/litellm/proxy/_experimental/mcp_server/oauth_utils.py +++ b/litellm/proxy/_experimental/mcp_server/oauth_utils.py @@ -3,14 +3,22 @@ import os from ipaddress import ip_address -from typing import Any, Dict, List, NoReturn, Optional +from typing import TYPE_CHECKING, Any, Dict, List, NoReturn, Optional from urllib.parse import ParseResult, urlparse, urlsplit, urlunparse, urlunsplit from fastapi import HTTPException, Request from litellm._logging import verbose_logger +from litellm.proxy._experimental.mcp_server.auth.token_endpoint_auth import ( + TokenEndpointClientAuth, + build_token_endpoint_client_auth, + normalize_token_endpoint_auth_method, +) from litellm.proxy.auth.ip_address_utils import IPAddressUtils +if TYPE_CHECKING: + from litellm.types.mcp_server.mcp_server_manager import MCPServer + # RFC 6749 §5.1 / OAuth 2.1 draft-15 §4.1.3: token-endpoint responses # must not be cached — both success and error bodies may reveal secrets. TOKEN_NO_CACHE_HEADERS = {"Cache-Control": "no-store", "Pragma": "no-cache"} @@ -21,6 +29,10 @@ TOKEN_NO_CACHE_HEADERS = {"Cache-Control": "no-store", "Pragma": "no-cache"} # explicit port, which would otherwise break a literal netloc compare). _DEFAULT_PORTS = {"http": 80, "https": 443} +# Sentinel ``upstream_resource`` value meaning "derive the RFC 8707 resource identifier from the +# server's own url". RFC 8707 requires an absolute URI, so this can never be a real resource value. +UPSTREAM_RESOURCE_AUTO = "auto" + # Env var for ops to allowlist additional redirect_uri origins beyond # same-origin + loopback — needed for first-party OAuth clients hosted # on sister domains (e.g. a web app on app.example.com registering as @@ -574,3 +586,112 @@ def validate_trusted_redirect_uri(request: Request, redirect_uri: str) -> None: if _trusted_redirect_uri_is_allowed(parsed, redirect_netloc, proxy_base): return _raise_trusted_redirect_uri_rejected(request, redirect_uri, parsed, redirect_netloc, proxy_base) + + +def canonicalize_url_identity(url: str) -> str: + """Normalize a URL to a comparable identity: lowercase scheme and host, drop the scheme's default + port, and strip userinfo, params, query, fragment and a trailing slash while keeping IPv6 + brackets. The one URL-canonicalization primitive shared by the RFC 8707 resource emitter and the + RFC 8414 issuer/authorize-endpoint comparison, so the default-port and IPv6 rules cannot be + present in one and missing in the other. The netloc (not ``parsed.hostname``) carries the + authority so ``[::1]:8080`` survives with its brackets intact.""" + parsed = urlparse(url) + scheme = parsed.scheme.lower() + netloc = _strip_default_port(scheme, parsed.netloc.rpartition("@")[2]) + return urlunparse((scheme, netloc, parsed.path.rstrip("/"), "", "", "")) + + +def _canonical_resource_uri(url: str) -> str | None: + """Canonicalize an upstream MCP server URL into an RFC 8707 resource identifier. + + Keeps only the scheme, host, port and path, which is the shape the MCP authorization spec's + "Canonical Server URI" section describes and every one of its examples takes; the reference + implementation is ``mcp.shared.auth_utils.resource_url_from_server_url``, and this is the stricter + variant. The scheme and host are lowercased, the scheme's default port is dropped so + ``https://host:443/mcp`` and ``https://host/mcp`` never present as two resources, and a trailing + slash is dropped so ``https://host/mcp/`` and ``https://host/mcp`` do not either. + + Userinfo, query and fragment are dropped rather than carried. A transport URL routinely holds + credentials in exactly those components (``user:password@``, ``?api_key=``), while a resource + indicator names the resource and nothing else; this value is published somewhere the transport + URL never goes, into the authorization redirect the browser follows and into token request + bodies, so carrying them would disclose them to the authorization server, its logs, and browser + history. RFC 8707 forbids a fragment outright and says a resource SHOULD NOT carry a query. An + upstream whose identifier genuinely needs more than this is served by setting + ``upstream_resource`` explicitly, which is passed through untouched. + + Returns ``None`` when the URL is not absolute, which cannot yield a valid resource identifier. + """ + parsed = urlparse(url) + if not parsed.scheme or not parsed.netloc: + return None + return canonicalize_url_identity(url) + + +def resolve_upstream_resource(mcp_server: "MCPServer") -> str | None: + """Resolve the RFC 8707 ``resource`` value this server's upstream OAuth legs must carry. + + The MCP authorization spec requires an MCP client to send ``resource`` on both the + authorization request and every token request, naming the canonical URI of the MCP server the + token is for. Authorization server temperaments are irreconcilable and undetectable, so this + stays an explicit per-server opt-in: most SaaS providers ignore the parameter, some hard-reject + it and express audience through scopes instead, and strict or MCP-native ones refuse to mint a + correctly scoped token without it (``invalid_target``). + + ``None`` or blank omits the parameter, which is the default and preserves the behavior of every + server working today. ``"auto"`` derives the canonical URI from the server's own URL; it is not + an absolute URI, so RFC 8707 guarantees it can never collide with a real resource value. Any + other value is sent verbatim, because the identifier has to match what the authorization server + expects exactly and normalizing it could break that match. + + Every upstream leg for a server resolves through this one function, so the authorize request + and the token requests cannot disagree; a token request naming a resource the authorization + request never asked for is itself an ``invalid_target`` under RFC 8707. + """ + configured = (mcp_server.upstream_resource or "").strip() + if not configured: + return None + if configured.lower() != UPSTREAM_RESOURCE_AUTO: + return configured + if not mcp_server.url: + verbose_logger.warning( + "MCP server %s sets upstream_resource=auto but has no url to derive a resource " + "identifier from; omitting the RFC 8707 resource parameter. Set upstream_resource to " + "the exact resource identifier the authorization server expects instead.", + mcp_server.server_id, + ) + return None + canonical = _canonical_resource_uri(mcp_server.url) + if canonical is None: + verbose_logger.warning( + "MCP server %s sets upstream_resource=auto but its url is not an absolute URI, so no " + "RFC 8707 resource identifier could be derived; omitting the resource parameter", + mcp_server.server_id, + ) + return canonical + + +def build_upstream_oauth2_token_request( + mcp_server: "MCPServer", + *, + auth_method: object, + client_id: str | None, + client_secret: str | None, +) -> TokenEndpointClientAuth: + """Client auth plus the RFC 8707 ``resource`` for one upstream plain-OAuth2 token request. + + Resolving both in one call is what stops a leg authenticating without naming the resource its + sibling legs named; the RFC 8693 legs (OBO, id_jag) carry ``audience`` and stay on + ``build_token_endpoint_client_auth``. The client-auth inputs are passed in because a leg may + authenticate as the caller's own client rather than the server's; ``resource`` always comes from + the server, so no leg can choose or forget it. + """ + client_auth = build_token_endpoint_client_auth( + auth_method=normalize_token_endpoint_auth_method(auth_method), + client_id=client_id, + client_secret=client_secret, + ) + resource = resolve_upstream_resource(mcp_server) + if not resource: + return client_auth + return TokenEndpointClientAuth(headers=client_auth.headers, body={**client_auth.body, "resource": resource}) diff --git a/litellm/proxy/_experimental/mcp_server/outbound_credentials/adapter.py b/litellm/proxy/_experimental/mcp_server/outbound_credentials/adapter.py index 9a4788e7d1a..07b2ac70a4f 100644 --- a/litellm/proxy/_experimental/mcp_server/outbound_credentials/adapter.py +++ b/litellm/proxy/_experimental/mcp_server/outbound_credentials/adapter.py @@ -21,6 +21,7 @@ from typing_extensions import assert_never from litellm.proxy._experimental.mcp_server.outbound_credentials.credential_provenance import ( classify_inbound_provenance, ) +from litellm.proxy._experimental.mcp_server.oauth_utils import resolve_upstream_resource from litellm.proxy._experimental.mcp_server.outbound_credentials.types import ( ApiKeyConfig, AuthorizationCodeConfig, @@ -151,6 +152,7 @@ def _client_credentials_spec(server: MCPServer, resource: str) -> ServerSpec: token_url=server.token_url, scopes=tuple(server.scopes or ()), audience=server.audience, + upstream_resource=resolve_upstream_resource(server), token_endpoint_auth_method=server.token_endpoint_auth_method, ), ) diff --git a/litellm/proxy/_experimental/mcp_server/outbound_credentials/authz_code_refresher.py b/litellm/proxy/_experimental/mcp_server/outbound_credentials/authz_code_refresher.py index 977fe9c38aa..1d7fcf5afbc 100644 --- a/litellm/proxy/_experimental/mcp_server/outbound_credentials/authz_code_refresher.py +++ b/litellm/proxy/_experimental/mcp_server/outbound_credentials/authz_code_refresher.py @@ -17,8 +17,8 @@ from typing import TYPE_CHECKING, Protocol from litellm._logging import verbose_logger from litellm.proxy._experimental.mcp_server.auth.token_endpoint_auth import ( TokenEndpointAuthConfigError, - build_token_endpoint_client_auth, ) +from litellm.proxy._experimental.mcp_server.oauth_utils import build_upstream_oauth2_token_request from litellm.proxy._experimental.mcp_server.outbound_credentials.oauth_token_store import ( OAuthToken, ) @@ -92,7 +92,8 @@ class AuthorizationCodeRefresher: return None try: - client_auth = build_token_endpoint_client_auth( + token_request = build_upstream_oauth2_token_request( + server, auth_method=server.token_endpoint_auth_method, client_id=server.client_id, client_secret=server.client_secret, @@ -103,9 +104,9 @@ class AuthorizationCodeRefresher: form = { "grant_type": "refresh_token", "refresh_token": token.refresh_token, - **client_auth.body, + **token_request.body, } - body = await self._token_endpoint(server.token_url, form, client_auth.headers) + body = await self._token_endpoint(server.token_url, form, token_request.headers) if body is None: return None access_token = body.get("access_token") diff --git a/litellm/proxy/_experimental/mcp_server/outbound_credentials/client_credentials.py b/litellm/proxy/_experimental/mcp_server/outbound_credentials/client_credentials.py index 9be1121126a..225b7edb547 100644 --- a/litellm/proxy/_experimental/mcp_server/outbound_credentials/client_credentials.py +++ b/litellm/proxy/_experimental/mcp_server/outbound_credentials/client_credentials.py @@ -292,6 +292,7 @@ def _prepare_grant(config: ClientCredentialsConfig) -> Result[_PreparedGrant, Cr **client_auth.body, **({"scope": " ".join(config.scopes)} if config.scopes else {}), **({"audience": config.audience} if config.audience else {}), + **({"resource": config.upstream_resource} if config.upstream_resource else {}), } return Ok( _PreparedGrant( @@ -313,6 +314,7 @@ def _identity_key(config: ClientCredentialsConfig) -> str: config.token_endpoint_auth_method or "", " ".join(config.scopes), config.audience or "", + config.upstream_resource or "", ) ) return hashlib.sha256(material.encode("utf-8")).hexdigest() diff --git a/litellm/proxy/_experimental/mcp_server/outbound_credentials/types.py b/litellm/proxy/_experimental/mcp_server/outbound_credentials/types.py index 036cfed9a59..d337978cd6a 100644 --- a/litellm/proxy/_experimental/mcp_server/outbound_credentials/types.py +++ b/litellm/proxy/_experimental/mcp_server/outbound_credentials/types.py @@ -199,6 +199,7 @@ class ClientCredentialsConfig(BaseModel): token_url: str | None = None scopes: tuple[str, ...] = () audience: str | None = None + upstream_resource: str | None = None token_endpoint_auth_method: Literal["client_secret_post", "client_secret_basic"] | None = None diff --git a/litellm/proxy/_experimental/mcp_server/server.py b/litellm/proxy/_experimental/mcp_server/server.py index 0fad8696058..047c916b6e2 100644 --- a/litellm/proxy/_experimental/mcp_server/server.py +++ b/litellm/proxy/_experimental/mcp_server/server.py @@ -15,7 +15,6 @@ import types import uuid from datetime import datetime from typing import ( - TYPE_CHECKING, Any, AsyncIterator, Callable, @@ -107,9 +106,9 @@ _MAX_STATEFUL_SESSIONS_PER_OWNER = 100 # prevents an authenticated client from forcing the proxy to buffer an # arbitrarily large body just to make a routing decision. _MCP_ROUTING_PEEK_MAX_BYTES = 4096 - -if TYPE_CHECKING: - from opentelemetry.trace import SpanContext +# ASGI scope key holding the tracing span of the request carrying an MCP +# message, written on the request task and read back by the message handler. +_MCP_TRANSPORT_SPAN_SCOPE_KEY = "litellm_otel_transport_span" def _invalidate_byok_cred_cache(user_id: str, server_id: str) -> None: @@ -294,52 +293,78 @@ def _otel_reset_mcp_trace_carrier(token: object) -> None: return -def _otel_request_transport_span_context() -> Optional["SpanContext"]: - """The tracing span of the HTTP request being handled, as a portable value. +def _otel_publish_transport_span_on_scope(scope: Scope) -> None: + """Record this request's tracing span on its own ASGI scope. Resolved on the ASGI request task, where the proxy's server span is anchored, - and carried to the MCP message handler on the authenticated-user object. A - stateful streamable-HTTP session handles every message on the task spawned by - its ``initialize`` POST, so the handler's own task cannot see later requests' - spans; this is the same reason per-request auth is carried across rather than - read from a ContextVar. Lazily imported so opentelemetry stays an optional - dependency; returns ``None`` when otel_v2 is unavailable or no request span is + and read back by the MCP message handler through ``req_ctx.request`` — the + ``Request`` the transport attaches to each message. A stateful streamable-HTTP + session handles every message on the task spawned by its ``initialize`` POST, so + the handler's own task cannot see later requests' spans. + + The scope, not the shared session auth context: a JSON-RPC *response* POST + deliberately skips the per-session lock (it can arrive while the tool call that + awaits it is still in flight), so a field on that shared object would be + overwritten mid-call and the tool call would attribute itself to the response's + request. A scope belongs to exactly one request and dies with it, which also + keeps a finished span from being retained by an idle session. + + The live span, not just its context: a failed tool call stamps ``error.*`` on it, + which needs a span still open for writes. Lazily imported so opentelemetry stays + an optional dependency; a no-op when otel_v2 is unavailable or no request span is anchored.""" try: from litellm.integrations.otel.plumbing.context import ( - request_root_span_context, + request_root_span, ) - return request_root_span_context() + span = request_root_span() except ImportError: + return + if span is not None: + scope[_MCP_TRANSPORT_SPAN_SCOPE_KEY] = span + + +def _otel_transport_span_from_message(req_ctx: object) -> object: + """The tracing span of the HTTP request that carried this MCP message. + + Read off that request's ASGI scope, reached through the ``Request`` the + streamable-HTTP transport attaches to each message, so it is this message's + transport and not whichever request happens to have touched the session last. + Returns whatever the scope holds; the otel plumbing validates it.""" + request = getattr(req_ctx, "request", None) + scope = getattr(request, "scope", None) + if not isinstance(scope, Mapping): return None + return scope.get(_MCP_TRANSPORT_SPAN_SCOPE_KEY) -def _otel_set_mcp_transport_span_context(span_context: Optional["SpanContext"]) -> object: - """Publish the current message's transport span for the otel_v2 MCP span and - return a reset token, or ``None`` when otel_v2 is unavailable.""" - if span_context is None: +def _otel_set_mcp_transport_span(span: object) -> object: + """Publish the current message's transport span, which the otel_v2 MCP span + attaches to and a failed tool call stamps its error on. Returns a reset token, + or ``None`` when otel_v2 is unavailable.""" + if span is None: return None try: from litellm.integrations.otel.plumbing.context import ( - set_mcp_message_transport_span_context, + set_mcp_message_transport_span, ) - return set_mcp_message_transport_span_context(span_context) + return set_mcp_message_transport_span(span) except ImportError: return None -def _otel_reset_mcp_transport_span_context(token: object) -> None: - """Paired with ``_otel_set_mcp_transport_span_context``.""" +def _otel_reset_mcp_transport_span(token: object) -> None: + """Paired with ``_otel_set_mcp_transport_span``.""" if token is None: return try: from litellm.integrations.otel.plumbing.context import ( - reset_mcp_message_transport_span_context, + reset_mcp_message_transport_span, ) - reset_mcp_message_transport_span_context(token) + reset_mcp_message_transport_span(token) except ImportError: return @@ -710,18 +735,6 @@ if MCP_AVAILABLE: ############### MCP Server Routes ####################### ######################################################## - def _current_transport_span_context() -> Optional["SpanContext"]: - """The transport span of the HTTP request carrying the message being handled. - - Published by the ASGI request task onto the authenticated-user object, because - a stateful session's message handler runs on the task spawned by that session's - ``initialize`` POST and so cannot read later requests' spans from its own task. - """ - auth_user = auth_context_var.get() - if not isinstance(auth_user, MCPAuthenticatedUser): - auth_user = _recover_auth_from_session() - return auth_user.transport_span_context if auth_user is not None else None - @server.list_tools() async def handle_list_tools() -> "ListToolsResult | List[Tool]": """ @@ -742,7 +755,7 @@ if MCP_AVAILABLE: try: _trace_token = _otel_set_mcp_trace_carrier(_mcp_meta_trace_carrier(req_ctx)) - _transport_token = _otel_set_mcp_transport_span_context(_current_transport_span_context()) + _transport_token = _otel_set_mcp_transport_span(_otel_transport_span_from_message(req_ctx)) # Get user authentication from context variable ( user_api_key_auth, @@ -798,7 +811,7 @@ if MCP_AVAILABLE: # This prevents the HTTP stream from failing and allows the client to get a response return [] finally: - _otel_reset_mcp_transport_span_context(_transport_token) + _otel_reset_mcp_transport_span(_transport_token) _otel_reset_mcp_trace_carrier(_trace_token) if _session_reset_token is not None: active_mcp_session_var.reset(_session_reset_token) @@ -976,7 +989,7 @@ if MCP_AVAILABLE: try: _trace_token = _otel_set_mcp_trace_carrier(_mcp_meta_trace_carrier(req_ctx)) - _transport_token = _otel_set_mcp_transport_span_context(_current_transport_span_context()) + _transport_token = _otel_set_mcp_transport_span(_otel_transport_span_from_message(req_ctx)) # Validate arguments ( user_api_key_auth, @@ -1115,7 +1128,7 @@ if MCP_AVAILABLE: return response finally: - _otel_reset_mcp_transport_span_context(_transport_token) + _otel_reset_mcp_transport_span(_transport_token) _otel_reset_mcp_trace_carrier(_trace_token) if _session_reset_token is not None: active_mcp_session_var.reset(_session_reset_token) @@ -2717,7 +2730,7 @@ if MCP_AVAILABLE: ): raise HTTPException( status_code=403, - detail=f"User not allowed to call this tool. Allowed MCP servers: {allowed_mcp_servers}", + detail="User not allowed to call this tool.", ) standard_logging_mcp_tool_call: StandardLoggingMCPToolCall = _get_standard_logging_mcp_tool_call( @@ -4282,6 +4295,7 @@ if MCP_AVAILABLE: _increment_active_request_session(initialized_session_id) async def _dispatch() -> None: + _otel_publish_transport_span_on_scope(scope) auth_user = _set_or_update_auth_context( user_api_key_auth=user_api_key_auth, mcp_auth_header=mcp_auth_header, @@ -4293,7 +4307,6 @@ if MCP_AVAILABLE: session_id=session_id if use_stateful else None, touch_last_seen=(scope.get("method") or "").upper() != "DELETE", copy_existing_session_auth_context=is_initialize, - transport_span_context=_otel_request_transport_span_context(), ) local_send = send if use_stateful and is_initialize: @@ -4519,7 +4532,6 @@ if MCP_AVAILABLE: oauth2_headers: Optional[Dict[str, str]] = None, raw_headers: Optional[Dict[str, str]] = None, client_ip: Optional[str] = None, - transport_span_context: Optional["SpanContext"] = None, ) -> None: auth_user.user_api_key_auth = user_api_key_auth auth_user.mcp_auth_header = mcp_auth_header @@ -4528,7 +4540,6 @@ if MCP_AVAILABLE: auth_user.oauth2_headers = oauth2_headers auth_user.raw_headers = raw_headers auth_user.client_ip = client_ip - auth_user.transport_span_context = transport_span_context def set_auth_context( user_api_key_auth: Optional[UserAPIKeyAuth], @@ -4538,7 +4549,6 @@ if MCP_AVAILABLE: oauth2_headers: Optional[Dict[str, str]] = None, raw_headers: Optional[Dict[str, str]] = None, client_ip: Optional[str] = None, - transport_span_context: Optional["SpanContext"] = None, ) -> MCPAuthenticatedUser: """ Set the UserAPIKeyAuth in the auth context variable. @@ -4549,7 +4559,6 @@ if MCP_AVAILABLE: mcp_servers: Optional list of server names and access groups to filter by mcp_server_auth_headers: Optional dict of server-specific auth headers {server_alias: auth_value} client_ip: Client IP address for MCP access control - transport_span_context: Tracing span of the HTTP request carrying this message """ auth_user = MCPAuthenticatedUser( user_api_key_auth=user_api_key_auth, @@ -4559,7 +4568,6 @@ if MCP_AVAILABLE: oauth2_headers=oauth2_headers, raw_headers=raw_headers, client_ip=client_ip, - transport_span_context=transport_span_context, ) auth_context_var.set(auth_user) return auth_user @@ -4575,7 +4583,6 @@ if MCP_AVAILABLE: session_id: Optional[str] = None, touch_last_seen: bool = True, copy_existing_session_auth_context: bool = False, - transport_span_context: Optional["SpanContext"] = None, ) -> MCPAuthenticatedUser: auth_user = _stateful_session_auth_contexts.get(session_id) if session_id else None if auth_user is not None and session_id is not None: @@ -4590,7 +4597,6 @@ if MCP_AVAILABLE: oauth2_headers=oauth2_headers, raw_headers=raw_headers, client_ip=client_ip, - transport_span_context=transport_span_context, ) _update_auth_context( auth_user=auth_user, @@ -4601,7 +4607,6 @@ if MCP_AVAILABLE: oauth2_headers=oauth2_headers, raw_headers=raw_headers, client_ip=client_ip, - transport_span_context=transport_span_context, ) auth_context_var.set(auth_user) return auth_user @@ -4613,7 +4618,6 @@ if MCP_AVAILABLE: oauth2_headers=oauth2_headers, raw_headers=raw_headers, client_ip=client_ip, - transport_span_context=transport_span_context, ) def _wrap_send_with_stateful_session_auth_context( diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html index ceb6e41472c..96452afb6d3 100644 --- a/litellm/proxy/_experimental/out/404.html +++ b/litellm/proxy/_experimental/out/404.html @@ -1 +1 @@ -404: This page could not be found.LiteLLM Dashboard

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