Follow-up to #31411 (superseded and merged as #31997). Two related fixes
so LiteLLM callers see what TinyFish actually returns, plus small
correctness cleanups.
## Response headers surfaced on _hidden_params
TinyFish sets useful response headers (x-request-id on every response,
retry-after and x-ratelimit-limit on 429s). Previously these were only
accessible via BaseLLMException.headers on error paths; on the success
path they were dropped entirely.
Fix: stash headers on both LiteLLM-conventional channels, matching the
pattern used by Gemini / Volcengine / Manus / ChatGPT / OpenAI-responses
providers.
- `_hidden_params["headers"]` -- raw dict from httpx, all keys lowercased.
- `_hidden_params["additional_headers"]` -- passed through
process_response_headers, which prefixes any x-litellm-* provider
header with `llm_provider-` so downstream LiteLLM code that trusts
bare x-litellm-* markers can't be spoofed (values still survive
under the prefixed key for observability).
## Top-level response extras (query, total_results, page, future fields)
transform_search_response was building a fresh SearchResponse from just
`results`, silently dropping every top-level field TinyFish's response
carries beyond `results` / `object`.
Fix: mutate parsed.results to its truncated slice and return the same
SearchResponse instance rather than reconstructing. Every field pydantic
populated during model_validate -- declared attributes AND extras
(query, total_results, page, parameter_warnings, and any future TinyFish
additions) -- survives regardless of which storage bucket holds it.
Robust against upstream schema evolution: if LiteLLM later promotes a
field from extras to declared, this code needs no change.
## Code cleanup
- List-valued custom params JSON-encoded on the wire (matching the
existing dict handling), so callers can pass a natural Python list
for JSON-array wire params.
- URL-encodable-params adapter accepts float in addition to
str / int / bool; server-side rejection of a wrong-typed float now
surfaces cleanly with `TinyFish Search:` attribution + docs link.
- Assorted comment / docstring / test-fixture hygiene (no logic changes).
## Tests
70 unit + integration tests pass locally. Live-tested against
production TinyFish with 6 diverse queries (basic / max_results /
country=US / language=ja / domain filter / fetch={"format":"html"}) --
all 6 pass every expected-behavior check.
* test(realtime): record and replay websocket traffic in redis vcr cassettes
* style(realtime): ruff-format ws-vcr harness
* fix(realtime): warn instead of silently disabling ws-vcr when the redis client cannot be built
* fix(mcp): drop the cached per-user OAuth token when the credential row changes
The v2 authorization_code chain Cached(Refreshing(V2PerUserTokenStore)) caches a positive token
until its expires_at (or 300s without one), and CachedOAuthTokenStore.invalidate had no callers,
so a re-authorization or revocation wrote the DB while egress kept serving the replaced token
from the in-process cache until its TTL. LazyPerUserOAuthTokenStore now exposes invalidate,
MCPServerManager threads it to the write side, and the three credential write sites (the OAuth
callback, the Tools-tab persist endpoint, and the revoke endpoint) drop the cache entry after
the row changes. The v2 refresher's own persist stays untouched; RefreshingTokenStore already
feeds the rotated token back into the cache in the same fetch
* test(mcp): pin cache invalidation on the revoke already-gone branch
Greptile's review flagged that only the happy-path delete asserted the invalidate; a refactor
moving the call inside the try block would silently skip the cache drop when the row was
already deleted by a concurrent request while the cache still held the revoked token. The new
test fails on exactly that mutation
* test(mcp): cover invalidate on the redis-backed lazy store path
Codecov flagged the redis fast path of LazyPerUserOAuthTokenStore.invalidate as unexercised;
the existing invalidate tests only ran the no-redis chain. The new test builds the redis chain
via a fetch and asserts a subsequent invalidate reaches the same store instance without a
rebuild
Add a tag_rpm_limit field to virtual keys so each request tag gets its own independent RPM counter on the v3 rate limiter. A key configured with per-tag limits tracks each tag/group separately, and requests whose tag has no configured limit fall back to the key-level limit. Includes the dashboard UI to manage per-tag limits on key create and edit.
Resolves LIT-3147
* feat(ui): expose MCP max_concurrent_requests in server create and edit forms
The proxy has enforced a per-server outbound tool-call concurrency cap
(max_concurrent_requests) across every MCP egress path since #31641, and the
management API has accepted the field on create and update all along, but the
dashboard offered no way to set it. Add an optional Max Concurrent Requests
input to the MCP server create and edit forms; it applies to every auth type
and transport, so it renders unconditionally rather than gated on auth mode.
Clearing the field on edit sends null so the stored limit is unset.
Also rebuild the per-server semaphore when the configured limit changes.
Previously the semaphore was created once per server_id and never resized, so
an edited limit only took effect after a proxy restart even though the new
value was persisted and reloaded into the registry.
* feat(ui): mark MCP max concurrent requests field label as optional
* test(ui): stop OBO create-form tests from timing out on CI
The token-exchange payload test and the Entra scope-required test filled five
text fields with user.type, which dispatches a full keystroke sequence per
character; every input event runs the antd form onValuesChange handler and
re-renders the whole CreateMCPServer tree, roughly 120 renders per test. As
the form grew the two tests reached 8s and 18s locally, which crosses the 30s
vitest timeout on slower CI containers; ui_unit_tests failed twice this way.
Switch the plain text fields to fireEvent.change (one input event per field),
matching the existing stdio test pattern. Both tests assert form output, not
keystroke behavior, and now run in about 3s each.
* ci(responses): bound azure shell tool e2e call and enforce per-test timeout
The azure variant of test_responses_api_shell_tool always makes a live
Azure call (its skip outcome means no VCR cassette is ever persisted).
When Azure held the connection instead of answering, the call sat on
litellm's 6000s responses deadline until CircleCI killed the whole job
via no_output_timeout after 15m of silence (job 2013288).
Bound the e2e call at 90s and skip on litellm.Timeout, matching the
existing InternalServerError and BadRequestError skips, and give the
llm_responses_api_testing job the same pytest-timeout guard the
llm_translation_testing job already uses so no single hung test can
consume the 15m no-output window again.
* test(responses): drop job-level pytest timeout, keep shell tool 90s bound
* fix(passthrough): stream non-sse passthrough responses instead of buffering in memory
Non-SSE passthrough responses were fully read into proxy memory (content = await response.aread()) before the first byte reached the client. For large non-JSON bodies such as Anthropic batch results jsonl files this ballooned proxy RSS to a multiple of the file size and produced near-total TTFB dead air, letting intermediaries kill the silent connection and truncate the download.
The upstream request is now sent with httpx stream semantics and the buffering decision is made from the response headers: application/json (and +json) bodies plus upstream errors keep the buffered behavior since spend logging, guardrails and managed-id rewriting inspect them, while every other 2xx body is relayed as a StreamingResponse that iterates upstream bytes without accumulating them, preserving status code and headers (including x-litellm-*) and firing the success-handler logging with response_body=None once the stream completes.
* fix(passthrough): log client disconnects mid-stream and derive test client cache key from production code
* test(passthrough): intercept AsyncClient.send in legacy passthrough tests and assert final wire params
* test(passthrough): fail with a clear assert when the passthrough client cache scan misses
* fix(utils): resolve bedrock regional inference profiles to regional pricing in get_model_info (LIT-4056)
* test(register_model): use a triple provider prefix as the unresolvable-key fixture
get_model_info now resolves bedrock/bedrock/... like a routing prefix, so the
double-prefix fixture stopped exercising the register_model fallback path.
Lock the new double-prefix resolution in as a model-info regression test
In a listing fan-out over a scope containing more than one server that
consumes the caller's Authorization (true_passthrough, oauth_delegate,
or the legacy delegate/passthrough shapes), the request-wide bearer is
now withheld from the new modes instead of being replayed against every
upstream (RFC 9700 cross-resource replay). Explicitly-addressed
operations (tool call, get_prompt, read_resource, single-server routes)
keep forwarding it.
Multi-server aggregates use the per-server x-mcp-{alias}-authorization
header instead: its value now feeds the passthrough resolver arm as the
inbound token and wins over the request-wide header, binding one token
to one server.
* fix(passthrough): stop request params from clobbering merged target query params
* fix(passthrough): rewrite managed ids in query params before folding them into the URL
* fix(ui): scope key models dropdown options to the key's team
A teamless key no longer offers the all-team-models option in the create and
edit forms; the backend expands that sentinel to the full proxy model list when
no team is attached, which is rarely what the user intended. A team key no
longer surfaces the all-proxy-models sentinel that leaks in verbatim when the
team's own model list carries it; the dropdown keeps All Team Models plus the
team's individual models.
Adds browser coverage to the management e2e suite: playwright (an optional
dependency behind importorskip) drives the proxy-served dashboard at /ui,
asserts the dropdown options a real user sees for teamless and team keys on
both create and edit, and walks the create modal end to end, reading the
persisted key back through /key/info.
* fix(ui): offer all-proxy-models on teamless keys in the models dropdown
A teamless key has no team allowlist to inherit, so the dropdown now offers All
Proxy Models in place of All Team Models on both the create and edit forms, with
the same exclusive-selection handling. Component and browser e2e tests updated to
pin the swapped option pair; the teamless create case now also walks the modal end
to end and reads the persisted key back through /key/info.
* test(ui): update no-team key creation spec to pick All Proxy Models
The create modal no longer offers All Team Models without a team; the teamless
path now offers All Proxy Models, which is what this spec exercises
* fix(ui): gate All Team Models on the team object being loaded
When a key has a team_id but the teams prop does not yet include the matching team, availableModels stays empty and the models dropdown rendered All Team Models on its own with nothing to compare against. Gate the option on the team object being present so it only appears once team models are known, and add a regression test for the loading state
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): filter all-proxy-models from teamless model fetch in key edit form
The teamless fetch path stored modelAvailableCall results without excludeProxyWideSentinel, so an all-proxy-models entry in the response rendered a second option colliding with the hardcoded All Proxy Models sentinel. Apply the same filter used on the team path and add a regression test asserting the sentinel option is not duplicated
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: Mubashir Osmani <mubashir@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Root cause: PR #30867 removed request-time os.environ/ expansion in
BaseAWSLLM.get_credentials. That is only safe if config-load pre-resolves
os.environ/ refs so the value reaching get_credentials is already the real
secret. The YAML config path has always done this. The DB-load path
(ProxyConfig._resolve_db_litellm_param) only re-expanded keys in a hardcoded
whitelist (_DB_LITELLM_PARAM_ENV_REF_KEYS) plus short-circuited env-ref
resolution entirely for team-scoped rows. PR #32256 extended that whitelist
to 18 keys to unblock a customer whose Bedrock model with aws_role_name:
os.environ/BEDROCK_ASSUME_ROLE_ARN broke on v1.90+, but the whitelist is
structurally fragile: every future auth field breaks the same way until
someone remembers to add it
Fix: remove the whitelist and the team-scope short-circuit. The DB-load
resolver now expands os.environ/ on every string field, matching the YAML
path. Trust boundary stays on the write side: only PROXY_ADMIN can create
team_id=None rows, only team admins of a team can create rows scoped to
that team, and the request-body vector is still blocked by
_BANNED_REQUEST_BODY_PARAMS. Team-scoped rows now resolve env refs — this
is a deliberate LIT-3831 threat-model expansion trusting team admins for
env-var reads
Regression tests in tests/test_litellm/proxy/proxy_server/test_proxy_config.py:
- test_ProxyConfig__add_deployment_resolves_env_refs_after_db_decrypt pins
admin-scoped rows resolve every field (previously api_base stayed literal)
- test_ProxyConfig__add_deployment_resolves_team_env_refs pins team rows
resolve env refs (previously stayed literal)
- test_ProxyConfig__add_deployment_resolves_env_refs_on_arbitrary_field pins
the no-whitelist invariant against a made-up field name
- test_ProxyConfig__add_deployment_resolves_env_refs_for_aws_bedrock_auth_params
(from #32256) still passes
- Path B counterparts (decrypt_model_list_from_db) mirror the above
Left as followups (not fixed here):
- /model/info and /v2/model/info still echo resolved values for fields not
in the current pop-list (aws_role_name, aws_sts_endpoint, api_base, etc.).
Fix is to extend remove_sensitive_info_from_deployment; separate PR
- Master-key rotation reads DB rows via decrypt_model_list_from_db which
now resolves universally, so rotation collapses env-refs into hardcoded
values. Pre-existing bug for the 6 previously-whitelisted fields; wider
surface after this PR. Separate PR
oauth_delegate forwards the caller's token to the upstream, which validates its
audience, so the protected-resource metadata must keep resource pointing at the
upstream (returned verbatim, like true_passthrough) rather than rewriting it to
the gateway. Rewriting to the gateway asks the client to mint a token bound to
the gateway audience, which a strict IdP (Entra) refuses to issue for an
unregistered resource and a spec-compliant upstream rejects on receipt. The
legacy is_oauth_passthrough opt-in keeps the gateway rewrite unchanged.
Both modes advertised LiteLLM as the authorization server and answered initialize locally, so a client with no token connected empty and was never driven into the upstream OAuth flow. The protected-resource discovery now proxies the upstream metadata for both modes (verbatim for true_passthrough, resource rewritten to the gateway for oauth_delegate), and the preemptive 401 emits the matching challenge: oauth_delegate uses the gateway-proxied resource_metadata once admission passes, true_passthrough probes the upstream anonymously and surfaces its WWW-Authenticate verbatim so the client authorizes directly against the upstream
Introduce two first-class MCP server auth_type values that make LiteLLM's
role in upstream authentication explicit, added alongside the existing
delegate_auth_to_upstream / oauth_passthrough flags without changing their
behavior.
true_passthrough is a transparent proxy: LiteLLM performs no admission auth,
requires no x-litellm-api-key, mints/stores/refreshes nothing, and forwards the
client's Authorization to the upstream exactly as received. oauth_delegate keeps
normal LiteLLM admission (x-litellm-api-key / SSO / JWT) and then forwards the
client's separate upstream Authorization unchanged; the admission credential is
never forwarded upstream.
Both modes forward the caller's token via the existing extra_headers path and
defer egress credential resolution to v1 (the v2 to_server_spec returns None for
them). Upstream 401/403 responses are surfaced rather than swallowed so upstream
OAuth challenges are preserved. Servers in either mode require per-user auth, so
userless health checks are skipped.
* feat(mcp): let users select the entra_obo token_exchange profile in the UI and API
The backend token_exchange arm supports two wire dialects via token_exchange_profile
("rfc8693" default, or "entra_obo" for Microsoft Entra's On-Behalf-Of, the RFC 7523
jwt-bearer grant), but it could only be set through config.yaml. This surfaces it to the
create/update REST API and the dashboard so an admin can create an entra_obo server there,
completing the parity started in the parent PR for the other token-exchange fields.
token_exchange_profile becomes a dedicated column on LiteLLM_MCPServerTable, mirroring the
sibling fields: it is added to the request models, read column-first in
build_mcp_server_from_table with the credentials-blob as a back-compat fallback and a
default of rfc8693, and carried through both runtime-to-table builders so registry
round-trips preserve it. It is a non-secret dialect selector, so it is not scrubbed from
non-admin or virtual-key responses.
In the dashboard a Profile dropdown (RFC 8693 vs Microsoft Entra OBO) is added to the
token-exchange section. Entra OBO carries the target resource in the scope, so selecting it
makes the scope required and hints the api://<app-id>/.default form, while audience and
subject_token_type (which that dialect ignores) are hidden.
* fix(mcp): extend the blob-to-column lift and non-admin scrubbing to token_exchange_profile
token_exchange_profile gets the same storage contract as the other three
token-exchange settings: the column is authoritative, a blob copy is the legacy
shape — lifted into the column on every write and stripped from the stored
blob — and switching auth_type away from token exchange clears it
(_AUTH_FLOW_SCOPED_FIELDS). Both restricted-view sanitizers scrub it for
uniformity, and the edit form's auth-switch payload nulling includes it.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* test(mcp): assert every token-exchange setting is configurable via config.yaml
Pins the config surface: token_exchange_endpoint, audience, subject_token_type
and token_exchange_profile load from top-level config keys onto the built
server and through to the resolver spec; omitted keys resolve to their
documented defaults (RFC 8693 subject token type, rfc8693 profile), and
token_exchange servers need no oauth2_flow.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
The token_exchange (OBO) branch of _call_regular_mcp_tool built its coroutine
by calling _obo_call_tool_with_retry directly, outside the
_limit_outbound_concurrency context manager that the regular branch uses. OBO
tool calls (and the internal re-mint retry, which issues a second upstream
call_tool) therefore bypassed the per-server max_concurrent_requests semaphore,
so an authenticated caller could run unlimited concurrent tool calls against an
OBO MCP server despite an admin-configured limit.
Wrap the OBO coroutine in _limit_outbound_concurrency the same way the regular
path does, holding one permit across the initial call, the on-401 re-mint, and
the retry, so OBO calls honor the configured cap.
* fix(bedrock): stop stale SigV4 headers clobbering fresh signature on re-sign
When the Anthropic /v1/messages strip-thinking-and-retry path re-signs a
Bedrock request, _sign_request received attempt 1's already-signed headers
and copied the old Authorization and X-Amz-Date back over the freshly
computed SigV4 signature, so the retry POSTed the stripped body with a
signature for the original body and AWS returned 403 SignatureDoesNotMatch.
Skip SigV4-computed headers (authorization, x-amz-date,
x-amz-security-token, date) when restoring caller headers after signing,
and only preserve a caller-supplied Authorization that is not itself a
SigV4 header so bearer-token setups keep working.
* fix(bedrock): apply the same stale-header guard to get_request_headers
test_text_message_blocked_by_guardrail_no_ai_response classified the
model's reply against a safe_markers keyword list to decide whether the
guardrail had blocked the message. gpt-realtime words its refusal of the
guardrail's "say exactly" voice prompt nondeterministically, so any new
phrasing outside the list turned CI red on unrelated PRs; the list had
already been extended in #28191, #28200 and #29477, and drifted again to
"Sorry, I can't comply with that request" (11 of the 13 failed
realtime_translation_testing runs since 2026-06-24, e.g. CircleCI job
2009316 on #32380).
Record every frame the proxy sends to the backend through a
RecordingBackendWebSocket wrapper and assert the invariant the product
actually guarantees: the blocked phrase never reaches OpenAI, only the
guardrail's own conversation.item.create and response.create are
forwarded (the client's reflexive response.create is dropped), and the
blocked phrase never appears in AI output. Replace the fixed
0.3s/3.0s sleeps with an event-driven wait for response.done; client
frames are processed sequentially so no inter-message sleep is needed.
Verified by mutation: disabling the response.create drop fails the
response.create count assertion, and disabling the guardrail fails the
guardrail_violation assertion.
* feat(mcp): support oauth2_token_exchange auth type via REST API and dashboard
OAuth 2.0 Token Exchange (RFC 8693, a.k.a. OBO) for MCP servers could previously only be
configured through config.yaml; the create/update REST API and the dashboard had no way to
express it. This wires token_exchange_endpoint, audience, and subject_token_type end to end.
These three are persisted as dedicated columns on LiteLLM_MCPServerTable, mirroring how token_url
and oauth2_flow are stored, so the edit form prefills them and they are unaffected by the
credentials-blob clearing on auth_type change. build_mcp_server_from_table reads the columns first
and falls back to the credentials blob so servers persisted before the columns existed still load.
client_id and client_secret continue to ride the existing encrypted credentials path.
On the dashboard, "OAuth Token Exchange (OBO)" is a distinct auth-type option with its own field
section. The McpOAuthMode classifier gains a token_exchange arm keyed off auth_type; the previous
catch-all oauth2 mode was renamed from "obo" to "authorization_code" so the two on-behalf-of
mechanisms are no longer conflated. The token-exchange IdP endpoint and audience are scrubbed from
non-admin and virtual-key responses, matching how token_url is treated.
* fix(ui): gate the MCP list-401 re-auth on authorization_code, not token_exchange
The renamed 401 gate keyed off isTokenExchange, but that condition exists for authorization_code:
when a stored per-user credential is present yet the tools/list 401s (the backend's refresh could
not mint a token), the user must re-authorize via the browser flow. token_exchange has no
gateway-side authorize step, so the Authorize gate never applied to it. The prior isObo flag was
undefined (a compile error) and, per this file's convention and its tests, meant authorization_code;
renaming it to isTokenExchange changed the behavior and broke the mcp_tools auth-gate test for an
authorization_code server whose token expired with no usable refresh. Gate on isAuthorizationCode
instead and drop the now-unused isTokenExchange
* fix(mcp): clear flow-scoped endpoint config when a server's auth_type changes
Switching an existing oauth2 server to oauth2_token_exchange left the old flow's
token_url on the row. The OBO resolver treats token_exchange_endpoint or token_url
as the configured exchange endpoint, so the stale value both suppressed the RFC
9728/8414 discovery this PR adds and sent the exchange grant (client credentials
plus the user's subject token) to the previous flow's token endpoint
update_mcp_server now mirrors its existing stale-credentials rule for the
flow-scoped columns (authorization_url, token_url, registration_url, oauth2_flow,
token_exchange_endpoint, audience, subject_token_type): when auth_type changes,
each one is cleared unless the same request explicitly provides it, so a
deliberate override in the switch request still wins. Updates that keep the
auth_type never touch these columns, which keeps legacy OBO rows that use
token_url as their exchange endpoint working
The edit form sends explicit nulls for the previous flow's fields on an auth type
switch; antd preserves unmounted field values by default, so without this the old
token_url would be re-sent verbatim and read as an explicit override. Transitions
are detected against the persisted auth_type, so saves that keep the auth type
send nothing extra
Reported by Cursor Bugbot on the PR
* fix(mcp): lift legacy blob token-exchange settings into their columns on every write
The three token-exchange settings live in dedicated columns but also exist on
MCPCredentials as the pre-column REST shape. Writes now lift incoming blob
values into the columns (an explicit top-level value wins, including an
explicit null) and strip them from the stored blob; the same-auth credentials
merge migrates legacy rows the same way. The read-time column-or-blob fallback
then only ever serves rows current code has never written, so clearing a column
to re-enable RFC 9728/8414 discovery can no longer be silently undone by a
stale blob copy.
Also asserts the auth-switch clearing fires on the external fields_set path
(PUT /v1/mcp/server).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* refactor(mcp): single source for the RFC 8693 default subject_token_type
The default was applied at four egress build sites plus two model defaults,
each with its own copy of the literal. All sites now share
DEFAULT_SUBJECT_TOKEN_TYPE from litellm.types.mcp. A DB-level DEFAULT is
deliberately not used: Prisma writes explicit values on insert, so a column
default would rarely apply, and NULL-means-RFC-default keeps existing rows
correct.
Also documents two review decisions in place: the audience column keeps the
RFC 8693 parameter name (RFC 8707 resource indicators are already a separate
concept named resource in the v2 egress types), and the migration's
out-of-order timestamp is safe under prisma migrate deploy.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* chore: fix import sort order in outbound_credentials/types.py (I001 strict budget)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* fix(mcp): purge legacy blob copies when a token-exchange column is written without credentials
The migrate-on-write in the credentials merge lifts blob values into null
columns, which is correct for legacy rows but could repopulate a column an
admin had cleared in an earlier no-credentials update (that path never touched
the blob, so the stale copy survived to be lifted later). An explicit
token-exchange column write (set or clear) now migrates the row even when the
update carries no credentials: untouched null columns are lifted, every blob
copy is stripped, and unrelated blob keys stay as-is. A cleared column can then
never be resurrected, because no write path leaves a blob copy behind.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* docs(mcp): state the blob-to-column lift contract on the legacy credential keys
The three token-exchange keys on MCPCredentials are the pre-column REST shape
(the only REST shape from 2026-05 until this PR). Document on both the blob
type and the request models that the dedicated columns are authoritative and
that writes lift blob values into them and strip the stored copy.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* fix(mcp): scrub subject_token_type in the non-admin and virtual-key sanitizers
The other two token-exchange fields were cleared while subject_token_type was
left visible. It is a public RFC 8693 URN with no disclosure value, but the
sanitizers' rule is that these views receive no token-exchange config at all —
cleared for uniformity.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Introduce the e2e coverage denominator: 282 behavior cells across the six
tracking modules (LLMs, MCPs, Management/UI, Reliability & Performance,
Logging & Guardrails, Other), one validated YAML row each, plus a collector
that diffs the registry against @pytest.mark.covers markers and reports
coverage per module.
The registry rows validate against a pydantic discriminated union so a row
cannot carry a field from another module. The collector is static: a
collect-only pass reads the markers, so it runs no test and needs no live
proxy. Register the covers marker suite-wide so that pass works under
--strict-markers.
This is a draft for review. Tiers are proposed rather than signed off, and a
few cells still need a support check or a prune.
* feat(ui): OAuth flow selector on the MCP edit page
The edit form had no flow selector: oauth_flow_type was watched but never registered,
so isM2MFlow was always false in edit mode and the flow could only be changed over
REST. That left the backfill's remediation for ambiguous legacy rows (client creds +
token_url, no interactive signal, left unstamped) without a dashboard path
The oauth2 section now opens with an OAuth Flow Type select. Explicit rows prefill
their stored value and re-persist it on save; legacy null rows show a placeholder
instead of a fake preselection, and an untouched save still writes nothing, so the
form never guesses on the admin's behalf. Choosing Machine-to-Machine (M2M) persists
oauth2_flow=client_credentials, choosing Interactive (PKCE) persists
authorization_code, which is exactly the assertion the backfill warning asks for.
Registering the field also brings the existing isM2MFlow gating in the edit form to
life, so M2M rows stop showing the interactive-only token-validation fields
Tests cover the prefill round-trip for both explicit values, the untouched null row
writing nothing, and both selections persisting on a legacy null-flow row
* fix(mcp): registry-to-table conversions must carry oauth2_flow
_build_mcp_server_table and the health-check table builder dropped oauth2_flow when
converting registry servers for GET /v1/mcp/server (list and by-id), so the dashboard
never received the persisted flow: the edit page could not prefill the selector, M2M
gating never activated, and the tools page classifier saw every oauth2 server as
interactive regardless of the column. Found live while proving the edit-selector
persistence path end to end; the write side was fine (PUT persists and the column
reads back correctly), the read side was dropping the field at the conversion
Both builders now carry oauth2_flow; regression test pins the conversion
* docs(mcp): flag _resolve_oauth2_flow as security-sensitive in its docstring
The prior wording ('not called directly by security sites') could read as if the
function has no security relevance, when it is the shape-inference engine both
request-time security helpers delegate to. Reword to state that plainly: it decides
M2M-vs-interactive for an unstamped row, must always be reached through
effective_oauth2_flow or resolve_oauth2_flow_for_request, and its M2M-shape branch
must not be weakened without accounting for those callers. Docstring-only; no logic
change
Raised by review on the stacked PR
* refactor(ui): extract oauth2FlowToFormValue helper for the MCP OAuth flow prefill
The edit form derived the OAuth Flow Type select value from the stored oauth2_flow
with a nested ternary duplicated at two call sites. Extract the mapping into a named
helper in types.tsx (next to getMcpOAuthMode and the flow constants): client_credentials
-> M2M, authorization_code -> Interactive, null/unset -> undefined so the select shows
its placeholder instead of a guessed default. The tool-config call site keeps its
null -> Interactive display fallback via a trailing ?? OAUTH_FLOW.INTERACTIVE, so
behavior is unchanged. Adds unit tests for the helper; the existing prefill/save tests
already cover the call sites
* feat(ui): surface and warn on an unset MCP oauth2_flow (server card + edit page)
An oauth2 MCP server whose oauth2_flow was never classified (legacy null row the
backfill left ambiguous) now advertises that it needs attention instead of silently
falling back. The server card shows an 'OAuth flow not set' warning tag for any
auth_type=oauth2 server with no oauth2_flow, so admins can spot them in the list
without opening each one. The edit page shows a warning alert directly under the new
OAuth Flow Type selector while the flow is unset, and it clears the moment a flow is
picked.
Delegate (delegate_auth_to_upstream) servers are excluded from both: they authenticate
via upstream PKCE passthrough and route to passthrough regardless of oauth2_flow, so
the M2M-vs-interactive classification does not apply and prompting for it would be a
false alarm. The edit page reads the delegate state from the watched switch when it is
mounted and falls back to the stored value otherwise (useWatch returns undefined for an
unmounted field).
Also adds end-to-end coverage of the null-flow chain the selector depends on:
build_mcp_server_from_table carries oauth2_flow=None verbatim into the GET response,
so the dashboard maps it to undefined and shows the placeholder rather than a guessed
default. Tests: backend null carry, the select prefill display for all three states,
the edit-page warning show/hide/clear-on-select and delegate exclusion, and the card
badge across oauth2/non-oauth2, stamped/unstamped, and delegate
UI session tokens carry the virtual team_id litellm-dashboard (UI_TEAM_ID),
which is never persisted. The MCP team-permission helpers passed it to
get_team_object anyway, so every dashboard MCP listing raised a 404 per
lookup that was swallowed into per-server 'Failed to get allowed tools for
server' warnings (plus the sibling 'allowed MCP servers for team' and 'MCP
access groups for team' warnings) and wasted DB queries. The 404 also
escaped past the key-level permission handling in
get_allowed_tools_for_server, dropping key tool restrictions for such
sessions.
Short-circuit the virtual team before the DB lookup in the three helpers,
mirroring the existing UI_TEAM_ID handling in agent_permission_handler.
Also reject /team/new with the reserved team_id, since a real row would
bind its budget and permissions to every UI session
* fix(main): stop per-request custom pricing from clobbering shared model_cost pricing
A request routed through a wildcard deployment with explicit zero pricing
(e.g. openai/* with input_cost_per_token: 0) registered that pricing on the
shared {provider}/{model} key in litellm.model_cost, so sibling deployments
relying on built-in pricing logged $0 until process restart (LIT-3991).
Request-time registration in completion()/embedding() now mirrors the
router-startup isolation: router-originated requests register full pricing
under the deployment's unique model id only, while the shared backend key
receives the entry with custom pricing fields stripped. Direct SDK calls
without a router deployment id keep the legacy shared-key registration.
The stripping logic is shared via
CustomPricingLiteLLMParams.strip_custom_pricing_fields and reused by
Router._create_deployment and Router.add_deployment.
* test: update legacy tests that asserted per-request pricing leaking into shared model_cost
test_router_fallbacks_with_custom_model_costs asserted the shared
claude-sonnet-4-5-20250929 entry ends up with the deployment's 30/60
pricing, which is exactly the cross-deployment leak this PR removes; it
now asserts the shared key keeps the built-in pricing, matching the
test's stated goal.
test_cost_calc.py::test_run computed streaming cost via
completion_cost(response), which only matched the non-stream cost while
the shared gpt-3.5-turbo entry was poisoned with the per-request
2/token pricing; it now passes the request's custom pricing explicitly
via custom_cost_per_token.
* refactor(mcp): read oauth2_flow verbatim from DB rows; inference stays config-only plus a logged backstop
With every DB write site stamping oauth2_flow (#32283, #32288) and the startup
backfill healing legacy null rows, the DB build no longer needs to re-derive the
flow from field shape. build_mcp_server_from_table now reads the column verbatim
via _explicit_oauth2_flow: unknown or null values resolve to None, which
needs_user_oauth_token already treats as interactive, so an unstamped row degrades
to the safe default instead of guessing M2M from a shape that a DCR-registered
interactive server shares whenever discovery is down
Field-shape inference survives in exactly two places. config.yaml-loaded servers
keep it at load time: they are rebuilt from the config on every boot, so there is
no row to backfill and load-time resolution is their write-time stamp. And the
request-time backstop in _get_allowed_mcp_servers keeps a not-yet-backfilled M2M
row blocking caller Authorization forwarding (the P1 property); it now logs a
warning whenever it actually fires, which is the fire-rate signal for deleting it
once deployments have booted past the backfill
Regression tests pin that the DB build does not infer M2M from the credential
shape and reads an explicit column value verbatim
Fourth step of the oauth2_flow persistence sequence, stacked on the backfill
* feat(mcp): deprecation warning when config-level M2M is inferred rather than declared
A config.yaml oauth2 server whose credential shape decides client_credentials without
an explicit oauth2_flow now logs a warning at load pointing the admin at the explicit
declaration. First rung of the deprecation ladder: the docs make oauth2_flow the
recommended path, the warning surfaces configs still relying on inference, and a
future breaking release can turn it into a config validation error, at which point
config-level shape inference dies entirely. Interactive omissions stay silent since
the default matches inference there and nothing load-bearing is being guessed
* feat(mcp)!: require explicit oauth2_flow for config-defined oauth2 servers
A config.yaml server with auth_type oauth2 must now declare its flow; the load
raises a config validation error naming both values and what each means:
oauth2_flow: client_credentials for machine-to-machine (the proxy mints a shared
token at token_url using client_id/client_secret) or
oauth2_flow: authorization_code for interactive (per-user tokens via browser
sign-in, including delegate_auth_to_upstream)
This replaces the load-time shape inference for config servers entirely. The
credential shape is genuinely ambiguous (a DCR-registered interactive server
carries client creds + token_url with no authorization_url, identical to M2M),
so the config asserts the answer instead of the proxy guessing it. With this,
field-shape inference survives in exactly one place: the request-time security
backstop, which is telemetry-gated for deletion
BREAKING CHANGE: config-defined oauth2 MCP servers without oauth2_flow fail
proxy startup with the error above. Add the one line to the server block; the
error text says exactly which value to pick
* test(mcp): pin the verbatim read for authorization_code alongside client_credentials
Raised by review on the PR
* fix(mcp): fail closed on the anonymous delegate gate for unstamped M2M-shaped servers
Reading oauth2_flow verbatim (this PR) changed has_client_credentials from True to
False for a legacy null-flow row that still carries the M2M credential shape. That
value is what the anonymous upstream-delegate gate checks before skipping LiteLLM
auth entirely, so an M2M-shaped delegate server that was never stamped would newly
pass the gate: an unauthenticated caller could get it selected and then list/read
upstream data using the client credentials the request-time backstop re-infers,
running as LiteLLM's service account. This reopens the hole the gate's existing
'never delegate for M2M' guard was written to close
The gate now resolves the flow (column first, shape fallback) instead of reading the
bare column, mirroring the request-time backstop in _get_allowed_mcp_servers: both
fail closed on the ambiguous M2M shape and are removed together once no null rows
remain. A pure-PKCE delegate server (no stored credentials) resolves to a non-M2M
flow and keeps its bypass, so the common delegate case is unaffected
Tests: an unstamped M2M-shaped delegate server is denied the bypass (mutation-checked
against the bare-column regression), and a pure-PKCE delegate server still bypasses
Raised by review on the PR
* fix(mcp): centralize the request-time oauth2_flow backstop across every security site
Reading oauth2_flow verbatim made has_client_credentials unreliable for legacy null
rows, and the backstop that compensates was applied at only one reader. Review found
three more consequences of that per-site approach:
- the anonymous-delegate allowlist in get_allowed_mcp_servers read the bare column, so
an unstamped M2M-shape delegate server was surfaced to anonymous callers (High)
- call_mcp_tool resolved allowed ids into MCPServer objects without the backstop, so a
null-flow M2M-shape row kept has_client_credentials false on tool execution during a
backfill gap, though the listing path was covered (High)
- the request-time warning claimed the startup backfill would stamp the row next boot,
but the backfill deliberately leaves the ambiguous M2M shape unstamped (Low)
Rather than patch each site, introduce two helpers on MCPServerManager that are the
single choke point for request-time resolution: effective_oauth2_flow(server) for the
enum/boolean decisions (allowlist filter, anonymous-delegate gate) and
resolve_oauth2_flow_for_request(server) for the egress object copy (listing and tool
call). Both fail closed on the M2M shape and leave stamped rows and pure-PKCE rows
untouched. The gate now shares effective_oauth2_flow instead of its inline resolution,
and the corrected warning lives once inside resolve_oauth2_flow_for_request, so deleting
the whole transitional layer later is a single-site change.
Tests: helper unit coverage (stamped verbatim, null M2M-shape resolves, pure-PKCE stays
None, stamped/pure-PKCE return the same object, corrected warning text), the anonymous
allowlist excludes an unstamped M2M-shape delegate server, and the call path resolves
the flow like the listing path. The two security-integration tests are mutation-checked
against the bare-column regression.
Raised by review on the PR
* fix(spend): bound the logs-tab pagination count to stop full-window scans
The spend-logs UI list endpoint (/spend/logs/ui, /spend/logs/v2) computed an
exact pagination total over the whole selected time window on every load. That
was a standalone SELECT COUNT(*) FROM (SELECT request_id FROM LiteLLM_SpendLogs
WHERE ...) which, on a multi-TB SpendLogs table, scans a huge number of rows and
spikes Aurora ACU. The later LIT-4027 change folded it into COUNT(*) OVER (), but
a window count still drains every matching row before the LIMIT applies, so the
full-window scan remained.
Compute the total with a bounded SELECT COUNT(*) FROM (SELECT 1 ... LIMIT $cap+1)
that probes at most cap+1 rows, and drop the window count from the page query so
the page query is a plain indexed ORDER BY ... LIMIT. When more than the cap
match, report the cap and set total_is_capped so the UI renders "<cap>+". The
bounded subquery terminates early rather than aggregating across all tablets, so
it stays safe on sharded engines like YugabyteDB too.
Resolves LIT-4119
* test(spend): make zero-total mock reflect real COUNT(*), add capped-total tooltip
Address Greptile review on #31825:
- the empty-result test now returns [{"total_count": 0}] for the bounded
count query (real COUNT(*) always returns one row) instead of [], so the
zero-total path exercises the normal branch rather than the defensive guard
- the logs toolbar shows a tooltip explaining the cap when total_is_capped is
set, so a disabled Next button at the cap boundary reads as intentional
Add an opt-in mode so a key that exceeds its own max_budget is throttled to a
globally configured percentage of its TPM/RPM instead of being blocked entirely.
A new litellm_settings global, budget_exceeded_throttle_percentage, sets the
fraction (e.g. 0.1 = 10%). A per-key throttle_on_budget_exceeded flag (stored in
key metadata via the existing management-endpoint metadata routing) opts the key
in. When both are set and the key is over budget, the budget check records the
percentage on a request-scoped budget_throttle_pct instead of raising, and the
rate limiter scales the key's configured TPM/RPM by it. Keys without the flag
keep hard-blocking; team/user/org budgets are unaffected.
The throttle is recomputed from the key's original limits on every request and
the decision is cleared before the auth object is cached, so it never compounds
across requests. Both the budget read-time check and the budget reservation path
honor the opt-in, and both the v3 and legacy rate limiters apply the scaling.
Enabling throttle_on_budget_exceeded is proxy-admin only. It converts an
admin-imposed hard budget block into a soft throttle that keeps spending past
max_budget, so a non-admin must not be able to self-opt-in and bypass their own
spend cap. Both /key/generate and /key/update reject a non-admin setting it to
true (update only gates the transition to enabled, so a non-admin can still edit
other fields and turn the flag off). This matches the feature being wholly
proxy-admin operated: the global percentage is admin-only too.
A key that opts in but has no TPM or RPM limit has nothing to scale, so it stays
hard-blocked rather than serving unlimited requests past its budget (fail-safe).
The global budget_exceeded_throttle_percentage is configurable from the admin UI
(Settings -> General Settings), persisted through litellm_settings so it survives
a restart, not only from config.yaml.
Resolves LIT-3894. Scope for LIT-3893.
* fix(mcp): apply semantic filter to expanded litellm_proxy tools and show filtered-out count
* fix(mcp): guard expansion-path filtering on enabled flag and isolate metadata emission
* fix(mcp): resolve tool name prefix via known server prefixes, not string match
When an MCP server's alias differs from its server_name, tool names are
listed with the alias prefix but _execute_tool_calls compared that prefix
against the server_name stored in tool_server_map. The mismatch silently
skipped prefix stripping, forwarding the fully-prefixed tool name upstream
and causing "Unknown tool" failures. Resolve the actual MCPServer object
and strip using its known prefix forms (alias, server_name, server_id)
instead.
* fix(mcp): preserve tool overrides and scope REST tool listing
Return saved tool display/description overrides from the server table API
so the edit UI reloads them, resolve display names before prefix stripping
on tool calls, and honor mcp_server_name and toolset_name filters on the
REST tools list endpoint.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(mcp): inject BYOK credentials on Playground OpenAPI tool calls
Playground and Responses API route MCP execution through call_tool, which
skipped BYOK lookup and never set the OpenAPI auth ContextVar, so upstream
calls went out unauthenticated despite a stored user credential.
Co-authored-by: Cursor <cursoragent@cursor.com>
* test(mcp): cover alias-mismatch prefix stripping and display-name reverse mapping
Regression tests for _execute_tool_calls: an MCP server whose alias differs
from its server_name must still have its tool-name prefix stripped correctly,
and a tool called by its configured display name must resolve back to the
original tool name before dispatch.
* fix(mcp): validate tool display names against Bedrock's tool-name pattern
A display name replaces the tool name sent to the LLM provider, so a value
with spaces or other special characters saves successfully but fails every
subsequent Bedrock tool call. Validate tool_name_to_display_name server-side
(create/update payload) against Bedrock's [a-zA-Z0-9_-]+ constraint, and add
matching inline validation plus a save-blocking guard in the Admin UI's
create and edit MCP server forms.
* style(mcp): fix ruff/prettier formatting on CI
No logic changes; satisfies the format checks flagged on PR #32320.
* fix(mcp): fix CI failures on PR - complexity budget and stale test mock
Extract toolset-scope resolution and query-param normalization out of
list_tool_rest_api into helpers to bring it back under the C901 complexity
budget (was 18, now within the 15 threshold).
Add the missing get_mcp_server_by_name stub to the streaming iterator test's
mock manager; the alias-fallback resolution added for tool-name-prefix
stripping calls it unconditionally when _get_mcp_server_from_tool_name misses.
* test(mcp): cover BYOK OpenAPI auth-header helpers to close codecov patch gap
_format_byok_openapi_auth_header, _openapi_forwarded_extra_headers, and
_resolve_byok_mcp_auth_header were only exercised indirectly via a mocked
call_tool test, leaving their branches (auth-type formatting, header
forwarding/stripping, missing-credential 401) uncovered.
* fix(mcp): resolve BYOK auth before queuing the during-hook task
_resolve_byok_mcp_auth_header can raise a 401 when no credential is stored.
Resolving it after during_hook_task was already queued meant a hook's
side effects (audit logging, rate-limit bookkeeping) could run and record
success for a tool call that then fails on the missing credential.
* fix: correct mcp alias routing regressions
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(proxy): wire general_settings SSRF allowlist to litellm globals
general_settings.user_url_allowed_hosts was documented in SSRF errors but
never applied at startup, so internal MCP/OpenAPI URLs stayed blocked.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(proxy): regenerate dashboard types and satisfy ruff UP006 budget
Use list[str] in ConfigGeneralSettings and run gen:api so schema.d.ts
matches the new SSRF general_settings fields.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix: normalize ssrf general settings
* fix: clear ssrf allowlists from null settings
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
Once the active Prisma client is in the disconnected state, every DB call
raises ClientNotConnectedError. The reconnect machinery was supposed to
recover from this, but _get_engine_pid() inspected the broken client via
prisma's _engine property, which re-raises that same error, so
recreate_prisma_client failed before it could build a replacement client
and the proxy looped on failed reconnects forever (issue #28322 showed
1486+ consecutive failures over 30 days with zero recoveries)
Guard both _get_engine_pid implementations with is_connected() so a
disconnected client reads as "no engine" (pid 0) and the recreate path
proceeds to construct and connect a fresh client
* fix(caching): pass only metadata to valkey semantic async embedding
ValkeySemanticCache async get/set passed **kwargs into _get_async_embedding,
which raised TypeError on cache_key and other fields and silently skipped
all cache writes. Match redis-semantic by forwarding metadata only.
Co-authored-by: Cursor <cursoragent@cursor.com>
* test(caching): add async_get_cache embedding call regression test
Mirror the async_set_cache spy test so async_get_cache passing **kwargs
into _get_async_embedding is caught by a real signature, not AsyncMock.
Co-authored-by: Cursor <cursoragent@cursor.com>
---------
Co-authored-by: Shivam Rawat <shivamrawat@Shivams-MacBook-Pro.local>
Co-authored-by: Cursor <cursoragent@cursor.com>
