litellm/tests/test_litellm/proxy
eugene-yao-zocdoc 5ccbedfb9e fix(guardrails): record MCP tool guardrail evaluations and blocks in usage monitor
MCP tool calls reached the guardrail hooks without the request's litellm_logging_obj,
so pre_call_tool_check and _create_during_hook_task handed the guardrail-recording
bridge a None logging object; the bridge no-oped and the Guardrails Monitor reported
Total Evaluations 0 for MCP traffic. Separately, a pre-call guardrail block raised
before any failure handler ran, so the failure spend-log row written by
post_call_failure_hook -> get_logging_payload persisted with guardrail_information
None and the block was never counted, leaving Total Blocked at 0

The fix threads the logging object that MCPServerManager.call_tool already receives
through pre_call_tool_check and _create_during_hook_task and seeds it (and its shared
metadata dict) onto the synthetic guardrail request, so the hooks serialize their
evaluation into the same record the monitor counts. It also fires the failure handlers
before post_call_failure_hook so a blocked call's guardrail_information is populated
before the spend-log row is written; running them there flips the failure dedup flags,
so the @client wrapper's own post-raise failure logging short-circuits and does not
double-count

The raw MCP call_tool handler needs no change of its own: call_mcp_tool is
@client-decorated, so the wrapper builds the litellm_logging_obj and threads it into
kwargs already. The Responses API MCP path builds its own logging object, so it now
passes that into MCPServerManager.call_tool to cover that entry point too
2026-07-27 16:35:21 -04:00
..
_experimental/mcp_server fix(guardrails): record MCP tool guardrail evaluations and blocks in usage monitor 2026-07-27 16:35:21 -04:00
a2a fix(a2a): reject malformed protocolVersion suffixes while keeping semver prereleases 2026-07-21 13:24:58 -07:00
agent_endpoints fix(a2a): reject malformed protocolVersion suffixes while keeping semver prereleases 2026-07-21 13:24:58 -07:00
anthropic_endpoints feat: litellm oss staging (#31935) 2026-07-03 09:27:31 +05:30
auth fix(auth): route JWT default-team into memberships instead of the create payload (#33082) 2026-07-25 11:37:11 -07:00
batches_endpoints refactor(proxy/batches): make managed-file resolution purely additive, fall back like base (#34584) 2026-07-24 18:42:48 -07:00
client fix(autoroute): discover models via /v1/models so an AI-API-only key works (#34259) 2026-07-22 20:50:14 -07:00
common_utils fix(proxy): global max_budget ignores budget_duration; enforce against the resettable proxy budget row (#33732) 2026-07-25 11:29:39 -07:00
config_resolvers feat(proxy): add SAML 2.0 SSO for the admin UI (#31429) 2026-07-24 12:51:28 -07:00
db feat(spend): track prompt compression saved tokens in daily spend aggregates (#33810) 2026-07-18 17:47:54 -07:00
discovery_endpoints chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
enterprise_billing feat(proxy): push-based OTLP billable-request metering for enterprise deployments (#31592) 2026-07-15 12:12:52 -07:00
experimental/mcp_server
google_endpoints chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
guardrails Merge pull request #34660 from BerriAI/litellm_lit4804_compresr_cache_control 2026-07-27 11:17:51 -07:00
health_endpoints fix(proxy): authorize /health/test_connection against loaded deployment's team_id (VERIA-441) (#31767) 2026-07-01 17:05:49 -07:00
hooks fix(proxy): hash caller-supplied key in key update audit log object_id (#34632) 2026-07-25 10:45:51 -07:00
image_endpoints fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through (#24232) 2026-06-09 22:10:23 +02:00
logging_endpoints feat(proxy): add POST /v1/callbacks/logs to replay logging payloads through callbacks (#31134) 2026-06-24 15:25:10 -07:00
management_endpoints fix(management): stop emitting a dead docs link in problem documents 2026-07-26 00:16:51 -07:00
management_helpers fix(proxy): restore atomic user upsert when adding team members (#34457) 2026-07-24 02:22:34 +00:00
memory Litellm memory improvements v2 (#26541) 2026-04-25 19:03:43 -07:00
middleware feat(proxy): push-based OTLP billable-request metering for enterprise deployments (#31592) 2026-07-15 12:12:52 -07:00
openai_files_endpoint fix(vertex/files): stream OpenAI->Vertex batch JSONL uploads (#31036) 2026-06-24 13:19:57 -07:00
pass_through_endpoints fix(passthrough): honor the zero fallback and aggregate-only TPM usage 2026-07-24 18:49:41 -07:00
policy_engine fix(policies): reject non-existent team/key/model scope entries on attachment create (#32131) 2026-07-04 11:58:29 -07:00
prompts style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_server test(proxy): pin both branches of the validation exception handler 2026-07-27 09:59:47 -07:00
public_endpoints fix(agents): allow optional securityScheme fields so /public/agent_hub does not 500 (#33897) 2026-07-20 18:13:09 -07:00
rag_endpoints fix(rag): track LLM completion usage and spend for /v1/rag/query (#32438) 2026-07-17 17:45:27 +00:00
realtime_endpoints chore: litellm oss 170626 (#30637) 2026-06-17 21:11:12 -07:00
response_api_endpoints Litellm websocket improvements (#29563) 2026-06-03 11:48:35 -07:00
shutdown feat(proxy): native /health/drain preStop hook for graceful shutdown (#29439) 2026-06-02 16:30:44 -07:00
spend_tracking fix(spend_tracking): populate cache_creation_input_tokens for Responses API logs 2026-07-23 19:07:09 -07:00
test_configs
types_utils fix(proxy): resolve router_settings.plugins dotted paths and load plugins from installed packages (#33644) 2026-07-17 11:23:18 -07:00
ui_crud_endpoints feat(proxy): add SAML 2.0 SSO for the admin UI (#31429) 2026-07-24 12:51:28 -07:00
utils fix(proxy): merge model-level guardrails before pre_call_hook (#29654) 2026-07-25 10:16:59 -07:00
vector_store_endpoints test(vector_store): update credential resolution assertion for team_id kwarg 2026-07-18 18:41:12 +00:00
video_endpoints test(videos): add 1:1 test file scaffold for videos component paths (#30631) 2026-06-29 09:12:51 +05:30
__init__.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
conftest.py fix(proxy): recover Prisma DB reconnect loop when client is disconnected 2026-07-07 09:50:27 +03:00
test_aiohttp_cleanup_closed.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_aiohttp_session_recovery.py fix: use AsyncMock for concurrent test consistency 2026-03-18 00:54:23 +00:00
test_api_key_masking_in_errors.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_audio_speech_prometheus_hooks.py fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through (#24232) 2026-06-09 22:10:23 +02:00
test_batch_expiry.py fix(proxy): strip LiteLLM policy tracking from OpenAI batch metadata (#28425) 2026-05-26 11:35:42 -07:00
test_batch_metadata_none_fix.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_batch_retrieve_bedrock.py fix(proxy/batches): forward model to retrieve_batch for bedrock 2026-04-29 22:48:03 +02:00
test_batch_x_litellm_model_encoding.py test(batches): move orphan tests into tests/test_litellm for CI coverage (#30510) 2026-06-16 10:20:59 -07:00
test_blocked_response_usage.py feat: litellm oss staging (#31935) 2026-07-03 09:27:31 +05:30
test_budget_reservation.py fix(proxy): reject failed atomic budget reservations under fail_closed_budget_enforcement (#34429) 2026-07-23 23:57:37 +00:00
test_caching_routes.py Litellm oss staging 040626 (#29671) 2026-06-04 11:07:20 -07:00
test_chat_completion_metadata.py
test_common_request_processing.py feat(complexity-router): add return_raw_model_name toggle for response model field (#33875) 2026-07-18 19:24:56 -07:00
test_component_allowlists.py fix(gateway): keep the Prometheus /metrics Mount in the gateway route trim (#32317) 2026-07-07 18:36:38 +03:00
test_cors_config.py refactor: extract _get_cors_config() for testability, fix no-op CORS tests 2026-04-11 22:24:04 +05:30
test_custom_proxy.py
test_dynamic_mcp_route.py Litellm oss staging 040626 (#29671) 2026-06-04 11:07:20 -07:00
test_empty_model_list.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_enforce_user_param.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_fallback_management_endpoints.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_fastapi_offline_routes.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_filter_models_by_team_access_group.py fix: resolve access group names in _filter_models_by_team_id (#25224) 2026-05-01 11:55:36 +05:30
test_health_check_functions.py feat(proxy): skip disable_background_health_check models on GET /health when flag set (#27716) 2026-05-13 09:49:05 -07:00
test_health_check_max_tokens.py fix: skip health check for semantic auto_router deployments (#31668) 2026-06-29 19:47:20 -07:00
test_langfuse_passthrough_security.py chore(callbacks): guard dynamic integration hosts 2026-04-30 14:27:19 -07:00
test_lazy_openapi_snapshot.py [Fix] Tests: Move Misplaced Import in Lazy OpenAPI Snapshot Test 2026-05-01 14:24:53 -07:00
test_litellm_pre_call_utils.py feat(proxy): add overwrite_user_with_key_hash to stamp outgoing user param with key hash (#34417) 2026-07-23 16:38:01 -07:00
test_max_budget_env_var.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_mcp_asgi_response.py fix(mcp): surface upstream 401 for token-forwarding MCP servers (#27847) 2026-05-13 12:03:36 -07:00
test_model_based_routing_files_batches.py test(batches): move orphan tests into tests/test_litellm for CI coverage (#30510) 2026-06-16 10:20:59 -07:00
test_model_dump_with_preserved_fields.py Fix_mapped tests part 2 2026-02-26 12:43:39 +05:30
test_model_id_header_propagation.py feat(proxy): add x-litellm-model-name response header with deployment model string (#33698) 2026-07-17 20:29:42 -07:00
test_model_info_default_limits.py fix(proxy): align /v1/model/info with router deployments (#30025) 2026-06-10 19:38:21 -07:00
test_model_level_guardrails.py fix(proxy): merge model-level guardrails before pre_call_hook (#29654) 2026-07-25 10:16:59 -07:00
test_model_list_healthy_only.py feat: litellm oss 110626 (#30202) 2026-06-11 22:30:26 -07:00
test_modify_response_streaming_passthrough.py fix(proxy): use e.request_data for logging_obj in ModifyResponseException streaming passthrough (#30800) 2026-06-18 23:29:08 -07:00
test_openapi_schema_validation.py fix(proxy): preserve HTTP operations when injecting WebSocket stubs into OpenAPI schema 2026-05-06 00:28:42 +02:00
test_plugin_routes.py feat: litellm plugin architecture v2 (#30688) 2026-06-20 20:37:22 -07:00
test_pricing_field_strip.py chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
test_prometheus_cleanup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_provider_url_destination_guard.py chore(proxy): clean up request parameter validation and provider destination handling (#34189) 2026-07-22 00:57:58 +00:00
test_proxy_cli.py chore(ci): merge oss branch (#33784) 2026-07-17 23:22:13 +00:00
test_proxy_logging_hook_detection.py perf: reduce per-request and per-chunk overhead across Anthropic streaming hot paths (#28289) 2026-05-23 12:15:59 -07:00
test_proxy_server.py fix(proxy): global max_budget ignores budget_duration; enforce against the resettable proxy budget row (#33732) 2026-07-25 11:29:39 -07:00
test_proxy_types.py fix(router): apply team/key enable_tag_filtering to tag routing (#33436) 2026-07-16 14:41:24 -07:00
test_proxy_utils.py fix(autoroute): discover models via /v1/models so an AI-API-only key works (#34259) 2026-07-22 20:50:14 -07:00
test_pyroscope.py Implement normalize_nonempty_secret_str function to trim whitespace from secrets and treat empty values as unset. Update proxy_server to use this function for Grafana credentials. Enhance tests to validate the new normalization behavior. 2026-05-04 18:17:31 +00:00
test_read_model_list.py feat: add minimal rust router + axum ai-gateway calling router.realtime (2/2) (#31135) 2026-06-23 19:16:34 -07:00
test_redis_auth_cache_flag.py fix(proxy): share CLI SSO login sessions across workers without enable_redis_auth_cache (#33261) 2026-07-22 10:29:34 -07:00
test_response_model_sanitization.py perf: eliminate per-request callback scanning on proxy hot path (#27858) 2026-05-14 09:28:31 -07:00
test_route_a2a_models.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_route_llm_request.py fix(proxy): return 400 instead of 500 for chat completions without messages 2026-07-24 20:32:09 +00:00
test_sensitive_route_auth.py chore(proxy): guard sensitive public endpoints 2026-04-30 11:52:47 -07:00
test_shared_health_check.py feat(proxy): skip disable_background_health_check models on GET /health when flag set (#27716) 2026-05-13 09:49:05 -07:00
test_spend_log_cleanup.py test(proxy): cover the cleanup run-loop backstop branch 2026-07-24 17:43:15 -07:00
test_swagger_chat_completions.py fix(proxy): avoid misleading multi-method operation ids 2026-04-30 20:44:14 -07:00
test_team_member_update.py feat(ui): add budget duration to edit team member form (#29717) 2026-06-06 17:24:55 -07:00
test_team_org_move.py fix(team_endpoints): auto-add SSO team members to org on move (proxy admin only) (#26377) 2026-04-24 08:36:25 -07:00
test_tools_allowlist_enforcement.py fix(responses-bridge): custom tool round-trip and allowlist preservation for Codex CLI (#32258) 2026-07-06 17:34:27 -07:00
test_update_llm_router_resilience.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00