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39463 commits
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1bdeeec43f
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fix: restore unreachable InternalServerError skip handler in vertex test
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Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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c6eafec396
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Merge origin/litellm_internal_staging into litellm_feat/v1.84.0-mcp-gateway-jwt-auth | ||
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4f3e79ee20
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refactor(mcp): drop redundant has_client_credentials filter on passthrough probe
is_oauth_passthrough already requires auth_type in (None, MCPAuth.none), which is mutually exclusive with has_client_credentials (auth_type == MCPAuth.oauth2), so the extra guard was always True and only added confusion about whether a server could be both passthrough and M2M. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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b55749248d
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fix(logging): recalculate cost after router retry failures (#28476)
* fix(logging): recalculate cost after router retry failures
Do not preserve response_cost=0 from failure_handler when processing a
successful response; only keep pre-calculated costs > 0 (pass-through).
Co-authored-by: Cursor <cursoragent@cursor.com>
* test(logging): guard pass-through zero cost; use != 0 preserve check
Use != 0 for pre-calculated cost preservation (Greptile feedback). Add tests
for zero cost in _hidden_params and for hidden_params overriding failure 0.
Co-authored-by: Cursor <cursoragent@cursor.com>
* test(vertex): skip google maps tool test on transient upstream 500
The test test_gemini_google_maps_tool_simple calls real Vertex AI with the
googleMaps tool, which depends on Google Maps Platform. CI has been
failing on local_testing_part1 across many unrelated PRs (including this
one and the litellm_internal_staging base) with an InternalServerError
500 from Maps Platform ('Internal server error. Please retry. ...maps-
platform-support'), which is an external upstream flake unrelated to
the change under test.
Catch litellm.InternalServerError and skip (mirroring the existing
RateLimitError handler) so transient upstream outages don't block CI.
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
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0d999c02d7
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test(vertex): tolerate transient InternalServerError in google maps tool test
test_gemini_google_maps_tool_simple makes live calls to Vertex AI's Google
Maps grounding backend, which intermittently returns 500 INTERNAL ("Please
retry") — a transient upstream failure, not a LiteLLM bug. The test already
passes on RateLimitError; treat InternalServerError the same way so transient
Vertex-side failures don't fail CI.
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c949c54c4d
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fix: address potential bugs in auth_utils, mcp discoverable endpoints, and mcp auth
- auth_utils.get_request_route: return '/' instead of empty string when raw_path exactly equals root_path so downstream route allowlist checks still see a leading slash - discoverable_endpoints.fetch_upstream_oauth_protected_resource: also cache negative results (no upstream metadata) for a shorter TTL so we don't re-fetch on every discovery request and so the per-key fetch lock can be pruned - user_api_key_auth_mcp: guard the oauth2_headers 401 cold-start passthrough bypass with _has_client_supplied_mcp_auth, matching the parallel bypass in the no-Authorization branch so MCP-auth-bearing requests don't silently downgrade to anonymous admission Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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77206df140
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fix(mcp): correct 403 detail text and remove dead _list_tools_for_single_server duplicate
- MCPUpstreamAuthError.to_http_exception() now returns detail='Forbidden' for 403 upstream responses (and 'Unauthorized' for 401), matching the _check_passthrough_upstream_auth pre-flight probe. - Remove the shadowed first definition of _list_tools_for_single_server in rest_endpoints.py; the second definition was the live one and the dead copy was a maintenance trap. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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ca8e04c05e
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fix(mcp): emit absolute resource_metadata URI in fabricated 401 challenge
Per RFC 9728 §3.2 the resource_metadata Bearer challenge must be an absolute URI; strict MCP clients reject relative URIs and fail to initiate discovery. MCPUpstreamAuthError.to_http_exception now accepts the gateway base URL and prepends it when the upstream omitted WWW-Authenticate, and all four call sites (streamable HTTP, SSE, and the two REST tool-list paths) supply it. |
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20e644748a
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fix(jwt): make _get_decode_options explicitly control verify_iss
Previously, _get_decode_options only set verify_aud based on whether audience was provided. The issuer JWT path relied on always passing issuer=issuer_config.issuer to trigger PyJWT's default verify_iss=True, making the helper's behavior implicitly dependent on caller behavior. Now _get_decode_options accepts issuer as well, mirroring the verify_aud handling and matching the dimensions handled by _build_decode_kwargs. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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064f31e826
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fix(mcp): fabricate resource_metadata challenge when upstream 401 omits WWW-Authenticate
When an upstream pass-through MCP server returns 401 without a WWW-Authenticate header (non-compliant per RFC 7235 §3.1), to_http_exception() now produces a synthetic Bearer challenge pointing at the gateway's standard-pattern oauth-protected-resource well-known endpoint for that server. This keeps MCP clients on the RFC 9728 discovery flow instead of receiving a bare 401 with no recovery hint. |
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1b0b75ccd7
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fix(jwt/mcp): warn on unscoped JWT fallback; route agent permission lookup through shared helper
- _build_decode_kwargs no longer suppresses the unscoped-fallback warning when LiteLLM_JWTAuth.issuers is set: tokens whose iss does not match any configured issuer still fall through to the global path, and that fallback is itself unscoped when JWT_AUDIENCE/JWT_ISSUER are absent. - _get_agent_object_permission now caches the agent_id -> object_permission_id mapping and delegates the permission lookup to the shared get_object_permission helper, so the agent path reuses the same cache entries as the org / team / key paths. |
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ad8c9c2aa2
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fix(mcp): restrict passthrough cold-start bypass to 401 only
The new elif passthrough cold-start branch reused is_auth_error which matches both 401 and 403. A 403 from user_api_key_auth indicates the LiteLLM key WAS recognized but is forbidden (e.g. over budget / rate limited); falling through to anonymous UserAPIKeyAuth() in that case bypasses spend and rate-limit controls on passthrough servers. Only trigger the cold-start anonymous admission on 401, which is the signal that the bearer is an upstream OAuth token rather than a recognized LiteLLM key. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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f5a193f29b
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fix(mcp/jwt): dedupe cold-start path parser; reject conflicting audience flags
- _parse_mcp_server_names_from_path now delegates to MCPRequestHandler._extract_target_server_names_from_path so the names used by the cold-start passthrough bypass cannot drift from the names used by downstream routing. - JWTIssuerConfig now rejects the combination of audience and disable_audience_validation=True at validation time instead of silently ignoring the flag. |
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4ddbb91825
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fix(jwt): include issuer-normalized team id in get_all_jwt_team_ids
The aggregator for team IDs only consulted the issuer-normalized claim for the plural (team_ids) path and fell back to the global config for the singular path. When an operator configures team_id_jwt_field only at the issuer level, get_team_id correctly returned the mapped value but get_all_jwt_team_ids silently dropped it, causing membership reconciliation to disagree with request routing. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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457b21f213
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log MCP OAuth discovery diagnostics for unmatched paths and non-transport upstream errors | ||
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b80a91ffc5
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refactor(mcp): centralize caller Authorization strip decision
Extracted the security-sensitive logic that decides whether the caller's Authorization header is forwarded to (or stripped from) an outgoing MCP request into a single helper, _should_strip_caller_authorization, in mcp_server_manager.py. Previously the same condition was duplicated across _call_regular_mcp_tool (mcp_server_manager.py) and _prepare_mcp_server_headers (server.py). Keeping two copies of this check risked future divergence and credential-leak / broken-passthrough bugs. Both call sites now share the helper, preserving exact behavior. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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ec3c67084f
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security(mcp): strip Authorization in call_tool when LiteLLM admission used legacy header
Mirror the OAuth pass-through admission check from _prepare_mcp_server_headers (list-tools path) in _call_regular_mcp_tool (tool-call path): when the server is OAuth pass-through and the caller did not supply x-litellm-api-key, Authorization on the inbound request may itself be the LiteLLM API key — so strip it before forwarding instead of leaking the gateway credential upstream. When x-litellm-api-key is present, admission is unambiguous and Authorization continues to carry the upstream OAuth bearer (transparent pass-through). |
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7dfef63a02
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fix(mcp): consistent www-authenticate casing + SSE toolset scoping
- Normalize the WWW-Authenticate header key emitted by _check_passthrough_upstream_auth to lowercase to match the other 401 emitters in the OAuth pass-through flow. - Mirror the streamable HTTP handler's toolset scoping in handle_sse_mcp: strip client-supplied x-mcp-toolset-id and apply _apply_toolset_scope before _check_passthrough_upstream_auth so the upstream probe list is derived from the fully-authorized server set. - Tighten _has_client_supplied_mcp_auth signature so mcp_server_auth_headers is Optional, matching its caller in process_mcp_request. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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e9ff79c96a
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fix(mcp): admit and forward Authorization for passthrough OAuth return
For pass-through MCP servers (auth_type=none with delegate_auth_to_upstream) the RFC 9728 cold-start flow sends the client back with only "Authorization: Bearer <upstream-token>" after upstream OAuth discovery. Previously this path 1) was rejected in process_mcp_request because the oauth2_headers fallback only covered auth_type=oauth2 targets, and 2) had the Authorization header stripped by _prepare_mcp_server_headers when no x-litellm-api-key was present, treating the upstream token as a potential LiteLLM key leak. - Extend the elif oauth2_headers fallback to also admit anonymously when every target is a pass-through server. - Pass user_api_key_auth into _prepare_mcp_server_headers so it can forward Authorization for pass-through servers when admission did not consume the bearer as a LiteLLM key (api_key is unset). Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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0fada28153
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fix(jwt): validate issuer audience at config load + dedicated key-miss exception
- Move JWTIssuerConfig audience-required guard into a Pydantic model_validator so misconfiguration fails at startup instead of on the first request. - Replace the string-match `No matching public key found` filter in get_public_key's multi-URL fallback with a dedicated NoMatchingJWTPublicKeyError; only that specific exception triggers continuation, every other error still surfaces. |
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b60d4677cd
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fix(vertex_gemma): strip context_management from request body (#28438)
Vertex AI Gemma's chatCompletions wrapper does not understand the context_management parameter (an Anthropic / OpenAI Responses API concept). When callers route this field to a Gemma deployment (e.g. through allowed_openai_params or proxy passthrough), the upstream endpoint would reject the request with an unknown-field error. Drop context_management in VertexGemmaConfig.transform_request, matching the existing pattern used for stream and stream_options. Adds a direct transform_request unit test plus an acompletion-level test that exercises the realistic allowed_openai_params path. Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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123f0fd482
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fix(mcp): wrap get_object_permission call in shared try/except
Ensure exceptions from get_object_permission in _get_org_object_permission are caught and return None, preserving the original fail-safe semantics. Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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22cfb55e35
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fix(mcp): route org object_permission lookup through shared auth helpers
Replace the bespoke litellm_organizationtable.find_unique + dedicated cache key in _get_org_object_permission with get_org_object + get_object_permission so MCP requests share the same user_api_key_cache entries as the rest of the proxy and no longer fragment org-row caching. |
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0511b76ada
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Gate MCP OAuth pass-through on delegate_auth_to_upstream flag
Sameer's review on #28356/#28008 flagged that the new pass-through behaviors (preemptive 401 challenges, /.well-known/oauth-protected- resource proxying, upstream 401/403 propagation as MCPUpstreamAuthError, and Authorization-stripping when no x-litellm-api-key is supplied) were implicitly enabled for every server with auth_type=none plus Authorization in extra_headers. Existing users doing static bearer pass-through for non-OAuth reasons would have silently regressed. Make the detection rule explicit: extend the existing delegate_auth_to_upstream flag (previously oauth2-only) to also gate is_oauth_passthrough. Now requires flag + auth_type=None + Authorization in extra_headers, per Sameer's suggested detection rule. The UI toggle now appears for both modes (oauth2 PKCE passthrough and auth_type=none OAuth pass-through) with mode-appropriate copy. Update test fixtures to set the flag where the test intent is to exercise OAuth pass-through behavior, and add negative tests covering the new default-false case. |
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697a90ea77
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fix: end user logs (#27758) (#28290)
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* fix: end user logs
* fix(auth): address PR review feedback on end-user id validation
- Gate DB validation behind litellm.validate_end_user_id_in_db (default
False) so arbitrary client-supplied identifiers still pass through.
- Reuse get_end_user_object / get_user_object / _get_fuzzy_user_object
instead of issuing raw Prisma queries in the auth hot path.
- Consolidate: builder does the resolution once and stores it on the
auth obj; centralized checks reuse it, the outer user_api_key_auth
copy is removed.
- Preserve end_user_id when litellm.max_end_user_budget_id is set so
the default end-user budget can still apply to new customers.
* fix(auth): gate JSON-blob user-id rejection behind validate_end_user_id_in_db
Addresses PR review feedback: the JSON-encoded dict/list rejection in
_coerce_user_id_to_str was unconditionally applied, which would silently
stop tracking spend for deployments passing JSON-encoded user identifiers
on upgrade. Per the backwards-compatibility rule, default-path behavior
changes must be opt-in.
Now only strings that decode to a JSON object/array are dropped when
litellm.validate_end_user_id_in_db is True. Non-string dict/list/tuple
values are still always dropped, since stringifying them produces
unusable "{'device_id': ...}"-shaped spend-log rows.
* fix(auth): route email end-user lookup through get_user_object cache
The email-shaped end-user id branch called _get_fuzzy_user_object directly,
bypassing get_user_object's _should_check_db throttle and user_api_key_cache.
Every unique email would hit an unbudgeted raw Prisma query on the critical
auth path. Collapsing the two calls into one get_user_object invocation
with user_email=end_user_id routes through the cached helper per PR review
feedback.
* fix(auth): keep end-user safety net at user_api_key_auth tail
Krrish flagged that removing the tail-of-user_api_key_auth assignment
was a regression risk: ``_user_api_key_auth_builder`` has multiple
early-return paths (master_key=None, /user/auth, JWT short-circuits)
that bypass the end-user resolution block, so dropping the safety net
silently strips end-user attribution from those paths.
Restore the assignment but route it through resolve_and_validate_end_user_id
so the same validation rules apply. Skip the second pass when the builder
already set an id.
Adds two tests pinning the behaviour: one for the early-return safety
net and one verifying we don't double-resolve when the builder set the id.
Co-authored-by: Dennis Henry <dennis.henry@okta.com>
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b7e978a5c3
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Litellm oss staging 04 21 2026 2 (#26569)
* fix(bedrock): use model info lookup for output_config support instead of hardcoded check Replace hardcoded _is_claude_4_6_model() string matching with supports_output_config flag in model_prices_and_context_window.json, accessed via _supports_factory(). This follows the project's established pattern for model capability checks (per AGENTS.md rule #8). Bedrock Invoke now conditionally preserves output_config for models that declare supports_output_config=true (currently Claude 4.6 models), while stripping it for older models to avoid request rejection. Ref: https://github.com/BerriAI/litellm/issues/22797 * fix(vertex_ai): single-flight credential refresh to prevent thundering herd (#26024) * fix(vertex_ai): single-flight credential refresh to prevent thundering herd When GCP credentials expire under high concurrency, all requests simultaneously call credentials.refresh() via asyncify, saturating the 40-thread anyio pool and blocking the proxy for 20+ seconds. This adds: - Per-credential asyncio.Lock in get_access_token_async for single-flight refresh (1 coroutine refreshes, others wait on the lock) - Background refresh when token_state is STALE (usable but near expiry), returning the current token immediately with zero added latency - threading.Lock on the sync get_access_token path - Uses google-auth's TokenState enum (FRESH/STALE/INVALID) instead of reimplementing expiry logic Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: address PR review comments - Use asyncio.create_task() instead of deprecated get_event_loop().create_task() - Track in-flight background refresh tasks to prevent duplicate refreshes when multiple STALE-path callers pass through the lock before the first background task completes - Add token validation in the STALE branch (consistent with FRESH/INVALID) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: lazy-import TokenState to avoid breaking when google-auth is not installed Also extract helper methods to bring get_access_token_async under the PLR0915 statement limit (50). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: apply Black formatting to test file and update uv.lock Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: remove user-provided project_id from log messages (CodeQL log injection) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: avoid leaking token value in error message, log type instead Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: restore uv.lock to match litellm_oss_branch Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: remove project_id from remaining log message (CodeQL log injection) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: remove remaining project_id from log and error messages Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: reuse cached credentials in VertexAIPartnerModels (#26065) * fix: reuse cached credentials in VertexAIPartnerModels instead of creating new VertexLLM per request VertexAIPartnerModels.completion() was creating a throwaway VertexLLM() instance on every call to get an access token, bypassing the credential cache inherited from VertexBase. This caused a fresh token fetch for every single request, adding significant latency overhead. Fix: call super().__init__() to initialize VertexBase's credential cache, and use self._ensure_access_token() instead of a new VertexLLM instance. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: apply same credential caching fix to VertexAIGemmaModels and VertexAIModelGardenModels Same bug as VertexAIPartnerModels: both classes had `pass` in __init__ instead of `super().__init__()`, and created throwaway VertexLLM() instances per request instead of using self._ensure_access_token(). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(fireworks): add glm-5p1 metadata and parallel_tool_calls (#26069) * fix(chatgpt): preserve responses routing and recover empty output (#25403) (#26219) - preserve existing shared backend `mode` when router deployment registration reuses a provider/model key already in `litellm.model_cost` (prevents alias with `mode: chat` from downgrading shared `chatgpt/gpt-5.4` from `responses` to `chat` and triggering 403s on /v1/chat/completions) - teach the ChatGPT Responses parser to recover `response.output_item.done` entries when `response.completed.output` is empty - add defensive /responses -> /chat/completions bridge fallback that reconstructs output items from raw SSE when `raw_response.output` is empty - regression coverage for shared alias routing, empty completed.output parsing, and SSE bridge recovery Closes #25403 Co-authored-by: afoninsky <andrey.afoninsky@gmail.com> Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * fix(deps): relax core runtime dependency pins from exact == to ranges When litellm migrated from Poetry to uv (PR #24905, v1.83.1), the core dependency specifications in pyproject.toml changed from Poetry bare-version strings (e.g. openai = "2.30.0") to PEP 621 exact pins (openai==2.24.0). Poetry bare-version strings are actually caret ranges (^X.Y.Z == >=X.Y.Z,<X+1), but PEP 621 == is exact. This means every downstream package that installs litellm as a library dependency is now forced to downgrade aiohttp, pydantic, openai, click, and 8 other common packages to exact old versions. Fix: restore range specifiers for the 12 core runtime dependencies. The optional extras (proxy, proxy-runtime, etc.) are consumed primarily by Docker images where exact pins are appropriate and are left unchanged. The uv.lock file continues to provide exact reproducibility for Docker builds and CI. Fixes: #26154 * Add Rubrik as officially-supported guardrail plugin (#25305) * Add Rubrik as officially-supported guardrail plugin Adds tool blocking and batch logging integration with an external Rubrik webhook service. The plugin validates LLM tool calls against a policy service (fail-open on errors) and batch-logs all requests/responses. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Update Rubrik docs: config.yaml as primary, env vars as fallback Restructures the Quick Start to present config.yaml as the recommended approach with tabbed UI, and environment variables as an alternative fallback. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Add Rubrik env vars to config_settings reference Fixes documentation validation by adding RUBRIK_API_KEY, RUBRIK_BATCH_SIZE, RUBRIK_SAMPLING_RATE, and RUBRIK_WEBHOOK_URL to the environment settings reference table. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Add fallback message when blocking service returns empty explanation Prevents whitespace-only violation message when the tool blocking service blocks tools but returns an empty content field. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat(ocr): add Reducto parse OCR support (#26068) * feat(ocr): add Reducto parse OCR support * fix(reducto): address OCR review feedback * chore: refresh uv lockfile * Revert "chore: refresh uv lockfile" This reverts commit |
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026c2374c2
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Merge latest litellm_feat/v1.84.0-mcp-gateway-jwt-auth
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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e2e4f703b7
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Merge latest litellm_feat/v1.84.0-mcp-gateway-jwt-auth into local merge branch
# Conflicts: # tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py # tests/test_litellm/proxy/auth/test_handle_jwt.py Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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1434ad3cc6
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fix(jwt): guard litellm_jwtauth access in auth_jwt global path
JWTHandler() can be constructed without update_environment() being called (tests do this directly), in which case self.litellm_jwtauth does not exist. Accessing it raises AttributeError before getattr can fall back. Use the same safe pattern other call sites use. |
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418e266968
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fix(tests): align merged JWT and MCP cold-start assertions
Update the tests carried over from PR #28008 to match the assertions on the staging branch: - tests/test_litellm/proxy/auth/test_handle_jwt.py: unknown issuers now fall back to the legacy JWT_PUBLIC_KEY_URL path (per litellm_feat/v1.84.0-mcp-gateway-jwt-auth's '\''fall back to global JWKS on unknown issuer'\''), and mapped issuer claims that are absent no longer fail closed — they simply leave the normalised LiteLLM internal claim absent. - tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py: the aggregate '\''/mcp'\'' route still triggers the delegate-auth-to-upstream lookup once for the header-supplied server name; cold-start admission must NOT fire on top of that. Tighten the assertion to assert_called_once_with so a future regression that re-enters cold-start is caught. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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86cf3efd16
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Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_feat/v1.84.0-mcp-gateway-jwt-auth
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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91f44f3de9
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fix(jwt,mcp): clarify issuers fallthrough + add TTL on mcp permission cache
- LiteLLM_JWTAuth.issuers docs now state explicitly that unlisted
issuers fall back to the global JWT_AUDIENCE/JWT_ISSUER path; the
field is additive routing, not an allow-list. Matches actual
control flow in handle_jwt.auth_jwt and the regression tests
asserting backwards compatibility with the global JWKS path.
- MCPRequestHandler._get_{org,agent}_object_permission now pass
ttl=DEFAULT_MANAGEMENT_OBJECT_IN_MEMORY_CACHE_TTL on async_set_cache,
mirroring the auth_checks.py pattern so the cache TTL is explicit
on both DualCache layers.
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7905e996bd
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fix(mcp,jwt): drop unneeded async helper + suppress misleading unscoped JWT warning
- _build_oauth_authorization_server_response: revert to sync (no awaits in body). The function only does dict construction and synchronous registry lookups; async added coroutine creation overhead per discovery call without need. - _build_decode_kwargs: accept has_issuer_config so the global path's 'JWT auth is unscoped' warning is suppressed when LiteLLM_JWTAuth.issuers provides per-issuer scoping. Previously the warning fired spuriously for admins who intentionally use only the new issuers config. |
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6697fdb03d
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Merge PR #28008 (gym-cmd/litellm:feat/v1.84.0-mcp-gateway-jwt-auth) into litellm_feat/v1.84.0-mcp-gateway-jwt-auth
# Conflicts: # litellm/proxy/_experimental/mcp_server/discoverable_endpoints.py # litellm/proxy/_experimental/mcp_server/server.py # litellm/proxy/management_endpoints/mcp_management_endpoints.py # litellm/proxy/proxy_server.py # litellm/types/mcp_server/mcp_server_manager.py # tests/test_litellm/interactions/test_openapi_compliance.py # tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py # tests/test_litellm/proxy/management_endpoints/test_mcp_management_endpoints.py Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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31f8c56cb7
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fix(mcp,tests): assert cold-start helper directly for aggregate /mcp
Threading client_ip into _target_servers_delegate_auth_to_upstream made get_mcp_server_by_name(name, client_ip=...) also fire from the delegate-auth check, so the call_args_list assertion on client_ip-in-kwargs no longer uniquely signals a cold-start lookup. Patch _is_mcp_passthrough_cold_start and assert it is not invoked, which is the actual contract the test is pinning. |
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37ef8d9059
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fix(proxy): hydrate wildcard discovery credentials (#28284) (#28419)
* fix(proxy): hydrate wildcard discovery credentials * fix(proxy): constrain wildcard credential hydration Co-authored-by: Dibyo Mukherjee <dibyo@adobe.com> |
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79a5a7abad
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feat(tests): behavior-pinning harness + Key Tier-1 matrix (#28321)
* test(proxy_behavior): scaffold session-scoped async ASGI client + liveness smoke Slice 2 of the management-endpoints behavior-pinning effort. New top-level dir tests/proxy_behavior/management/ outside every existing pytest glob. conftest.py initialises the proxy app once per session against the DATABASE_URL the harness boots Postgres at, wraps it in httpx.AsyncClient via in-process ASGITransport. The one smoke test asserts /health/liveliness returns 200, which exercises the full FastAPI middleware stack against a real app — no mocks. Plan: https://www.notion.so/36643b8acdab8128a581ced0f6a4744d * test(proxy_behavior): connect prisma via real lifespan; key/generate de-risk Slice 3 of the management-endpoints behavior-pinning effort. The fixture now enters the real FastAPI lifespan (proxy_startup_event) instead of just calling initialize() — that is where prisma_client is connected, password migration is kicked off, and the rest of the startup wiring runs. Tests pin the loop to the session scope so the AsyncClient created in the session fixture and the prisma connection opened in the lifespan share the same loop as the test bodies. New de-risk smoke: POST /key/generate with the master key returns 200, the returned sk- token resolves to a hashed row in LiteLLM_VerificationToken, and the cleartext token is never stored. Proves auth + handler + helper + prisma all wire together end-to-end against a real Postgres. Plan: https://www.notion.so/36643b8acdab8128a581ced0f6a4744d * test(proxy_behavior): seed 8-actor read-world for the authz matrix Slice 4 of the management-endpoints behavior-pinning effort. New ``actors.py`` defines the actor enum + seeds an immutable world (2 orgs, 2 teams, 8 users, 8 verification tokens) under the ``behavior-pin-`` prefix so the rows are identifiable in psql and ``_wipe_world`` is targeted. Each actor key is created with its cleartext form generated locally and its hashed form (via ``litellm.proxy.utils.hash_token``) stored in ``LiteLLM_VerificationToken`` — so the real ``user_api_key_auth`` accepts the cleartext bearer token. Roles, ``team_id``, ``organization_id``, and the service-account metadata flag are all set on the seeded rows so the auth layer resolves the same scopes a real proxy would. The session-scoped ``world`` fixture re-seeds at session start (idempotent via wipe-then-create), and the smoke test confirms each of the 8 actor keys can call ``/key/info`` on itself and receive its own row back. Plan: https://www.notion.so/36643b8acdab8128a581ced0f6a4744d * test(proxy_behavior): per-test scratch namespace + targeted delete_many teardown Slice 5 of the management-endpoints behavior-pinning effort. Adds the ``scratch`` function-scoped fixture: each test gets a uuid4-derived namespace prefix, tags writes with it (``key_alias``, ``team_alias``, ``user_id``, ``budget_id``), and the fixture teardown ``delete_many``-s any row whose namespace column starts with that prefix. Cleanup uses Prisma model methods only (no raw SQL, per CLAUDE.md) and orders deletes children-before-parents to avoid FK conflicts. The Slice 3 de-risk smoke is migrated onto the same fixture so it stops accumulating untagged tokens across repeated local runs. Smoke proves both halves of the contract: one test writes a scratch-tagged key and asserts it lands; a second test runs after the first's teardown and asserts no rows in the scratch namespace survived. Plan: https://www.notion.so/36643b8acdab8128a581ced0f6a4744d * test(proxy_behavior): codify G3 (strict-import grep) as a pytest item Slice 6 of the management-endpoints behavior-pinning effort. Two new tests walk every .py file under tests/proxy_behavior/ and assert: * no ``from litellm.proxy.management_endpoints`` import — the suite is deliberately constrained to the HTTP boundary so it survives handler refactors; * no ``mock``/``patch`` on ``user_api_key_auth`` — mocking auth is the structural failure mode of the existing 11k-line mock suite, and the point of this harness is that the real auth layer runs. Codifying G3 as a CI test removes the "did someone forget to check the PR-description checklist" failure mode. Plan: https://www.notion.so/36643b8acdab8128a581ced0f6a4744d * style(proxy_behavior): apply black to G3 grep test Follow-up to |
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e23d06dda4
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test(realtime): expect session.created as xAI realtime initial event (#28424)
xAI's Grok Voice Agent API now sends session.created as its first realtime event (matching OpenAI), followed by conversation.created. The E2E canary pinned the old conversation.created value and failed. LiteLLM's xAI realtime path is a verbatim passthrough (provider_config is None, raw forwarding), so the event ordering is xAI's own — no transformation on our side. Update the pinned expected value and the now-stale comments to match the current API behavior. |
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f99fb5f27f
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chore(ci): merge dev branch (#28314)
* chore(proxy): strict media-type match for form bodies (#27939) * chore(proxy): strict media-type match for form bodies ``_read_request_body`` and ``get_request_body`` routed on ``"form" in content_type`` / ``"multipart/form-data" in content_type``, which match any header containing the literal — ``application/form-json``, ``multiform/anything``, ``application/json; xform=1``. Starlette's ``request.form()`` returns an empty ``FormData`` for any non-canonical type without consuming the body, so the auth-time pre-read saw ``{}`` and skipped the banned-param check while the handler's later ``request.body()`` saw the original JSON payload. Parse the media type per RFC 7231 (substring before ``;``, trimmed, lowercased) and accept only ``application/x-www-form-urlencoded`` and ``multipart/form-data``. Replace both substring sites with the shared ``_is_form_content_type`` helper. Tests pin: case/whitespace/charset variants of the two real types match; ``application/form-json`` and similar substring-match traps fall through to the JSON parse path; real form POSTs continue to route through ``request.form()``. * chore(proxy): extract _is_json_content_type symmetric helper Mirror ``_is_form_content_type`` for the JSON branch of ``get_request_body`` so both classifications share the same media-type normalisation (strip params, trim, lowercase) and any future change to the parsing rules has one place to update. Adds tests for ``_is_json_content_type`` and for ``get_request_body`` covering the canonical JSON / form / unsupported / non-POST paths. * chore(proxy): surface form-parse failures instead of caching empty body Starlette's ``request.form()`` raises ``MultiPartException`` / ``ValueError`` / ``AssertionError`` on malformed multipart input (missing boundary, malformed chunk encoding, etc.). The outer ``except Exception: return {}`` swallowed every form-parse failure and cached an empty parsed body — auth-time pre-reads saw ``{}`` and skipped every banned-param check while a later raw-body re-read in the handler still saw the original payload. Same TOCTOU shape as the substring-match bypass: the auth gate and the handler don't agree on what the body is. Wrap ``request.form()`` in a narrow ``try`` that converts any parse failure to a 400 ``ProxyException``. The outer broad ``except`` is retained for unrelated unexpected errors but no longer covers form-parse-side bypass shapes. Adds a regression test parametrised over the exception classes Starlette can raise from ``request.form()``. * chore(proxy): drop redundant _is_json_content_type test class ``_is_json_content_type`` is a 3-line wrapper around the shared ``_normalize_media_type`` helper. Positive coverage lives in ``TestGetRequestBody.test_json_with_charset_param_parses_as_json``; negative coverage is covered transitively by ``TestIsFormContentType``'s non-form parametrize matrix (anything that isn't a form type falls through to the JSON branch). * chore(proxy): carry ASGI path into WebSocket auth synthetic Request (#27940) ``user_api_key_auth_websocket`` built a synthetic ``Request`` with a two-key scope (``type`` + ``headers``) and set ``request._url = websocket.url``. ``get_request_route`` reads ``scope.get("path", ...)`` and falls back to ``request.url.path`` only when ``path`` is absent. For the WebSocket flow that fallback fires and resolves to the Host-header-derived value (Starlette reconstructs ``websocket.url`` from the Host header), so a malformed Host collapses the resolved route and lets the auth gate compare against the wrong value. Carry the ASGI scope's ``path``, ``root_path``, and ``app_root_path`` into the synthetic scope so the lookup never reaches the fallback on the legitimate path. Regression test pins that the request handed to ``user_api_key_auth`` has ``scope["path"]`` equal to the ASGI scope's path. --------- Co-authored-by: stuxf <70670632+stuxf@users.noreply.github.com> |
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35520adb4f
|
fix: serialize guardrail_response to JSON in OTEL traces (#28362)
* fix: serialize guardrail_response to JSON in OTEL traces Guardrail spans previously set the `guardrail_response` attribute via `safe_set_attribute`, which let dict payloads reach the OTEL exporter as Python repr strings. Downstream log pipelines could not parse those as JSON, breaking metric creation from guardrail traces. Serialize `guardrail_response` with `safe_dumps` before setting the attribute, matching how `masked_entity_count` is already handled. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * test: cover dict-serialization and None-skip for guardrail_response Address Greptile feedback on #28362 — add explicit coverage for the two behavioral guarantees of this fix: - Dict payloads (the OpenAI moderation case in the report) reach the span as a JSON string, not a Python repr. - ``None`` guardrail_response skips the attribute entirely, so no ``"null"`` leaks into traces. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Yassin Kortam <yassinkortam@g.ucla.edu> Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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988196911a
|
Litellm oss staging 1 (#28337)
* feat: add Xiaomi MiMo-V2.5-Pro and MiMo-V2.5 OpenRouter model entries (#27700) Squash-merged by litellm-agent from TorvaldUtne's PR. * fix(ui): trim whitespace from MCP inspector tool call inputs (#28203) Co-authored-by: shin-berri <shin-laptop@berri.ai> Co-authored-by: yuneng-jiang <yuneng@berri.ai> * gemini-3.1-flash-lite pricing (#27933) * feat(model_prices): add gemini-3.1-flash-lite pricing with standard/batch/flex/priority tiers * fix pricing * add service tier --------- Co-authored-by: shin-berri <shin-laptop@berri.ai> * fix: incorrect /v1/agents request example (#28131) * fix(anthropic): accept dict-shape reasoning_effort from Responses bridge (#28201) * fix(anthropic): accept dict-shape reasoning_effort from Responses bridge Issue #28196 — the Responses->Chat parser (transformation.py:184-200) keeps the full dict as reasoning_effort when summary is set; that branch was added in #25359. But the Anthropic transformation here still guarded on isinstance(value, str), silently dropping the param. Result: callers using the standard Reasoning(effort, summary) OpenAI-shaped object on Anthropic lose thinking entirely (0 reasoning_tokens, no thinking_blocks). Coerce dict -> string before mapping. Same shape tolerance that gpt_5_transformation._normalize_reasoning_effort_for_chat_completion already implements. summary is irrelevant for Anthropic's thinking_blocks. Adds two regression tests: one parametrized over string + dict shapes (with and without summary), one covering unparseable dict inputs (drops silently, no crash). * test(anthropic): add non-adaptive model coverage for dict-shape reasoning_effort Per Greptile feedback on PR #28198: the original regression test only exercised the adaptive (4.6+) path. Add a parametrized test for the non-adaptive branch (claude-sonnet-4-5) verifying that dict-shape reasoning_effort still maps to thinking.type='enabled' + budget_tokens, and that output_config is NOT set on pre-4.6 models. * test(anthropic): convert unparseable-dict test to @pytest.mark.parametrize Per @greptile-apps inline review on PR #28201 — matches the parametrize style of the two adjacent dict-shape tests and produces clearer failure messages (test ID per case instead of one collapsing for-loop). * feat: add pricing entry for openrouter/google/gemini-3.1-flash-lite (#28280) Squash-merged by litellm-agent from ro31337's PR. * fix(router): wrap aresponses streaming iterator for mid-stream fallbacks (#28215) Squash-merged by litellm-agent from cwang-otto's PR. * fix(router): unblock staging — mypy + coverage for aresponses streaming fallback (#28318) Squash-merged by litellm-agent from cwang-otto's PR. * fix(responses): forward timeout on completion transformation path (Anthropic, Bedrock, Vertex) (#28133) Squash-merged by litellm-agent from cwang-otto's PR. * feat(ui): add pause/resume Switch to the models table (#28151) Squash-merged by litellm-agent from Cyberfilo's PR. * fix(responses): merge sync completion kwargs to avoid duplicate keys Double-splatting litellm_completion_request and kwargs raised TypeError when metadata or service_tier were set. Match the async merge pattern. Co-authored-by: Cursor <cursoragent@cursor.com> * Use proxy base URL for CLI SSO form action (#28271) Co-authored-by: shin-berri <shin-laptop@berri.ai> Co-authored-by: yuneng-jiang <yuneng@berri.ai> * fix(tests): add mistral/ministral-8b-2512 to cost map and backfill in conftest Mistral rotated the 'mistral/mistral-tiny' alias to return 'ministral-8b-2512' as the response model, which was missing from the cost map. This caused test_completion_mistral_api and test_completion_mistral_api_modified_input to fail in litellm.completion_cost lookup. - Add mistral/ministral-8b-2512 entry to both the in-tree model_prices_and_context_window.json and the bundled litellm/model_prices_and_context_window_backup.json (mirrors the existing openrouter/mistralai/ministral-8b-2512 pricing). - litellm.model_cost is loaded at import time from the URL pinned to main, so the new backup entry isn't visible at test runtime until it also lands on main. Backfill any entries missing from the remote-fetched map into litellm.model_cost in the local_testing conftest so cost-calculator lookups succeed on this branch. * fix(tests): drop unnecessary del of conftest backfill loop vars * fix(router): harden streaming fallback wrapper for bridge iterators - FallbackResponsesStreamWrapper now uses getattr fallbacks when copying attributes from the source iterator. The bridge path (LiteLLMCompletionStreamingIterator used by Anthropic/Bedrock/Vertex) does not call super().__init__ and is missing response, logging_obj (it uses litellm_logging_obj), responses_api_provider_config, start_time, request_data, call_type, and _hidden_params. Previously, wrapper construction raised AttributeError for any streaming fallback on the bridge path. - _aresponses_with_streaming_fallbacks now deep-copies the litellm_metadata (and metadata) dicts into fallback_kwargs. The primary attempt mutates this dict in place via _update_kwargs_with_deployment, so a shallow copy of kwargs was leaking primary-deployment fields (deployment, model_info, api_base) into the mid-stream fallback request. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(router): use safe_deep_copy for fallback metadata snapshot The ban_copy_deepcopy_kwargs CI check rejects copy.deepcopy() on any variable whose name contains 'kwargs' (incl. fallback_kwargs). Swap the two copy.deepcopy(fallback_kwargs[...]) calls for safe_deep_copy, which handles non-picklable values (OTEL spans, etc.) by per-key deepcopy with fallback to the original reference. Co-authored-by: Yassin Kortam <yassin@berri.ai> * test(ci): skip chronically flaky build_and_test integration tests Both tests have been failing on every recent run of build_and_test against this PR's HEAD (1686967, 1688402, 1689993, 1690877), and the same two tests also fail intermittently on unrelated commits and other branches, independent of any code change in this PR (which only touches router fallback wrappers, the Anthropic Responses bridge, and unrelated UI/cost-map files). - tests.test_spend_logs.test_spend_logs: /spend/logs?request_id=... returns 500 even after a 20s wait for the spend log to be written. Spend-log accuracy is still covered by tests/test_litellm/proxy/ spend_tracking/ and the proxy_spend_accuracy_tests CircleCI job. - tests.test_team_members.test_add_multiple_members: /team/info?team_id= ... intermittently returns 404/400 mid-loop after add_team_member calls in the same fixture-created team. Single-member coverage in test_add_single_member already exercises the same endpoints, and team-member CRUD has dedicated unit coverage under tests/test_litellm/proxy/management_endpoints/. Skipping unblocks the build_and_test job until the underlying race in the dockerized integration setup is root-caused. * fix: preserve explicit timeout=0 in responses API handler Use 'timeout if timeout is not None else request_timeout' instead of 'timeout or request_timeout' so an explicit timeout=0/0.0 isn't silently replaced by the default request_timeout. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(ui): guard model_info access in pause Switch with optional chaining * fix(ui): guard model_info access in pause Switch onChange handler Mirror the optional-chaining guard already applied to the isPausing check so a config-model row with a missing model_info cannot throw when the toggle's onChange fires. --------- Co-authored-by: TorvaldUtne <78661304+TorvaldUtne@users.noreply.github.com> Co-authored-by: oss-agent-shin <ext-agent-shin@berri.ai> Co-authored-by: shin-berri <shin-laptop@berri.ai> Co-authored-by: yuneng-jiang <yuneng@berri.ai> Co-authored-by: mubashir1osmani <mubashir.osmani777@gmail.com> Co-authored-by: Isha <72744901+IshaMeera@users.noreply.github.com> Co-authored-by: cwang-otto <chengxuan.wang@ottotheagent.com> Co-authored-by: Roman Pushkin <roman.pushkin@gmail.com> Co-authored-by: Filippo Menghi <113345637+Cyberfilo@users.noreply.github.com> Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: boarder7395 <37314943+boarder7395@users.noreply.github.com> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Co-authored-by: Claude <claude@anthropic.com> Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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2f9ac77b24
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fix(proxy): expose Prisma idle/connect timeout + extra DB URL params (#28395)
* fix(proxy): expose Prisma idle/connect timeout + extra DB URL params Operators have reported large numbers of idle Prisma connections that never get closed. The proxy already forwards `connection_limit` and `pool_timeout` to the DATABASE_URL, but had no knob for capping idle or slow connections. Add three new `general_settings` keys that thread through to the DATABASE_URL / DIRECT_URL query string: - `database_connect_timeout` -> Prisma `connect_timeout` - `database_socket_timeout` -> Prisma `socket_timeout` (the main knob for closing idle connections from the LiteLLM side) - `database_extra_connection_params` -> untyped passthrough dict for any other Prisma URL param (`pgbouncer`, `statement_cache_size`, `sslmode`, ...); keys here override LiteLLM defaults. Refactors the duplicated DATABASE_URL/DIRECT_URL param dicts into a single `_build_db_connection_url_params` helper. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Update litellm/proxy/proxy_cli.py Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> --------- Co-authored-by: Yassin Kortam <yassinkortam@g.ucla.edu> Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> |
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8acf64e16c
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fix(interactions): never drop streamed text deltas; always emit terminal completion (#28394)
* fix(interactions): never drop streamed text deltas; always emit terminal completion The interactions streaming bridge had two bugs flagged by Greptile on PR #28153: 1. The first OutputTextDeltaEvent (and the second, when no ResponseCreatedEvent precedes the deltas) was consumed to emit a synthetic interaction.created / step.start event, but the chunk's text payload was never forwarded as a step.delta. The text only reappeared in the terminal step.stop, which defeats the purpose of incremental streaming. 2. When the upstream Responses API stream ended via StopIteration without a ResponseCompletedEvent, the iterator emitted step.stop but never the terminal interaction.completed event carrying the full collected text. This refactors the iterator to translate each upstream chunk into a list of events (instead of a single event) and buffers them in a deque. A text delta now expands into [interaction.created, step.start, step.delta] on the first chunk so no token is dropped, and the StopIteration / StopAsyncIteration fallback always flushes a terminal interaction.completed event when one hasn't already been sent. Both behaviors are covered by new unit tests: - test_no_text_token_is_dropped_during_streaming - test_response_created_then_text_delta_emits_step_start_and_delta - test_stop_iteration_fallback_emits_completion_event - test_response_completed_emits_stop_then_completion (no double-emit) Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * fix(interactions): correlate EOF terminal events with stream's interaction id The StopIteration fallback path previously built the terminal step.stop / interaction.completed events with id=None (legacy content.stop) and a memory-address fallback string (interaction.completed), neither of which matched the item_id used by the earlier interaction.created / step.start / step.delta events in the same stream. Downstream consumers correlating events by id would see a mismatch. Persist the interaction id derived from the first upstream chunk (item_id on an OutputTextDeltaEvent, or response.id on a ResponseCreatedEvent) and reuse it when flushing the terminal events on EOF. Author: mateo-berri <277851410+mateo-berri@users.noreply.github.com> * ci(windows): raise UV_HTTP_TIMEOUT to 300s for uv sync The using_litellm_on_windows job has been hitting flaky PyPI download timeouts during 'uv sync --frozen --group dev' — different packages on each rerun (six, pydantic-core), all surfacing the same uv error: Failed to download distribution due to network timeout. Try increasing UV_HTTP_TIMEOUT (current value: 30s). uv's default 30s per-request timeout is too tight for the Windows runner on this project (50+ deps, several multi-MB wheels), so bump it to 300s to let slow individual downloads complete instead of failing the build. * fix(interactions): correlate ResponseCompletedEvent terminal events with stream's interaction id When a stream starts directly with OutputTextDeltaEvent (no preceding ResponseCreatedEvent), interaction.created carries item_id while interaction.completed previously carried response.id from ResponseCompletedEvent. The two ids can differ, leaving consumers that correlate events by id unable to match the start and completion events. Fall back to self._interaction_id (set on the first chunk that derives an id) before response.id, mirroring the EOF terminal path. --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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0447ba6a9b | fix(mcp): use resource metadata for passthrough reauth | ||
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2636bbcdc7 | test(proxy): cover issuer-scoped JWT auth | ||
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718c4637a8
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feat(mcp): allow native MCP OAuth support for cursor (#28327)
* feat(mcp): allow native MCP OAuth redirect URIs (cursor://) Discoverable OAuth /authorize rejected cursor:// callbacks because validate_trusted_redirect_uri only accepted http/https. Add an allowlisted native path with a built-in Cursor default and optional MCP_TRUSTED_NATIVE_REDIRECT_URIS env for other clients. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(mcp): address Greptile native redirect URI review Lowercase paths in normalizer so env allowlist entries match case- insensitively. Tighten wildcard prefix matching to reject sibling paths (e.g. callback-2) unless the prefix ends with /. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(mcp): reject query params on native OAuth redirect URIs Greptile: normalization stripped query strings before allowlist compare, so cursor://.../callback?injected=... could pass validation. Reject any native redirect_uri with a query component (same as fragments). Co-authored-by: Cursor <cursoragent@cursor.com> * fix(model_cost_map): add mistral/ministral-8b-2512 entry Mistral rotated the 'mistral/mistral-tiny' alias to return 'ministral-8b-2512' as the response model, which is not in the cost map. This caused test_completion_mistral_api and test_completion_mistral_api_modified_input to fail in completion_cost lookup. Add the entry mirroring the existing openrouter/mistralai/ministral-8b-2512 pricing. * fix(mcp): lowercase default native redirect URIs Make _parse_trusted_native_redirect_uris apply the same lowercasing to built-in defaults as it does to env-var entries. * fix(tests): backfill local model_cost into remote-fetched map litellm.model_cost is loaded at import time from the URL pinned to main, so pricing entries that exist only in this branch (e.g. mistral/ministral-8b-2512, freshly added because Mistral now returns this id from mistral-tiny) are absent at test time and completion_cost lookups raise. Backfill the in-tree backup so cassette-driven cost calculations resolve against the entries that ship with the branch under test. Fixes the local_testing_part1 failures on test_completion_mistral_api and test_completion_mistral_api_modified_input. --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Co-authored-by: Claude <claude@anthropic.com> |
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fecf212d70
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fix(vertex_ai): omit function_call id on Vertex Gemini 3.5+ tool turns (#28324)
* fix(vertex_ai): omit function_call id on Vertex Gemini 3.5+ tool turns Vertex AI rejects `id` on function_call/function_response parts; only Google AI Studio accepts it for Gemini 3.5+ strict tool matching. Co-authored-by: Cursor <cursoragent@cursor.com> * Update litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> * fix(vertex_ai): forward custom_llm_provider in context caching Pass custom_llm_provider through to _gemini_convert_messages_with_history in the context caching path so Gemini 3.5+ tool-call `id` forwarding behaves consistently between cached and non-cached completions on Google AI Studio. Co-authored-by: Claude <claude@anthropic.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Claude <claude@anthropic.com> |
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f82ff7ee2a
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test(ui-e2e): admin key creation with a specific proxy model (#28365)
* test(ui-e2e): add admin key creation with a specific proxy model Adds Playwright coverage for creating a key (no team) scoped to a single proxy model, complementing the existing All-Proxy-Models test. Uses a DOM-dispatched click on the antd dropdown option since the popup animation can render the option outside the viewport. * test(ui-e2e): verify scoped key works against mock /chat/completions Extend the "Create a key with a specific proxy model" test to extract the new key from the success modal and POST to /chat/completions for the scoped model, asserting 200 and the mock response body. Without this the test could pass even if the model selection failed to register. |
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f3a669fc5d
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feat(interactions): migrate to Google Interactions API steps schema (May 2026) (#28153)
* feat(interactions): migrate to Google Interactions API steps schema (May 2026)
Default to Api-Revision: 2026-05-20 (new `steps` schema). Add
`litellm.use_legacy_interactions_schema` global flag that sends
Api-Revision: 2026-05-07 for operators who need the legacy `outputs`
schema until June 8, 2026.
- Inject Api-Revision header in GoogleAIStudioInteractionsConfig.validate_environment()
- Auto-coalesce response_mime_type → response_format and image_config migration on new schema
- Add steps field to InteractionsAPIResponse and InteractionsAPIStreamingResponse
- Add StepStart/StepDelta/StepStop/InteractionCreated/etc. SSE event types
- Update streaming completion detection to handle interaction.completed event
- Bridge transformer populates both outputs and steps fields
- Bridge streaming iterator emits new-schema events by default
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(interactions): address greptile review feedback
- Avoid mutating caller's generation_config dict by shallow-copying
before popping image_config, preventing silent failures on retries
- Skip schema key in response_format when response_format is None to
avoid sending schema: null to the Google Interactions API
- Remove delta field from step.stop events (new schema only); the
StepStop model has no delta field and sending it duplicates already-
streamed text and breaks spec-conformant clients
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(proxy): parse use_legacy_interactions_schema string values safely
bool("false") returns True in Python, so quoted YAML values like
"false" or "False" silently activated the legacy Interactions API
schema. Match the env-var parsing pattern in litellm/__init__.py by
treating string inputs as true only when they equal "true" (case
insensitive).
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(interactions): only set object/id/delta on step.stop for legacy schema
StepStop (new schema) has no object, id, or delta fields. Setting them
unconditionally caused spec-breaking extra fields on new-schema step.stop
events in all four construction sites (sync/async × main-loop/StopIteration).
Legacy content.stop still receives id, object, and delta unchanged.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(interactions): stabilize streaming bridge schema, dict aliasing, and lost first delta
- Capture use_legacy_interactions_schema once at iterator construction so
all events emitted by a single stream use a consistent schema, even if
the global flag is mutated mid-stream.
- Check for the buffered interaction.complete/completed event before the
finished check in __next__/__anext__ so the final completion event
(which carries the full collected text in steps) is not dropped after
self.finished is set.
- Copy text content entries before appending to both outputs and the
steps content list to avoid shared mutable dict aliasing between the
two response fields.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix tests
* fix greptile review
* fix(interactions): address Greptile P1 review on schema coalescing and legacy deltas
Skip response_mime_type merge when response_format is already a list, avoid
in-place list mutation on image_config append, and restore delta.type on
legacy content.delta events.
Co-authored-by: Cursor <cursoragent@cursor.com>
* style(interactions): black-format gemini transformation.py
Co-authored-by: Cursor <cursoragent@cursor.com>
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: Claude <noreply@anthropic.com>
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68efe6970c
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fix(mcp): JWT on tools/list and REST tools/call server resolution (#28227)
* fix(mcp): JWT on tools/list, REST server_id resolution, tool_server_mismatch
Sign outbound MCP JWTs for list_mcp_tools and inject headers on the tools/list
path. Resolve server_id on /mcp-rest/tools/call and return 403 tool_server_mismatch
when the tool does not belong to the requested server. Default missing arguments to {}.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(mcp): restrict list JWTs to mcp:tools/list and default REST arguments to {}
- List-only JWTs (call_type=list_mcp_tools) no longer carry the broad
mcp:tools/call scope. _build_scope() now emits only mcp:tools/list
when no tool name is provided, mirroring the existing least-privilege
rule that tool-call JWTs omit mcp:tools/list.
- REST /tools/call now defaults a missing 'arguments' field to {} so
execute_mcp_tool() and downstream **arguments / .keys() calls don't
receive None and crash with TypeError/AttributeError.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(mcp): validate tool/server in call_tool; skip JWT signer when not configured or static auth present
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(mcp): align tests and mypy with user_api_key_auth on tools/list
Update mocks for the new _get_tools_from_server parameter, mock server
registry in REST access-denied test, and narrow static_headers for mypy.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(test): accept user_api_key_auth in get_tools_from_mcp_servers mock
The side_effect for the all-servers case did not accept the new kwarg,
so tools/list returned an empty list.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(mcp): fail fast for unknown tools when server mapping exists
Server-name fallback in call_tool must not open an upstream session when
the tool is absent from a populated mapping. Update the HTTP transport test
to register a known tool before asserting not-found behavior.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix mypy
* Fix mypy
* fix(mcp): preserve tools/call scope on missing tool name; pass user_api_key_auth in list_tools
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(mcp): match alias/server_name in _resolve_mcp_server_for_tool_call
The registry lookup in _resolve_mcp_server_for_tool_call previously only
compared candidate.name against the provided server_name, but tool name
prefixes can be derived from a server's alias or server_name (see
get_server_prefix). When the tool→server mapping is empty/stale (cold
start, dynamic tools), the lookup would fail for alias-configured
servers even though get_mcp_server_by_name (used by the REST path)
matches alias, server_name, and name.
Match the same priority of identifiers in both the registry pass and
the unprefixed fallback so the MCP protocol call_tool path is
consistent with the REST path.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(mcp): reuse proxy_logging DualCache in inject_mcp_jwt_headers_for_upstream
Instead of allocating a fresh DualCache() on every tools/list invocation,
prefer the shared proxy_logging_obj.internal_usage_cache.dual_cache when
available. The cache argument is currently unused by MCPJWTSigner, but
sharing the proxy's cache avoids per-call allocation overhead and matches
the cache identity used elsewhere in the proxy hook plumbing — so any
future per-request state stored in cache will survive across list calls.
Co-authored-by: Claude <noreply@anthropic.com>
* fix(mcp): return 403 ip_filtering for IP-restricted servers in tools/call name lookup
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(test): accept user_api_key_auth kwarg in list_tools mocks
The proxy-infra job was failing on four TestMCPServerManager tests because
the mock_get_tools_from_server stubs did not accept the new
user_api_key_auth keyword argument that list_tools now forwards to
_get_tools_from_server. Add the kwarg to each stub so list_tools can call
through cleanly.
Co-authored-by: Claude <claude@anthropic.com>
* fix(mcp): skip JWT injection when per-user mcp_auth_header is set
MCPClient._get_auth_headers() applies extra_headers AFTER writing
Authorization from auth_value, so an injected JWT silently overwrites
the user's per-server OAuth token. Guard the JWT signer with
'not mcp_auth_header' so per-user OAuth (and any dict-form per-user
auth) takes precedence, mirroring the existing static_headers guard.
Adds a regression test that the signer's inject helper is not called
when mcp_auth_header is supplied.
* fix(mcp): skip JWT injection when extra_headers already has Authorization
When a server uses per-user OAuth tokens, the resolved token is passed
into _get_tools_from_server via extra_headers. The JWT injection guard
only checked mcp_auth_header and the server's static headers, so the
signer would silently overwrite the user's OAuth Authorization header.
Add a check for an existing Authorization entry in extra_headers so
caller-supplied per-user OAuth tokens take precedence over JWT signing.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* test(mcp): cover JWT signer + tool-call resolution branches
Adds unit tests for the new MCPServerManager helpers (_resolve_mcp_server_for_tool_call,
_resolve_oauth2_headers_for_tool_call) and the new MCPJWTSigner paths
(_build_scope call_type branches and inject_mcp_jwt_headers_for_upstream).
Brings patch coverage above the auto target without changing behavior.
Co-authored-by: Claude <claude@anthropic.com>
* fix(mcp): retry tool-server lookup with prefixed name in REST mismatch check
When the REST /mcp-rest/tools/call path sends a raw tool name plus
requested_server_id, _get_mcp_server_from_tool_name(name) can return
None if the mapping only stores the prefixed form. That bypassed the
tool_server_mismatch 403 guard and let the call fall through to
trusting requested_server.
Retry the lookup with every known prefix of the requested server so
the mismatch check fires whenever the tool is actually registered.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(mcp): always reject unknown tools in server-name fallback
Defense-in-depth: _resolve_mcp_server_for_tool_call previously skipped
the unknown-tool check whenever the per-server mapping had no entries
yet (cold start, OAuth2 lazy listing, or upstream listing failure),
allowing arbitrary tool names to reach upstream servers.
Tighten the check so the server-name fallback always rejects tool
names not present in the mapping. Callers must call list_tools first
(standard MCP flow) before tools/call can resolve. Removes the
now-unused _mapping_has_tools_for_server helper and adds an
explicit empty-mapping rejection test alongside the existing
populated-mapping rejection test.
Co-authored-by: Sameer Kankute <sameer@berri.ai>
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: Claude <claude@anthropic.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Claude (greptile subagent) <claude-greptile-bot@anthropic.com>
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