litellm/tests/test_litellm/proxy
Krrish Dholakia cca71a07c2
feat(mcp): add mcp_tool_search virtual tools for large tool catalogs (#31777)
* feat(mcp): add tool search virtual tools for large catalogs

When mcp_tool_search_enabled is set on a key's object_permission,
tools/list returns only mcp_tool_search and mcp_tool_call instead of
the full catalog. The LLM searches by keyword then calls discovered
tools by name, avoiding context bloat with 100+ tool deployments.

* fix(mcp): persist mcp_tool_search_enabled and route tool_call by name

The mcp_tool_search_enabled flag existed on the Pydantic models but the
Prisma schema lacked the column, so keys generated with the flag never
persisted it and tools/list kept returning the full catalog. Add the
column across all three schema.prisma copies plus a migration.

handle_mcp_tool_call passed server_name="" into call_tool, which built a
malformed prefixed name ("-<tool>") and failed to resolve the server.
Resolve the caller's allowed servers and dispatch through execute_mcp_tool
instead, matching how the normal /tools/call path routes.

* fix(mcp): filter list_tools to virtual tools on the protocol path

The REST surface (/mcp-rest/tools/list) returned only the two virtual
tools when mcp_tool_search_enabled was set, but the MCP protocol handler
(handle_list_tools, used by real MCP clients over streamable-http/SSE)
still returned the full catalog. Apply the same early return there so an
actual MCP client sees mcp_tool_search and mcp_tool_call instead of every
tool. call_tool was already intercepted on this path.

* fix(mcp): enforce IP + server filtering on virtual tool search/call

Review flagged that the virtual mcp_tool_search/mcp_tool_call path skipped
access controls the normal MCP flow applies. mcp_tool_call resolved allowed
servers from key permissions only, never applying IP filtering, so a caller
on a public IP could invoke a tool on a server marked
available_on_public_internet: false. mcp_tool_search listed the raw catalog
via global_mcp_server_manager.list_tools, exposing tool names/schemas that
/tools/list would hide and ignoring per-key/per-server tool filters.

Route both virtual handlers through the same filtered paths used by the
normal MCP flow: search now calls _list_mcp_tools and call resolves servers
via _get_allowed_mcp_servers, both threaded with the request client IP so
filter_server_ids_by_ip applies. execute_mcp_tool then enforces the server
allowlist and per-key tool permissions. Thread client_ip through
_list_mcp_tools/_get_tools_from_mcp_servers and pass it from the REST and
SSE call sites.

* fix(ci): ruff format server.py and sync dashboard API types

ruff format normalizes the list_tools client_ip changes in server.py, and
schema.d.ts gains the mcp_tool_search_enabled object-permission field so the
generated dashboard types match the proxy OpenAPI spec.

* style(mcp): drop quoted annotations and sort imports

Clears UP037 on the virtual tool handler signatures (redundant with
from __future__ import annotations) and I001 on the list_tools import block.

* refactor(mcp): extract virtual-tool dispatch and host progress capture

Pulls the mcp_tool_search/mcp_tool_call interception and the host
progress-callback setup out of mcp_server_tool_call into helpers, keeping
that handler under the strict cyclomatic-complexity ceiling after the
client_ip threading. No behavior change.

* test(mcp): cover SSE virtual-tool dispatch and host progress helpers

Adds unit tests for _dispatch_virtual_mcp_tool (non-virtual passthrough,
flag-disabled rejection, search/call routing with client_ip),
_capture_host_progress_callback, and the protocol list_tools virtual
early-return, covering the new server.py paths.

* fix(mcp): forward per-request auth headers through virtual tool handlers

The virtual mcp_tool_search/mcp_tool_call path intercepted the request
before the normal header extraction ran, so client-supplied per-request
auth (Authorization for upstream pass-through, x-mcp-auth-<alias>) was
dropped and execute_mcp_tool/_list_mcp_tools received None. Thread
mcp_auth_header, mcp_server_auth_headers, oauth2_headers, and raw_headers
from both the REST and SSE call sites through the handlers so upstream MCP
servers that require pass-through auth can be listed and called.

* fix(mcp): preserve requested server scope in virtual tool calls

A scoped MCP session (/mcp/<server>/ or header-scoped) carries an
mcp_servers scope that the normal call path passes into routing so the
session can only reach that server. The virtual-tool branch dropped it and
resolved with mcp_servers=None, letting a scoped session call mcp_tool_call
for any server the key can access. Thread the context mcp_servers scope
through _dispatch_virtual_mcp_tool into both handlers so search and call
resolve against the same scoped server set.

* fix(mcp): convert virtual tool errors to isError on the protocol path

The virtual-tool dispatch ran before the protocol handler's HTTPException
and guardrail handling, so a rejected virtual call (e.g. an out-of-scope
403 from execute_mcp_tool) raised out of mcp_server_tool_call and broke the
MCP JSON-RPC stream instead of returning an isError CallToolResult. Move
the dispatch inside the same try that wraps call_mcp_tool so virtual-tool
errors get the same isError conversion as normal tool calls.

* fix(mcp): spend-log virtual tool calls on the REST path

The REST virtual-tool branch returned before common_processing_pre_call_logic,
so execute_mcp_tool ran without a litellm_logging_obj and virtual mcp_tool_call
invocations were not spend-logged or guardrail-checked like normal calls. Run
the same pre-call pipeline in the call branch and thread the resulting
litellm_logging_obj through handle_mcp_tool_call into execute_mcp_tool.

* fix(mcp): reject virtual tool call when key has no accessible servers

handle_mcp_tool_call passed an empty allowed_mcp_servers list into
execute_mcp_tool; an unprefixed local tool name then fell through to the
local registry, which has no server permission check, so a key with only
mcp_tool_search_enabled and no server grants could run operator-configured
local tools by name. Reject with 403 before dispatch when no servers are
accessible, matching call_mcp_tool.

* docs(mcp): document virtual tool_search module and parity rule in AGENTS.md

* style(mcp): apply ruff format at repo line-length (120)

* fix(mcp): add mcp_tool_search_enabled to ObjectPermissionDict and customer test fixture

* chore: trigger CI

* fix(mcp): mirror pre-call pipeline, guard imports, coerce top_k, honor include_disabled_tools

- SSE mcp_tool_call now runs common_processing_pre_call_logic so it spend-logs and runs guardrails like the REST path (P1)
- coerce_top_k avoids ValueError on non-integer top_k from clients (both REST and SSE)
- guard mcp.types import in tool_search behind runtime/TYPE_CHECKING per package convention
- admin list with include_disabled_tools returns the real catalog even when mcp_tool_search_enabled is set
2026-06-30 20:03:59 -07:00
..
_experimental/mcp_server feat(mcp): add mcp_tool_search virtual tools for large tool catalogs (#31777) 2026-06-30 20:03:59 -07:00
a2a feat(a2a): support a2a-sdk 1.x proxy routing for 0.3 and 1.0 agents (#30950) 2026-06-29 09:32:39 +05:30
agent_endpoints feat(a2a): support a2a-sdk 1.x proxy routing for 0.3 and 1.0 agents (#30950) 2026-06-29 09:32:39 +05:30
anthropic_endpoints chore: litellm oss 170626 (#30637) 2026-06-17 21:11:12 -07:00
auth fix(proxy): extend banned-params + admin-clear lists for NVIDIA Riva (VERIA-493) (#31742) 2026-06-30 15:30:08 -07:00
batches_endpoints test(batches): add 1:1 test file scaffold for batches component paths (#30529) 2026-06-29 09:22:58 +05:30
client feat(proxy): add AES-256-GCM at-rest credential encryption with versioned format and re-encryption migration (#31215) 2026-06-29 20:14:22 +02:00
common_utils feat(proxy): add AES-256-GCM at-rest credential encryption with versioned format and re-encryption migration (#31215) 2026-06-29 20:14:22 +02:00
db fix(proxy): isolate poison spend-log rows so one bad record can't drop the whole batch (#31705) 2026-06-30 12:21:14 -07:00
discovery_endpoints chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
experimental/mcp_server
google_endpoints chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
guardrails feat(guardrails/headroom): add CCR (compress-cache-retrieve) via agentic loop (#31681) 2026-06-30 19:19:34 -07:00
health_endpoints chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
hooks fix(vertex/files): stream OpenAI->Vertex batch JSONL uploads (#31036) 2026-06-24 13:19:57 -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 feat(mcp): add mcp_tool_search virtual tools for large tool catalogs (#31777) 2026-06-30 20:03:59 -07:00
management_helpers feat(mcp): add mcp_tool_search virtual tools for large tool catalogs (#31777) 2026-06-30 20:03:59 -07:00
memory Litellm memory improvements v2 (#26541) 2026-04-25 19:03:43 -07:00
middleware feat(proxy): configurable response headers and login-page hint (#30792) 2026-06-18 18:12:45 -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(pass_through): log pre-call guardrail blocks at WARNING, not ERROR with a traceback (#31500) 2026-06-27 12:18:40 -07:00
policy_engine fix(guardrails): match policy-pipeline block response to direct guardrail attachment (#31421) 2026-06-26 14:25:10 -07:00
prompts style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_server perf(spend): gather independent per-scope spend-counter increments (#31578) 2026-06-30 12:07:47 -07:00
public_endpoints feat(ui): add Amazon Bedrock Mantle to the Add Model provider dropdown (#31034) 2026-06-22 17:31:25 -07:00
rag_endpoints fix: harden /key/update authorization checks (#27878) 2026-05-14 04:16:04 +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): fold logs-tab total into the page query to avoid a separate COUNT(*) (#31423) 2026-06-26 13:01:05 -07:00
test_configs
types_utils chore(proxy): also scrub guardrail callbacks / module paths from DB overlay 2026-05-14 01:24:51 +00:00
ui_crud_endpoints feat(proxy): audit remaining system-wide settings updates (#31754) 2026-06-30 19:32:27 -07:00
utils fix(proxy): isolate poison spend-log rows so one bad record can't drop the whole batch (#31705) 2026-06-30 12:21:14 -07:00
vector_store_endpoints Title: fix(proxy): resolve vector store file list credentials from team deployments (#29739) 2026-06-06 12:36:05 -07:00
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 feat(proxy): native /health/drain preStop hook for graceful shutdown (#29439) 2026-06-02 16:30:44 -07:00
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_budget_reservation.py chore: litellm oss staging (#30745) 2026-06-18 13:55:35 -07:00
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 fix(proxy): emit x-litellm-response-cost header on /messages and /generateContent (LIT-4076) (#31675) 2026-06-29 20:29:49 -07:00
test_component_allowlists.py chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
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 fix: prevent key-level metadata.tags from leaking into Bedrock passthrough body (#30985) 2026-06-22 14:28:47 -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
test_model_id_header_propagation.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -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(guardrails): run pre_call hook once for model-level guardrails (#30543) 2026-06-16 11:17:03 -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): move URL-valued model/file_id guard from SDK to proxy 2026-05-02 02:17:46 +00:00
test_proxy_cli.py chore: litellm oss staging (#30968) 2026-06-23 07:31:44 -07:00
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 feat(proxy): audit remaining system-wide settings updates (#31754) 2026-06-30 19:32:27 -07:00
test_proxy_types.py fix(proxy): add default=None to LiteLLM_TeamMembership.litellm_budget_table (#29684) 2026-06-04 12:13:11 -07:00
test_proxy_utils.py fix(proxy): record partial spend on the failure row for interrupted streams (#30788) 2026-06-19 12:03:15 -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 refactor(proxy): replace DualCache with UserApiKeyCache for user API key management 2026-04-28 19:15:03 +00:00
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 feat(proxy): fix vector store retrieve/list/update/delete without model (#27929) 2026-05-15 04:37:59 -07:00
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 feat(spend_logs): opt-in native Postgres partitioning for SpendLogs retention (#29466) 2026-06-11 11:02:42 -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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -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