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Ishaan JaffandGitHub 2d6751a396 [Feat] MCP Gateway - allow using MCPs with all LLM APIs when using /responses with LiteLLM (#12546) 
* add MCPResponsesAPIHelper

* rename LiteLLM_Proxy_MCP_Handler

* aresponses_api_with_mcp

* mock_responses_api_response

* test response with litellm proxy MCP

* add _should_use_litellm_mcp_gateway

* fix transform_mcp_tool_to_openai_responses_api_tool

* use correct _transform_mcp_tools_to_openai

* fix config.yaml

* fixes for native MCP handling

* docs MCP with litellm proxy

* aresponses_api_with_mcp

* fix linting

* fix mypy

* fix linting

* test_aresponses_api_with_mcp_mock_integration

* docs How it works when server_url="litellm_proxy"
2025-07-15 14:06:31 -07:00
..
basic_proxy_startup_tests
(fix) don't block proxy startup if license check fails & using prometheus (#6839)
2024-11-20 17:55:39 -08:00
batches_tests
openai.ConflictError
2025-07-12 17:07:21 -07:00
code_coverage_tests
[Bug fix] [Bug]: Verbose log is enabled by default (#12596)
2025-07-14 20:06:16 -07:00
documentation_tests
Litellm dev 12 28 2024 p1 (#7463)
2024-12-28 20:26:00 -08:00
enterprise
Control Plane + Data Plane support (#12601)
2025-07-14 21:31:56 -07:00
guardrails_tests
test_bedrock_guardrail_blocked_action_shows_output_text_with_multiple_outputs
2025-07-09 17:03:56 -07:00
image_gen_tests
[Feat] Add XInference Image Generation API Provider (#12439)
2025-07-08 21:17:38 -07:00
litellm_utils_tests
Prevent writing default user setting updates to yaml (error in non-root env) + Use central team member budget when max_budget_in_team set on UI (#12533)
2025-07-12 10:13:07 -07:00
litellm-proxy-extras
Prisma Migrate - support setting custom migration dir (#10336)
2025-04-26 12:05:06 -07:00
llm_responses_api_testing
test_mcp_tools_with_responses_api
2025-07-03 14:53:30 -07:00
llm_translation
feat(gemini): Add custom TTL support for context caching (#9810) (#12541)
2025-07-14 22:30:54 -07:00
load_tests
test: test_embedding_performance
2025-05-14 21:31:07 -07:00
local_testing
test test_redis_caching_multiple_namespaces (#12552)
2025-07-12 12:06:16 -07:00
logging_callback_tests
Team Members - reset budget, if duration set + Prometheus - support tag based metrics (#12534)
2025-07-11 22:54:16 -07:00
mcp_tests
[Feat] MCP Gateway - allow using MCPs with all LLM APIs when using /responses with LiteLLM (#12546)
2025-07-15 14:06:31 -07:00
multi_instance_e2e_tests
(e2e testing) - add tests for using litellm /team/ updates in multi-instance deployments with Redis (#8440)
2025-02-10 19:33:27 -08:00
old_proxy_tests/tests
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
openai_endpoints_tests
Batches - support batch retrieve with target model Query Param + Anthropic - completion bridge, yield content_block_stop chunk (#12228)
2025-07-01 22:13:48 -07:00
otel_tests
test_bedrock_guardrail_triggered
2025-07-09 17:05:06 -07:00
pass_through_tests
test_anthropic_basic_completion_with_headers ci/cd fix
2025-07-12 11:08:03 -07:00
pass_through_unit_tests
test fix - test_anthropic_messages_passthrough.py
2025-06-30 21:56:31 -07:00
proxy_admin_ui_tests
Fix e2e test (#12549)
2025-07-12 10:42:57 -07:00
proxy_security_tests
(Security fix) - remove code block that inserts master key hash into DB (#8268)
2025-02-05 17:25:42 -08:00
proxy_unit_tests
[Security Fix] - Dont show pure JWT in "Logs" page on UI (#12524)
2025-07-11 15:33:57 -07:00
router_unit_tests
test_mock_router_testing_params_str_to_bool_conversion
2025-06-27 18:07:33 -07:00
scim_tests
[Feat SSO] Add LiteLLM SCIM Integration for Team and User management (#10072)
2025-04-16 19:21:47 -07:00
spend_tracking_tests
test_long_term_spend_accuracy_with_bursts
2025-03-31 21:09:29 -07:00
store_model_in_db_tests
Validation to mcp server name (#12515)
2025-07-11 11:24:42 -07:00
test_litellm
[Bug Fix] Add swagger docs for LiteLLM /chat/completions, /embeddings, /responses (#12618)
2025-07-15 13:37:22 -07:00
unified_google_tests
[Bug Fix] Using gemini-cli with Vertex Anthropic Models (#12246)
2025-07-03 12:29:27 -07:00
vector_store_tests
[Feat] Vector Stores - Add Vertex RAG Engine API as a provider (#12595)
2025-07-14 18:10:33 -07:00
windows_tests
[Bug Fix] UnicodeDecodeError: 'charmap' on Windows during litellm import (#10542)
2025-05-03 21:31:05 -07:00
__init__.py
[Feat] Add github co-pilot as a new LLM API provider (#12325)
2025-07-04 13:12:16 -07:00
gettysburg.wav
feat(main.py): support openai transcription endpoints
2024-03-08 10:25:19 -08:00
large_text.py
fix(router.py): check for context window error when handling 400 status code errors
2024-03-26 08:08:15 -07:00
openai_batch_completions.jsonl
feat(router.py): Support Loadbalancing batch azure api endpoints (#5469)
2024-09-02 21:32:55 -07:00
README.MD
add bedrock llama vision support + cohere / infinity rerank - 'return_documents' support (#8684)
2025-02-20 21:23:54 -08:00
test_budget_management.py
Update enduser spend and budget reset date based on budget duration (#8460)
2025-06-08 08:39:14 -07:00
test_callbacks_on_proxy.py
fix - test num callbacks
2024-05-17 22:06:51 -07:00
test_config.py
fix testing - langfuse apis are flaky, we unit test team / key based logging in test_langfuse_unit_tests.py
2024-12-03 11:24:36 -08:00
test_debug_warning.py
fix(utils.py): fix togetherai streaming cost calculation
2024-08-01 15:03:08 -07:00
test_end_users.py
test: run test earlier to catch error
2025-03-27 23:08:52 -07:00
test_entrypoint.py
(fix) clean up root repo - move entrypoint.sh and build_admin_ui to /docker (#6110)
2024-10-08 11:34:43 +05:30
test_fallbacks.py
Ollama Chat - parse tool calls on streaming (#11171)
2025-05-27 16:14:49 -07:00
test_health.py
(test) /health/readiness
2024-01-29 15:27:25 -08:00
test_keys.py
test: temporarily skip test due to change testing model change - need to update test for new model
2025-05-09 09:02:08 -07:00
test_logging.conf
feat(proxy_cli.py): add new 'log_config' cli param (#6352)
2024-10-21 21:25:58 -07:00
test_models.py
Add model access groups on UI (#11719)
2025-06-13 21:20:25 -07:00
test_openai_endpoints.py
test string checked for model access control
2025-03-10 20:04:18 -07:00
test_organizations.py
UI - fix adding vertex models with reusable credentials + fix pagination on keys table + fix showing org budgets on table (#10528)
2025-05-03 08:16:53 -07:00
test_passthrough_endpoints.py
test test_basic_passthrough
2024-08-06 21:17:07 -07:00
test_ratelimit.py
(Refactor / QA) - Use LoggingCallbackManager to append callbacks and ensure no duplicate callbacks are added (#8112)
2025-01-30 19:35:50 -08:00
test_resource_cleanup.py
Fix: Properly close aiohttp client sessions to prevent resource leaks (#12251)
2025-07-09 09:25:17 -07:00
test_spend_logs.py
(feat) - track org_id in SpendLogs (#8253)
2025-02-04 21:08:05 -08:00
test_team_logging.py
test: skip flaky test
2024-11-22 19:23:36 +05:30
test_team_members.py
test: add more unit testing for team member endpoints (#8170)
2025-02-01 11:23:00 -08:00
test_team.py
build: publish new litellm-proxy-extras file
2025-05-27 17:44:23 -07:00
test_users.py
test: fix imports
2025-05-26 22:06:53 -07:00

README.MD

In total litellm runs 1000+ tests

[02/20/2025] Update:

To make it easier to contribute and map what behavior is tested,

we've started mapping the litellm directory in tests/litellm

This folder can only run mock tests.

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