fix(mcp): discover missing OAuth scopes and token_url when authorization_url is set manually - #33317
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Greptile SummaryThis PR fixes a bug where manually pinning
Confidence Score: 5/5Safe to merge; corroboration gate, carry-forward trust rule, and whitespace normalization are applied consistently across both code paths. No defects found. The trust rule is applied at both entry points, _blank_to_none eliminates the whitespace split-brain, and the may_carry computation in carry-forward is correctly ordered against the already-resolved new server URL. The asymmetry where discovery scopes pass through uncorroborated documents while carry-forward scopes are gated is deliberate and documented with RFC citations. No files require special attention.
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| Filename | Overview |
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| litellm/proxy/_experimental/mcp_server/mcp_server_manager.py | Adds _blank_to_none, _normalized_authorize_endpoint, _endpoints_corroborate_authorization_url, and _restrict_discovery_to_corroborated_authorization_server helpers, applied correctly at both DB and YAML build entry points; carry-forward trust gating and the fully-configured skip-discovery optimization are well-placed. |
| litellm/types/mcp_server/mcp_server_manager.py | Adds a docstring to the scopes field on MCPOAuthMetadata clarifying it is resource-driven; no structural changes. |
| tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py | Adds 7 new test cases covering corroboration, whitespace normalization, carry-forward trust, and skip-discovery; updates test_load_servers_from_config_overrides_discovery_metadata to expect None for uncorroborated endpoints, correctly reflecting the new security behavior. |
Reviews (8): Last reviewed commit: "fix(mcp): keep scope selection resource-..." | Re-trigger Greptile
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PR overviewThis PR updates MCP OAuth handling so that when an authorization URL is configured manually, the server can still discover missing OAuth metadata such as scopes and the token URL. The touched logic is in the MCP server manager’s OAuth discovery and redirect setup path. One security issue remains open around trusting OAuth scopes discovered from MCP resource challenges or protected-resource metadata. A malicious or compromised resource could cause broader scopes to be persisted and used in the authorization redirect, potentially resulting in a more privileged token if the identity provider grants the request. Two prior issues have already been addressed, so the remaining concern is focused on constraining discovered scopes to administrator-approved values. Open issues (1)
Fixed/addressed: 2 · PR risk: 7/10 |
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High: OAuth endpoint mix-up
When
authorization_urlis manually configured but another field is absent, discovery is rooted at the MCP resource and its resultingtoken_urlis combined with the manual authorization endpoint. An attacker controlling or compromising that upstream can advertise their own token endpoint; after a user signs in at the trusted authorization endpoint, the gateway posts the authorization code and configured client secret to the attacker's endpoint. Only accept a discovered token endpoint when its metadata matches the manually configured authorization server, or discover the missing fields directly from that configured issuer.
Is this a valid security concern?
…ual authorization_url Discovery is rooted at the MCP resource, so a compromised upstream can advertise an attacker-run authorization server. When authorization_url is manually configured and another field is blank, the per-field merge would combine the trusted authorize endpoint with the advertised token_url, and the gateway would redeem authorization codes (with the stored client secret and PKCE verifier) at that endpoint, then persist it. Discovered token_url and registration_url are now accepted only when the same metadata document advertises an authorization_endpoint matching the configured value (scheme+host+path). Scope backfill is unaffected. Applies to both the DB and config build paths.
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… elide default port The corroboration check belongs to adopting a token_url from any non-manual source, not to discovery alone. Carry-forward is the other such source: it copied a prior registry entry's token_url/registration_url onto a rebuild whose authorization_url had been re-pointed to a different server, reviving an uncorroborated token endpoint the discovery gate would reject. Both sites now share one predicate, _endpoints_corroborate_authorization_url: previous endpoints carry forward only when the previous authorization_url corroborates the authorize endpoint the build will use (absent -> the previous one is adopted too, a consistent group; else it must match). Endpoint comparison now elides the default port so :443 and formatting-only differences still match.
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…tion server, scopes included Provenance is a property of the whole discovered metadata document, not per field. Waving scopes through while gating endpoints left a second inflation vector: a compromised upstream advertises broad scopes via the resource metadata (RFC 9728 / WWW-Authenticate), the gateway requests them from the trusted authorization server, and the resulting token flows back to the upstream. Both that and the token-endpoint mix-up are now one rule: when authorization_url is admin-pinned, discovered token_url/registration_url are kept only if the document corroborates the pin, and scopes come from the authorization server's own scopes_supported (a new authorization_server_scopes field, trusted tier) rather than the resource-advertised scopes. A document that does not corroborate backfills nothing. Blank (empty-string) authorization_url is treated as unpinned so the merge and the gate agree. Carry-forward, the other non-manual source, drops the same three across an authorization_url change.
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…y points A whitespace-only authorization_url was truthy to the row/config merges and has_all check but blank to the corroboration gate, so discovery and carry-forward adopted token_url/registration_url/scopes as if unpinned while the broken whitespace value was still used for redirects. Rather than add another strip() at each site, the pinned authorization_url/token_url/ registration_url are normalized once per build path (DB and config) via _blank_to_none, so the merge, has_all gate, discovery gate, persist hook, and carry-forward all see a single notion of blank. Empty and whitespace pins now behave identically to an omitted field.
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mateo-berri
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I believe the corroboration gate trusts the document's self-attested authorization_endpoint, so a compromised upstream that simply echoes the pinned URL still smuggles its token_url and scopes through, right?
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@mateo-berri you're right, and thanks for pushing on it. The corroboration gate reduces this but does not fully close it. It compares the discovered document's The proper close is an admin-configured issuer as the trust anchor (your and Veria's "discover directly from the configured issuer"). I have it up as the stacked follow-up #33450: when an issuer is set, metadata is fetched from the issuer's own origin per RFC 8414 and adopted only when the document self-attests that same issuer (§3.3), so the resource cannot substitute the token endpoint or scopes. It is proven live against a stub compromised resource whose protected-resource-metadata points at an attacker token endpoint. To avoid making admins type it, the issuer is also discovered and persisted trust-on-first-use, with an admin-typed value always winning On sequencing, two options. I can fold #33450 into this PR so the mix-up is fully closed before this merges, or keep this PR as the scope-discovery plus corroboration change (still a strict improvement, and it closes the honest-mismatch case) and land #33450 immediately behind it. I lean toward folding it in since it is the same threat you flagged; let me know which you prefer |
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LGTM however:
- Can we intersect AS scopes with resource scopes? It seems strictly safer and just fall back to the full AS set when the resource advertises none. Or am I misunderstanding something here?
- It would be great to update the body's "the second commit closes this" claim to "reduces but doesn't close", referencing #33450
- Can we redo the e2e testing on the latest commit?
Just some nonblocking thoughts
…ver-driven Reverts the over-correction that restricted a pinned-authorization_url server's discovered scopes to the authorization server's own scopes_supported. Per the MCP authorization spec Scope Selection Strategy and RFC 9700 §2.3, the scopes a client requests are resource-driven: the WWW-Authenticate 401 challenge scope, else the RFC 9728 protected-resource scopes_supported. The authorization server's RFC 8414 scopes_supported is a non-exhaustive capability list (the server MAY omit supported scopes) and is never the selection source; scope inflation by a compromised resource is bounded by the authorization server and user consent (RFC 6749 §3.3), not by the client restricting the request. The corroboration gate now rejects only the uncorroborated token_url/registration_url (the RFC 9700 endpoint mix-up) and leaves scopes untouched. Removes the now-unused authorization_server_scopes field.
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Correction on the scope handling, and I want to be explicit because I got it wrong earlier in this thread. When I responded to the mix-up finding I said the fix was to restrict discovered scopes to the authorization server's own The reasoning, with citations. The authorization server's RFC 8414 So |
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…ear on url/auth_type change + UI Discover the issuer from the upstream and persist it trust-on-first-use (fill-empty-only, frozen thereafter), so admins do not have to type it; an admin-configured issuer always wins and is never overwritten. Re-pointing the server url now clears the discovered issuer and endpoints (matching the existing auth_type-change clearing) so a new upstream re-discovers instead of anchoring on the previous upstream's issuer. Adds the issuer to the per-user OAuth token identity so re-pointing it purges stale tokens. Surfaces the issuer as an optional, auto-discovered, overridable field in the create and edit MCP server forms. C901 gate shows +1 vs staging; that is inherited from the #33317 stack base (delta 0 against
| would pair the trusted authorize endpoint with that attacker token endpoint, and the gateway would | ||
| post the authorization code and client secret there. So the discovered ``token_url`` and | ||
| ``registration_url`` are kept only if the document corroborates the pin (its | ||
| ``authorization_endpoint`` matches). ``scopes`` are deliberately NOT gated here: per the MCP |
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Medium: Untrusted OAuth scope expansion
A compromised MCP resource can advertise broader scopes through its challenge or protected-resource metadata. Because these scopes survive the corroboration gate, are persisted, and become the default scope on the authorization redirect, the resource can obtain a more privileged token when the IdP grants the request, including without a new prompt where consent already exists. For a manually pinned authorization server, require administrator-configured scopes or constrain discovered scopes to an explicit administrator-approved allowlist.
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This is the resource-driven scope selection the MCP authorization spec mandates, so I want to lay out why it is working as specified and where the control you describe already lives, rather than treat it as a defect
Per the MCP authorization spec Scope Selection Strategy, a client requests the scope from the WWW-Authenticate challenge if present, else the RFC 9728 protected-resource scopes_supported, and the spec explicitly directs the client to request that advertised set, delegating least-privilege narrowing to the authorization server and the user at consent because general-purpose MCP clients lack the domain knowledge to curate individual scopes. RFC 9728 §7.2 says the resource's advertised list is not a signal to request all of them and the client SHOULD request the minimum per RFC 9700 §2.3, but neither makes the client the enforcement point. The authorization server's own RFC 8414 scopes_supported is a non-exhaustive capability list (RFC 8414 §2) and is not the selection source, which is why an earlier revision of this PR that restricted discovered scopes to it was reverted; that restriction was the behavior Spring Security classified as a bug and removed in 5.4.0 (spring-projects/spring-security#8514)
The backstop against a compromised resource inflating the request is the authorization server, per RFC 6749 §3.3: it MAY fully or partially ignore the requested scope based on its own policy or the resource owner's instructions, and per RFC 8707 §2.2 it downscopes the issued token to what the target resource can process. So a compromised resource cannot obtain scopes the gateway's registered OAuth client is not permitted, or that the authorization server declines to grant. You are right that this does not force a fresh prompt when existing consent already covers the requested scope; that residual is the spec's accepted tradeoff, and in the pinned and delegate cases the token's audience is the resource itself
The administrator control you ask for is already available and takes precedence. When an admin sets the Scopes field, those scopes win over discovery (the merge is manual-or-discovered) and are never overwritten by the write-back (it is fill-empty-only), so a security-conscious operator can pin exact least-privilege scopes today and discovery will not expand them. What we deliberately do not do is force an administrator allowlist as the default, because that deviates from the spec and breaks the general-purpose MCP client case the spec is built around. A discovered-scope allowlist that discovers and then filters to an approved set is a reasonable defense-in-depth enhancement we could add, but it is not a fix for a spec-conformant default
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Thanks for the detail. I can't automatically confirm this is safe to dismiss, so I'm leaving the thread open for a maintainer to make the call.
…ear on url/auth_type change + UI Discover the issuer from the upstream and persist it trust-on-first-use (fill-empty-only, frozen thereafter), so admins do not have to type it; an admin-configured issuer always wins and is never overwritten. Re-pointing the server url now clears the discovered issuer and endpoints (matching the existing auth_type-change clearing) so a new upstream re-discovers instead of anchoring on the previous upstream's issuer. Adds the issuer to the per-user OAuth token identity so re-pointing it purges stale tokens. Surfaces the issuer as an optional, auto-discovered, overridable field in the create and edit MCP server forms. C901 gate shows +1 vs staging; that is inherited from the #33317 stack base (delta 0 against
…4.0) (#201) This PR contains the following updates: | Package | Update | Change | |---|---|---| | [ghcr.io/berriai/litellm](https://images.chainguard.dev/directory/image/wolfi-base/overview) ([source](https://github.com/BerriAI/litellm)) | minor | `v1.93.0` → `v1.94.0` | --- ### Release Notes <details> <summary>BerriAI/litellm (ghcr.io/berriai/litellm)</summary> ### [`v1.94.0`](https://github.com/BerriAI/litellm/releases/tag/v1.94.0) [Compare Source](https://github.com/BerriAI/litellm/compare/v1.94.0...v1.94.0) ##### Verify Docker Image Signature All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d726492c814b3644b7d376029d0). **Verify using the pinned commit hash (recommended):** A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` **Verify using the release tag (convenience):** Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/v1.94.0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` Expected output: ``` The following checks were performed on each of these signatures: - The cosign claims were validated - The signatures were verified against the specified public key ``` *** ##### What's Changed - feat(ui): working Test Connection for the complexity auto router by [@​akapur99](https://github.com/akapur99) in [#​32950](https://github.com/BerriAI/litellm/pull/32950) - fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32911](https://github.com/BerriAI/litellm/pull/32911) - feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32949](https://github.com/BerriAI/litellm/pull/32949) - refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32968](https://github.com/BerriAI/litellm/pull/32968) - refactor(ui): convert endpoint usage charts to shadcn/recharts by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32723](https://github.com/BerriAI/litellm/pull/32723) - fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@​mateo-berri](https://github.com/mateo-berri) in [#​32979](https://github.com/BerriAI/litellm/pull/32979) - feat(router): random-pick multi-model complexity tiers by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32967](https://github.com/BerriAI/litellm/pull/32967) - fix(xecguard): sanitize scan result before recording it for logging by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32935](https://github.com/BerriAI/litellm/pull/32935) - fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@​akapur99](https://github.com/akapur99) in [#​32978](https://github.com/BerriAI/litellm/pull/32978) - fix(anthropic): translate raw adaptive thinking for pre-4.6 models on chat completions and Bedrock Converse by [@​akapur99](https://github.com/akapur99) in [#​32944](https://github.com/BerriAI/litellm/pull/32944) - feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32972](https://github.com/BerriAI/litellm/pull/32972) - feat(router): soft-floor adaptive mode for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32947](https://github.com/BerriAI/litellm/pull/32947) - docs(github): add QA runbook section to the PR template by [@​mateo-berri](https://github.com/mateo-berri) in [#​32965](https://github.com/BerriAI/litellm/pull/32965) - fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@​mateo-berri](https://github.com/mateo-berri) in [#​32836](https://github.com/BerriAI/litellm/pull/32836) - build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@​mateo-berri](https://github.com/mateo-berri) in [#​32981](https://github.com/BerriAI/litellm/pull/32981) - ci(ui): report only error-level knip findings in CI by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32971](https://github.com/BerriAI/litellm/pull/32971) - feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@​Sameerlite](https://github.com/Sameerlite) in [#​32315](https://github.com/BerriAI/litellm/pull/32315) - fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32969](https://github.com/BerriAI/litellm/pull/32969) - fix: show and allow editing team model aliases after team creation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33047](https://github.com/BerriAI/litellm/pull/33047) - chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33093](https://github.com/BerriAI/litellm/pull/33093) - feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@​tin-berri](https://github.com/tin-berri) in [#​32828](https://github.com/BerriAI/litellm/pull/32828) - fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@​tin-berri](https://github.com/tin-berri) in [#​32741](https://github.com/BerriAI/litellm/pull/32741) - fix(proxy): track unauthenticated pass-through requests in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32410](https://github.com/BerriAI/litellm/pull/32410) - feat(lasso): send source.type for Used By attribution by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33090](https://github.com/BerriAI/litellm/pull/33090) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​thibault-linktree](https://github.com/thibault-linktree) in [#​33025](https://github.com/BerriAI/litellm/pull/33025) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​tin-berri](https://github.com/tin-berri) in [#​33099](https://github.com/BerriAI/litellm/pull/33099) - fix(completion): forward aws credential kwargs into litellm\_params so the responses bridge keeps WIF auth by [@​mateo-berri](https://github.com/mateo-berri) in [#​32956](https://github.com/BerriAI/litellm/pull/32956) - fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33103](https://github.com/BerriAI/litellm/pull/33103) - 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fix(openai/responses): clamp max\_output\_tokens below API minimum by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33098](https://github.com/BerriAI/litellm/pull/33098) - fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33119](https://github.com/BerriAI/litellm/pull/33119) - fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33118](https://github.com/BerriAI/litellm/pull/33118) - refactor(ui): migrate straightforward value debounces to react-pacer by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33042](https://github.com/BerriAI/litellm/pull/33042) - feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@​tin-berri](https://github.com/tin-berri) in [#​32946](https://github.com/BerriAI/litellm/pull/32946) - test(proxy): add regression tests for management\_endpoints edge cases by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32976](https://github.com/BerriAI/litellm/pull/32976) - fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32974](https://github.com/BerriAI/litellm/pull/32974) - fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33124](https://github.com/BerriAI/litellm/pull/33124) - refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33043](https://github.com/BerriAI/litellm/pull/33043) - chore: add CODEOWNERS for ui and proxy UI build artifacts by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33131](https://github.com/BerriAI/litellm/pull/33131) - feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@​tin-berri](https://github.com/tin-berri) in [#​32980](https://github.com/BerriAI/litellm/pull/32980) - feat(ui): rebuild the Teams table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33128](https://github.com/BerriAI/litellm/pull/33128) - fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@​tin-berri](https://github.com/tin-berri) in [#​33113](https://github.com/BerriAI/litellm/pull/33113) - fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy Models" by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33115](https://github.com/BerriAI/litellm/pull/33115) - feat(router): opt-in session affinity for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33126](https://github.com/BerriAI/litellm/pull/33126) - feat(prometheus): expose video duration and image count consumption metrics by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33138](https://github.com/BerriAI/litellm/pull/33138) - test(e2e): otel trace completeness on /chat/completions by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33132](https://github.com/BerriAI/litellm/pull/33132) - fix(sso): paginate through all pages when fetching service principal group assignments by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33149](https://github.com/BerriAI/litellm/pull/33149) - test(e2e): otel trace completeness on /v1/messages by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33133](https://github.com/BerriAI/litellm/pull/33133) - feat(ui): add adaptive routing settings to Auto-Router v2 by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33146](https://github.com/BerriAI/litellm/pull/33146) - refactor(mcp): extract the dcr\_bridge token flow into bridge\_token\_flow\.py by [@​tin-berri](https://github.com/tin-berri) in [#​33141](https://github.com/BerriAI/litellm/pull/33141) - chore: bump litellm 1.93.0 -> 1.94.0, litellm-enterprise 0.1.49 -> 0.1.50, litellm-proxy-extras 0.4.76 -> 0.4.77 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33229](https://github.com/BerriAI/litellm/pull/33229) - fix(proxy): route master key to team-scoped models by [@​kunal2002](https://github.com/kunal2002) in [#​32926](https://github.com/BerriAI/litellm/pull/32926) - chore(deps): pin httplib2 and setuptools transitive floors by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33233](https://github.com/BerriAI/litellm/pull/33233) - feat(ui): left-anchor the Create Key and Create Team CTAs by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33248](https://github.com/BerriAI/litellm/pull/33248) - fix(anthropic/passthrough): drop incompatible temperature when downgrading adaptive thinking for pre-4.6 models by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33244](https://github.com/BerriAI/litellm/pull/33244) - fix(guardrails): run apply\_guardrail-style model-level pre\_call guardrails at deployment hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33136](https://github.com/BerriAI/litellm/pull/33136) - fix(proxy)!: enforce user budget on team keys (read-time + reservation) with UI opt-out by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32005](https://github.com/BerriAI/litellm/pull/32005) - fix(e2e): bound spend-log snapshots to a /spend/logs/v2 window by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33265](https://github.com/BerriAI/litellm/pull/33265) - test(e2e): cover key rpm/tpm rate limiting, window reset, and pacing headers by [@​mateo-berri](https://github.com/mateo-berri) in [#​32914](https://github.com/BerriAI/litellm/pull/32914) - fix(anthropic): use native output capability by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33235](https://github.com/BerriAI/litellm/pull/33235) - fix(ci): retry setup-uv installs to survive transient manifest fetch failures by [@​mateo-berri](https://github.com/mateo-berri) in [#​33279](https://github.com/BerriAI/litellm/pull/33279) - fix(proxy): never log raw virtual keys in key insertion debug output by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33268](https://github.com/BerriAI/litellm/pull/33268) - fix(bedrock\_mantle): route xai.grok-4.3 via /openai/v1 frontier path by [@​marty-sullivan](https://github.com/marty-sullivan) in [#​33027](https://github.com/BerriAI/litellm/pull/33027) - feat(pricing): add gemini-omni-flash-preview with video output token pricing by [@​mateo-berri](https://github.com/mateo-berri) in [#​33274](https://github.com/BerriAI/litellm/pull/33274) - fix(auth): scope the JWT enterprise gate to actual JWTs by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33296](https://github.com/BerriAI/litellm/pull/33296) - fix(s3): sanitize slashes in response-id-derived object key file name by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33271](https://github.com/BerriAI/litellm/pull/33271) - refactor(ui): migrate guardrails table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33303](https://github.com/BerriAI/litellm/pull/33303) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33308](https://github.com/BerriAI/litellm/pull/33308) - feat(guardrails): streaming text transformation in generic\_guardrail\_api by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33110](https://github.com/BerriAI/litellm/pull/33110) - test(e2e): cover model-aware mid-conversation system handling on Bedrock Invoke /v1/messages by [@​mateo-berri](https://github.com/mateo-berri) in [#​32963](https://github.com/BerriAI/litellm/pull/32963) - test(claude\_code): move the Claude Code compatibility matrix under tests/e2e by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32548](https://github.com/BerriAI/litellm/pull/32548) - chore(ci): sync litellm\_internal\_staging into daily OSS branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33337](https://github.com/BerriAI/litellm/pull/33337) - feat(bedrock guardrails): add resource-less InvokeGuardrailChecks (detect-only) mode by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33299](https://github.com/BerriAI/litellm/pull/33299) - Revert "chore(ci): sync litellm\_internal\_staging into daily OSS branch" by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33339](https://github.com/BerriAI/litellm/pull/33339) - fix(websearch): intercept web search on the Responses API by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33129](https://github.com/BerriAI/litellm/pull/33129) - fix(anthropic-adapter): drop empty content\_block\_delta events by [@​mateo-berri](https://github.com/mateo-berri) in [#​33315](https://github.com/BerriAI/litellm/pull/33315) - fix(mcp): persist discovered OAuth endpoints and keep last known good on failed re-discovery by [@​tin-berri](https://github.com/tin-berri) in [#​33286](https://github.com/BerriAI/litellm/pull/33286) - test(e2e): otel trace completeness on streaming chat, messages, and responses (LIT-3787) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33234](https://github.com/BerriAI/litellm/pull/33234) - feat(router): resolve auto-router routing plugins from proxy YAML config by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33251](https://github.com/BerriAI/litellm/pull/33251) - test(e2e): failed request error span carries the full untruncated message and status (LIT-4179) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33304](https://github.com/BerriAI/litellm/pull/33304) - refactor(ui): migrate tags table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33314](https://github.com/BerriAI/litellm/pull/33314) - fix(cli): surface actionable CLI SSO errors when CLI and proxy versions skew by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33309](https://github.com/BerriAI/litellm/pull/33309) - feat(bedrock\_mantle): add GPT-5.6 sol/terra/luna to model cost map by [@​mateo-berri](https://github.com/mateo-berri) in [#​33412](https://github.com/BerriAI/litellm/pull/33412) - chore(codeowners): exempt generated schema.d.ts from UI ownership by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33411](https://github.com/BerriAI/litellm/pull/33411) - feat(proxy): push-based OTLP billable-request metering for enterprise deployments by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​31592](https://github.com/BerriAI/litellm/pull/31592) - fix(mcp): cap per-user OAuth token cache TTL at the token's own lifetime by [@​tin-berri](https://github.com/tin-berri) in [#​33346](https://github.com/BerriAI/litellm/pull/33346) - feat(ui): move Caching out of Experimental into Developer Tools by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33432](https://github.com/BerriAI/litellm/pull/33432) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33425](https://github.com/BerriAI/litellm/pull/33425) - chore(ci): merge daily internal staging branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33335](https://github.com/BerriAI/litellm/pull/33335) - feat(guardrails): add Compresr guardrail for query-aware context compression by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33295](https://github.com/BerriAI/litellm/pull/33295) - fix(logging): preserve callback order in get\_combined\_callback\_list by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33005](https://github.com/BerriAI/litellm/pull/33005) - fix(logging): redact assistant tool call arguments in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33111](https://github.com/BerriAI/litellm/pull/33111) - fix(anthropic): honor messages request timeout by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33418](https://github.com/BerriAI/litellm/pull/33418) - fix(llm\_guard): apply sanitized prompt returned by moderation API to request by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33331](https://github.com/BerriAI/litellm/pull/33331) - fix(logging): stop pinning large request payloads past request end by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33455](https://github.com/BerriAI/litellm/pull/33455) - feat(guardrails): forward optional metadata on POST /guardrails/apply\_guardrail by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33067](https://github.com/BerriAI/litellm/pull/33067) - build: raise requires-python cap to <3.15 so Python 3.14 installs current releases by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33438](https://github.com/BerriAI/litellm/pull/33438) - feat(ui): add reusable BetaBadge and use it for Projects sidebar item by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33449](https://github.com/BerriAI/litellm/pull/33449) - fix(mcp): discover missing OAuth scopes and token\_url when authorization\_url is set manually by [@​tin-berri](https://github.com/tin-berri) in [#​33317](https://github.com/BerriAI/litellm/pull/33317) - feat(ui): show exact license expiration date in usage cards by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33478](https://github.com/BerriAI/litellm/pull/33478) - test(claude\_code): rename misleading REPO\_ROOT to SUITE\_ROOT in test\_v0\_layout by [@​mateo-berri](https://github.com/mateo-berri) in [#​33472](https://github.com/BerriAI/litellm/pull/33472) - build(deps): update ddtrace to the 4.x line by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33484](https://github.com/BerriAI/litellm/pull/33484) - fix(complexity\_router): return empty dict from \_classifier\_call\_metadata when metadata is absent by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33452](https://github.com/BerriAI/litellm/pull/33452) - fix(ui/chat): resolve chat routes at render time so navigation works under server\_root\_path by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33446](https://github.com/BerriAI/litellm/pull/33446) - fix(key management): enforce minimum custom key length and mask short keys in key\_name by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33462](https://github.com/BerriAI/litellm/pull/33462) - chore(ui): remove unmounted UsageIndicator and the Hide Usage Indicator flag by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33482](https://github.com/BerriAI/litellm/pull/33482) - test(e2e/claude\_code): add passthrough matrix row for the big-3 clouds and Anthropic API by [@​mateo-berri](https://github.com/mateo-berri) in [#​33473](https://github.com/BerriAI/litellm/pull/33473) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33491](https://github.com/BerriAI/litellm/pull/33491) - fix(ui): stop sending the complexity-router pseudo-model to /health/test\_connection by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33498](https://github.com/BerriAI/litellm/pull/33498) - feat(cli): add lite up/down to ambiently route Claude Code through the proxy by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33231](https://github.com/BerriAI/litellm/pull/33231) - feat(complexity\_router): enable session\_affinity by default by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33500](https://github.com/BerriAI/litellm/pull/33500) - fix(anthropic): stop 500 on combined thinking+signature streaming chunk by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33505](https://github.com/BerriAI/litellm/pull/33505) - feat(autoroute): prompt for semantic keywords per tier in configure wizard by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33508](https://github.com/BerriAI/litellm/pull/33508) - fix(cli/anthropic): unblock lite autoroute proxy deps, adaptive thinking, and thinking+signature streaming by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33507](https://github.com/BerriAI/litellm/pull/33507) - test(ocr): use mistral-document-ai-2512 in azure\_ai OCR tests by [@​mateo-berri](https://github.com/mateo-berri) in [#​33489](https://github.com/BerriAI/litellm/pull/33489) - fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32853](https://github.com/BerriAI/litellm/pull/32853) - refactor(ui): migrate policies, deleted keys, deleted teams, budgets, and search tools tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33357](https://github.com/BerriAI/litellm/pull/33357) - refactor(ui): migrate vector stores, prompts, and skills tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33343](https://github.com/BerriAI/litellm/pull/33343) - test(e2e): datadog log delivery for successful chat, messages, and responses (LIT-4447) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33415](https://github.com/BerriAI/litellm/pull/33415) - fix(cli): make CLI output ASCII-only so it doesn't crash legacy Windows consoles by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33465](https://github.com/BerriAI/litellm/pull/33465) - fix: remove dead user-cache lookup with None key in spend-update path by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33555](https://github.com/BerriAI/litellm/pull/33555) - feat(helm): add per-component PodDisruptionBudget and topologySpreadConstraints to componentized chart by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33430](https://github.com/BerriAI/litellm/pull/33430) - fix(e2e/claude\_code): unblock stage collection, align proxy env names, register compat models by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33433](https://github.com/BerriAI/litellm/pull/33433) - fix(mcp): index authed request-time tools missing from the semantic filter startup index by [@​tin-berri](https://github.com/tin-berri) in [#​33318](https://github.com/BerriAI/litellm/pull/33318) - fix(streaming): use provider-reported usage cost for OpenRouter streams by [@​mateo-berri](https://github.com/mateo-berri) in [#​32255](https://github.com/BerriAI/litellm/pull/32255) - feat(mcp): issuer-anchored OAuth discovery (RFC 8414 §3.3) to close the authorization-server mix-up by [@​tin-berri](https://github.com/tin-berri) in [#​33450](https://github.com/BerriAI/litellm/pull/33450) - feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33459](https://github.com/BerriAI/litellm/pull/33459) - fix(router): cast model\_info cost values to float in \_set\_model\_group\_info by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33556](https://github.com/BerriAI/litellm/pull/33556) - chore(e2e): establish litellm\_e2e\_staging integration line by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33502](https://github.com/BerriAI/litellm/pull/33502) - fix(ui): navigate to /ui/login/ with trailing slash via hard navigation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33561](https://github.com/BerriAI/litellm/pull/33561) - feat(logging): add structured budget fields to budget rejection failure logs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33460](https://github.com/BerriAI/litellm/pull/33460) - fix(streaming): surface upstream connection resets instead of empty 200 streams by [@​mateo-berri](https://github.com/mateo-berri) in [#​33222](https://github.com/BerriAI/litellm/pull/33222) - fix(proxy\_cli): reap orphaned prisma query-engine processes when a worker dies by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33424](https://github.com/BerriAI/litellm/pull/33424) - test(reasoning\_effort\_grid): enable azure fable-5 and opus-4-8 grid cells by [@​mateo-berri](https://github.com/mateo-berri) in [#​33485](https://github.com/BerriAI/litellm/pull/33485) - build(deps): bump uvicorn lock to 0.51.0 so worker health-check and jitter flags take effect by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33574](https://github.com/BerriAI/litellm/pull/33574) - fix(proxy): coerce default\_internal\_user\_params.max\_budget to float on config load by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32434](https://github.com/BerriAI/litellm/pull/32434) - fix(router): honor per-request routing\_strategy from key/team router\_settings by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33429](https://github.com/BerriAI/litellm/pull/33429) - fix(redis): honor ssl value instead of key presence when building async connection pool by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32590](https://github.com/BerriAI/litellm/pull/32590) - fix(langfuse\_otel): build per-request OTLP exporter from key and team dynamic Langfuse credentials by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32437](https://github.com/BerriAI/litellm/pull/32437) - ci: run zizmor and proxy-db unit tests on PRs targeting litellm\_ branches by [@​mateo-berri](https://github.com/mateo-berri) in [#​33568](https://github.com/BerriAI/litellm/pull/33568) - fix(router): apply team/key enable\_tag\_filtering to tag routing by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33436](https://github.com/BerriAI/litellm/pull/33436) - feat(proxy): add disable\_auto\_add\_proxy\_admin\_to\_teams flag by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33563](https://github.com/BerriAI/litellm/pull/33563) - fix(proxy): stop stale auth cache re-publish to Redis so key updates propagate across replicas by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33565](https://github.com/BerriAI/litellm/pull/33565) - feat(e2e): emit structured E2E\_RESULT lines for package status history by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33578](https://github.com/BerriAI/litellm/pull/33578) - chore: bump litellm-enterprise 0.1.50 -> 0.1.51, litellm-proxy-extras 0.4.77 -> 0.4.78 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33571](https://github.com/BerriAI/litellm/pull/33571) - fix(docker): restore litellm-proxy-extras source dir in runtime images by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33592](https://github.com/BerriAI/litellm/pull/33592) - feat(ui): require embedding model for semantic auto router by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33313](https://github.com/BerriAI/litellm/pull/33313) - feat(scim): ingest and round-trip SCIM entitlements and roles user attributes by [@​tin-berri](https://github.com/tin-berri) in [#​33587](https://github.com/BerriAI/litellm/pull/33587) - refactor(ui): migrate 5 simple tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33548](https://github.com/BerriAI/litellm/pull/33548) - fix(model\_armor): restore reference attachments via skip\_unscannable\_attachments and remove the attachment count cap by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33554](https://github.com/BerriAI/litellm/pull/33554) - fix(mcp): keep the MCP reference intact when the semantic filter narrows tools by [@​tin-berri](https://github.com/tin-berri) in [#​33584](https://github.com/BerriAI/litellm/pull/33584) - fix(sso): stop enforcing UI session budget on CLI login tokens by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33312](https://github.com/BerriAI/litellm/pull/33312) - test: e2e staging leftovers by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33613](https://github.com/BerriAI/litellm/pull/33613) - test(e2e/claude\_code): add GPT-5.6 Sol/Terra/Luna columns for OpenAI, Azure OpenAI, and Bedrock Mantle by [@​mateo-berri](https://github.com/mateo-berri) in [#​33474](https://github.com/BerriAI/litellm/pull/33474) - test(e2e): otel streaming spans record a real ttft below span duration by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33588](https://github.com/BerriAI/litellm/pull/33588) - fix(mcp): make the preemptive-401 OAuth challenge decision mode-aware by [@​tin-berri](https://github.com/tin-berri) in [#​33586](https://github.com/BerriAI/litellm/pull/33586) - fix(ui): show all teams in policy attachment form for admins by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33628](https://github.com/BerriAI/litellm/pull/33628) - refactor(ui): migrate AI Hub, public hub, and MCP Toolsets tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33629](https://github.com/BerriAI/litellm/pull/33629) - test(e2e): datadog log delivery for streamed routes, read back from the real datadog api by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33566](https://github.com/BerriAI/litellm/pull/33566) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33640](https://github.com/BerriAI/litellm/pull/33640) - fix(vertex\_ai): surface Gemini grounding toolUsePromptTokenCount in Usage by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33533](https://github.com/BerriAI/litellm/pull/33533) - test(e2e): harness fixes for stage job green (skips + router/UI/budget) by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33634](https://github.com/BerriAI/litellm/pull/33634) - fix(router): resolve prompt cache minimum per model instead of a flat 1024 by [@​tin-berri](https://github.com/tin-berri) in [#​33637](https://github.com/BerriAI/litellm/pull/33637) - fix(logging): classify async anthropic\_messages and generate\_content as async by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33589](https://github.com/BerriAI/litellm/pull/33589) - fix(ui): remove Chat item from dashboard leftnav by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33647](https://github.com/BerriAI/litellm/pull/33647) - fix(router): tag-aware pre-routing strategy selection for shared model\_name by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33691](https://github.com/BerriAI/litellm/pull/33691) - fix(proxy): enforce max\_parallel\_requests as a per-slot concurrency gauge by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32441](https://github.com/BerriAI/litellm/pull/32441) - fix(proxy): stop treating upstream model body field as a LiteLLM model on auth-enforced pass-through routes by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33710](https://github.com/BerriAI/litellm/pull/33710) - fix(mcp): expand toolset grants in shared permission primitives so tools/call honors them by [@​tin-berri](https://github.com/tin-berri) in [#​33612](https://github.com/BerriAI/litellm/pull/33612) - feat(complexity-router): user-triggered escalation keywords by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33656](https://github.com/BerriAI/litellm/pull/33656) - fix(fireworks\_ai): bill prompt-cache hits at cache\_read rate by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33714](https://github.com/BerriAI/litellm/pull/33714) - fix(pricing): mark realtime-only gpt-realtime models as mode realtime by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33728](https://github.com/BerriAI/litellm/pull/33728) - fix(rag): track LLM completion usage and spend for /v1/rag/query by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32438](https://github.com/BerriAI/litellm/pull/32438) - feat(anthropic): add enable\_anthropic\_prompt\_caching for automatic cache\_control injection by [@​tin-berri](https://github.com/tin-berri) in [#​33573](https://github.com/BerriAI/litellm/pull/33573) - fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33719](https://github.com/BerriAI/litellm/pull/33719) - fix(proxy): resolve router\_settings.plugins dotted paths and load plugins from installed packages by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33644](https://github.com/BerriAI/litellm/pull/33644) - test(e2e): budget refusals are 429 for bare keys and team caps block every team key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33632](https://github.com/BerriAI/litellm/pull/33632) - feat(router): add router plugin reference catalog by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33746](https://github.com/BerriAI/litellm/pull/33746) - test(e2e): assert an org budget block is a 429 naming the organization by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33638](https://github.com/BerriAI/litellm/pull/33638) - fix(proxy): bill partial streamed spend when the client disconnects mid-stream by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33736](https://github.com/BerriAI/litellm/pull/33736) - test(e2e): delete unreferenced Grafana panel docs by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33743](https://github.com/BerriAI/litellm/pull/33743) - docs(tests/e2e): align skip-vs-fail docs with the hard-fail contract and scope the no-unit-tests rule by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33755](https://github.com/BerriAI/litellm/pull/33755) - refactor(e2e): replace bespoke result reporter with standard JUnit report by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33758](https://github.com/BerriAI/litellm/pull/33758) - test(e2e): user budget across keys and team member budget isolation by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33745](https://github.com/BerriAI/litellm/pull/33745) - refactor(e2e): remove bob\_the\_builder; drive remediation from a Grafana alert (provisioned outside the repo) by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33749](https://github.com/BerriAI/litellm/pull/33749) - feat(mcp): per-server outcomes for aggregate tools/list and truthful single-server REST statuses by [@​tin-berri](https://github.com/tin-berri) in [#​33153](https://github.com/BerriAI/litellm/pull/33153) - test(e2e): mcp suite for key-without-access denial by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33752](https://github.com/BerriAI/litellm/pull/33752) - chore(ci): merge oss branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33784](https://github.com/BerriAI/litellm/pull/33784) - chore(ci): merge oss branch - July 17th by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33793](https://github.com/BerriAI/litellm/pull/33793) - fix(ui): migrate tag deletion to shared DeleteResourceModal by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33795](https://github.com/BerriAI/litellm/pull/33795) - build(rust): raise pyo3 to 0.29 so the native bridge compiles on Python 3.14 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33798](https://github.com/BerriAI/litellm/pull/33798) - chore(guardrails): remove docstring from singulr module for consistency by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33800](https://github.com/BerriAI/litellm/pull/33800) - fix(ui): stop credential edit from persisting the masked api key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33797](https://github.com/BerriAI/litellm/pull/33797) - build(deps): allow redisvl, pypdf, and openapi-core on Python 3.14 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33801](https://github.com/BerriAI/litellm/pull/33801) - test(proxy): make streaming-cancel mocks awaitable for the disconnect slot release by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33802](https://github.com/BerriAI/litellm/pull/33802) - test(e2e): a member's team budget cuts off only that member's key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33718](https://github.com/BerriAI/litellm/pull/33718) - test(e2e): a user's max\_budget follows the person across personal and team keys by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33762](https://github.com/BerriAI/litellm/pull/33762) - test(e2e): skip flaky OpenAI GPT cells; raise multi-window max\_tokens by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33799](https://github.com/BerriAI/litellm/pull/33799) - chore: remove accidentally committed dist tarball and ignore dist/ by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33805](https://github.com/BerriAI/litellm/pull/33805) - fix(passthrough): stop classifying plain 'predict'/'search' paths as Vertex by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33658](https://github.com/BerriAI/litellm/pull/33658) - build(deps): bump mcp lock to 1.28.1 to clear image-scan findings by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33803](https://github.com/BerriAI/litellm/pull/33803) - test(pricing): pin the realtime mode assertion to the bundled cost map by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33806](https://github.com/BerriAI/litellm/pull/33806) - fix(proxy): derive session id from Anthropic metadata.user\_id for session affinity by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33723](https://github.com/BerriAI/litellm/pull/33723) - test(e2e): budget reset diagonal for team, org, user, and [#​32005](https://github.com/BerriAI/litellm/issues/32005) team-member keys by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33771](https://github.com/BerriAI/litellm/pull/33771) - fix(proxy): source /v1/models token limits from the cost map instead of Router.get\_model\_group\_info by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33721](https://github.com/BerriAI/litellm/pull/33721) - fix(fireworks\_ai): correct glm-5p2 prompt-cache read price to $0.14/1M by [@​tin-berri](https://github.com/tin-berri) in [#​33796](https://github.com/BerriAI/litellm/pull/33796) - feat(proxy): add x-litellm-model-name response header with deployment model string by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33698](https://github.com/BerriAI/litellm/pull/33698) - feat: add Straiker guardrail integration by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33781](https://github.com/BerriAI/litellm/pull/33781) - fix(vertex\_ai): exclude Gemini Google Search grounding tokens from input token billing by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33742](https://github.com/BerriAI/litellm/pull/33742) - feat(fireworks\_ai): map litellm session id to x-session-affinity header for prompt caching by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33717](https://github.com/BerriAI/litellm/pull/33717) - feat(ui): configure Anthropic automatic prompt caching from the Admin UI by [@​tin-berri](https://github.com/tin-berri) in [#​33581](https://github.com/BerriAI/litellm/pull/33581) - fix(router): enforce context-window pre-call checks for Responses API input by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33706](https://github.com/BerriAI/litellm/pull/33706) - fix(otel): restore proxy-level error.\* attributes on v2 failure spans (LIT-4179) by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33664](https://github.com/BerriAI/litellm/pull/33664) - fix(mcp): persist config.yaml DCR clients in a server-scoped store so refresh survives token expiry by [@​tin-berri](https://github.com/tin-berri) in [#​33768](https://github.com/BerriAI/litellm/pull/33768) - refactor(ui): consolidate Add/Edit credential modals into one CredentialModal by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32572](https://github.com/BerriAI/litellm/pull/32572) - feat(mcp): add ID-JAG (identity assertion authorization grant) support for MCP egress by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​31516](https://github.com/BerriAI/litellm/pull/31516) - refactor(ui): migrate policy attachments table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33827](https://github.com/BerriAI/litellm/pull/33827) - docs(litellm-rust): add provider coding standards by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33833](https://github.com/BerriAI/litellm/pull/33833) - test(e2e): rename Gateway to ProxyClient and expose it as a session-scoped pytest fixture by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33750](https://github.com/BerriAI/litellm/pull/33750) - feat(messages): route Azure Anthropic /messages through Rust behind rust:true by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33616](https://github.com/BerriAI/litellm/pull/33616) - test(e2e): add Locust throughput load test that runs last by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33748](https://github.com/BerriAI/litellm/pull/33748) - fix(proxy): resolve team wildcard credentials for vector store files by [@​shivamrawat1](https://github.com/shivamrawat1) in [#​33649](https://github.com/BerriAI/litellm/pull/33649) - refactor(e2e): fold claude\_code HTTP probes onto shared ProxyClient methods by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33760](https://github.com/BerriAI/litellm/pull/33760) - test(e2e): harden stage flakes for batches, UI, and MCP by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33831](https://github.com/BerriAI/litellm/pull/33831) - fix(e2e): migrate load suite from e2e\_gateway to ProxyClient by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33839](https://github.com/BerriAI/litellm/pull/33839) - chore(e2e): remove tests/e2e/docker-compose.yml by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33837](https://github.com/BerriAI/litellm/pull/33837) - test(e2e): cover /v1/responses openai basic nonstream and stream by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33830](https://github.com/BerriAI/litellm/pull/33830) - test(e2e): cover /v1/responses openai cost\_logged and tool\_use by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33835](https://github.com/BerriAI/litellm/pull/33835) - test(e2e): cover /v1/responses OpenAI vision and Anthropic basic by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33838](https://github.com/BerriAI/litellm/pull/33838) - test(e2e): spendlog cost for streaming /v1/messages via responses bridge by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33753](https://github.com/BerriAI/litellm/pull/33753) - fix(docker): bake prisma CLI and engines at a fixed path so fresh-DB migrations work for any uid offline by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33853](https://github.com/BerriAI/litellm/pull/33853) - feat(chat-ui): add personal Logs view scoped to the current user by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33829](https://github.com/BerriAI/litellm/pull/33829) - chore: bump litellm-proxy-extras 0.4.78 -> 0.4.79 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33855](https://github.com/BerriAI/litellm/pull/33855) - docs(litellm-rust): require the official Rust Style Guide in agent rules by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33867](https://github.com/BerriAI/litellm/pull/33867) - fix(router): treat malformed configured token limits as absent on /v1/models by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33864](https://github.com/BerriAI/litellm/pull/33864) - chore: rebuild admin UI bundle for the rc release by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33857](https://github.com/BerriAI/litellm/pull/33857) - docs(rust): add provider abstraction standards by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33865](https://github.com/BerriAI/litellm/pull/33865) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33868](https://github.com/BerriAI/litellm/pull/33868) - chore(release): backport [#​33929](https://github.com/BerriAI/litellm/issues/33929) to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34033](https://github.com/BerriAI/litellm/pull/34033) - chore(release): backport [#​33810](https://github.com/BerriAI/litellm/issues/33810), [#​33733](https://github.com/BerriAI/litellm/issues/33733) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post1 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34215](https://github.com/BerriAI/litellm/pull/34215) - chore(ui): rebuild Next.js bundle on rc/1.94.0 so the Cost Optimization page ships by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34216](https://github.com/BerriAI/litellm/pull/34216) - chore(release): backport auth, CLI SSO and guardrail fixes to rc/1.94.0 and refresh flagged dependencies by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34640](https://github.com/BerriAI/litellm/pull/34640) - chore(release): backport [#​33899](https://github.com/BerriAI/litellm/issues/33899), [#​33978](https://github.com/BerriAI/litellm/issues/33978), [#​34582](https://github.com/BerriAI/litellm/issues/34582), [#​34675](https://github.com/BerriAI/litellm/issues/34675) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post2 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34855](https://github.com/BerriAI/litellm/pull/34855) - fix(ui): backport cache leakage card layout fix to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34964](https://github.com/BerriAI/litellm/pull/34964) - fix(ui): add missing cost-optimization page description on rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34967](https://github.com/BerriAI/litellm/pull/34967) - feat(ui): mark Cost Optimization as beta in the left nav ([#​34984](https://github.com/BerriAI/litellm/issues/34984)) by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34987](https://github.com/BerriAI/litellm/pull/34987) - chore: rebuild Admin UI bundle for v1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34982](https://github.com/BerriAI/litellm/pull/34982) - fix(cost-optimization): backport the savings chart axis fix and methodology popovers to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34994](https://github.com/BerriAI/litellm/pull/34994) - chore: rebuild Admin UI bundle for rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34995](https://github.com/BerriAI/litellm/pull/34995) **Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.93.0...v1.94.0> ### [`v1.94.0`](https://github.com/BerriAI/litellm/releases/tag/v1.94.0) ##### Verify Docker Image Signature All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d726492c814b3644b7d376029d0). **Verify using the pinned commit hash (recommended):** A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` **Verify using the release tag (convenience):** Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/v1.94.0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` Expected output: ``` The following checks were performed on each of these signatures: - The cosign claims were validated - The signatures were verified against the specified public key ``` *** ##### What's Changed - feat(ui): working Test Connection for the complexity auto router by [@​akapur99](https://github.com/akapur99) in [#​32950](https://github.com/BerriAI/litellm/pull/32950) - fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32911](https://github.com/BerriAI/litellm/pull/32911) - feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32949](https://github.com/BerriAI/litellm/pull/32949) - refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32968](https://github.com/BerriAI/litellm/pull/32968) - refactor(ui): convert endpoint usage charts to shadcn/recharts by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32723](https://github.com/BerriAI/litellm/pull/32723) - fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@​mateo-berri](https://github.com/mateo-berri) in [#​32979](https://github.com/BerriAI/litellm/pull/32979) - feat(router): random-pick multi-model complexity tiers by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32967](https://github.com/BerriAI/litellm/pull/32967) - fix(xecguard): sanitize scan result before recording it for logging by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32935](https://github.com/BerriAI/litellm/pull/32935) - fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@​akapur99](https://github.com/akapur99) in [#​32978](https://github.com/BerriAI/litellm/pull/32978) - fix(anthropic): translate raw adaptive thinking for pre-4.6 models on chat completions and Bedrock Converse by [@​akapur99](https://github.com/akapur99) in [#​32944](https://github.com/BerriAI/litellm/pull/32944) - feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32972](https://github.com/BerriAI/litellm/pull/32972) - feat(router): soft-floor adaptive mode for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32947](https://github.com/BerriAI/litellm/pull/32947) - docs(github): add QA runbook section to the PR template by [@​mateo-berri](https://github.com/mateo-berri) in [#​32965](https://github.com/BerriAI/litellm/pull/32965) - fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@​mateo-berri](https://github.com/mateo-berri) in [#​32836](https://github.com/BerriAI/litellm/pull/32836) - build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@​mateo-berri](https://github.com/mateo-berri) in [#​32981](https://github.com/BerriAI/litellm/pull/32981) - ci(ui): report only error-level knip findings in CI by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32971](https://github.com/BerriAI/litellm/pull/32971) - feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@​Sameerlite](https://github.com/Sameerlite) in [#​32315](https://github.com/BerriAI/litellm/pull/32315) - fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32969](https://github.com/BerriAI/litellm/pull/32969) - fix: show and allow editing team model aliases after team creation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33047](https://github.com/BerriAI/litellm/pull/33047) - chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33093](https://github.com/BerriAI/litellm/pull/33093) - feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@​tin-berri](https://github.com/tin-berri) in [#​32828](https://github.com/BerriAI/litellm/pull/32828) - fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@​tin-berri](https://github.com/tin-berri) in [#​32741](https://github.com/BerriAI/litellm/pull/32741) - fix(proxy): track unauthenticated pass-through requests in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32410](https://github.com/BerriAI/litellm/pull/32410) - feat(lasso): send source.type for Used By attribution by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33090](https://github.com/BerriAI/litellm/pull/33090) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​thibault-linktree](https://github.com/thibault-linktree) in [#​33025](https://github.com/BerriAI/litellm/pull/33025) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​tin-berri](https://github.com/tin-berri) in [#​33099](https://github.com/BerriAI/litellm/pull/33099) - fix(completion): forward aws credential kwargs into litellm\_params so the responses bridge keeps WIF auth by [@​mateo-berri](https://github.com/mateo-berri) in [#​32956](https://github.com/BerriAI/litellm/pull/32956) - fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33103](https://github.com/BerriAI/litellm/pull/33103) - refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33040](https://github.com/BerriAI/litellm/pull/33040) - feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32991](https://github.com/BerriAI/litellm/pull/32991) - fix: redact async complete streaming response for custom callbacks by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33106](https://github.com/BerriAI/litellm/pull/33106) - build(ui): bump [@​tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33041](https://github.com/BerriAI/litellm/pull/33041) - fix(ui): address Virtual Keys redesign review nits by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33112](https://github.com/BerriAI/litellm/pull/33112) - fix(openai/responses): clamp max\_output\_tokens below API minimum by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33098](https://github.com/BerriAI/litellm/pull/33098) - fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33119](https://github.com/BerriAI/litellm/pull/33119) - fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33118](https://github.com/BerriAI/litellm/pull/33118) - refactor(ui): migrate straightforward value debounces to react-pacer by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33042](https://github.com/BerriAI/litellm/pull/33042) - feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@​tin-berri](https://github.com/tin-berri) in [#​32946](https://github.com/BerriAI/litellm/pull/32946) - test(proxy): add regression tests for management\_endpoints edge cases by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32976](https://github.com/BerriAI/litellm/pull/32976) - fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32974](https://github.com/BerriAI/litellm/pull/32974) - fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33124](https://github.com/BerriAI/litellm/pull/33124) - refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33043](https://github.com/BerriAI/litellm/pull/33043) - chore: add CODEOWNERS for ui and proxy UI build artifacts by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33131](https://github.com/BerriAI/litellm/pull/33131) - feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@​tin-berri](https://github.com/tin-berri) in [#​32980](https://github.com/BerriAI/litellm/pull/32980) - feat(ui): rebuild the Teams table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33128](https://github.com/BerriAI/litellm/pull/33128) - fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@​tin-berri](https://github.com/tin-berri) in [#​33113](https://github.com/BerriAI/litellm/pull/33113) - fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy…
Relevant issues
Follow-up to #33286 (now merged). Originally stacked on that PR's branch; rebased onto
litellm_internal_stagingafter its merge. The first commit widens the discovery gate so a manually pinnedauthorization_urlno longer suppresses discovery of the blank fields. The follow-ups, all from review on this PR (Veria and Bugbot), converge that on one trust rule: whenauthorization_urlis admin-pinned, a discovered metadata document backfillstoken_url,registration_url, andscopesonly if it corroborates the pin, and the same rule governs the last-known-good carry-forward. Provenance is a property of the whole document, not per fieldLinear ticket
Pre-Submission checklist
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Screenshots / Proof of Fix
Live proxy on localhost:4010 backed by Postgres. The upstream is the public Linear MCP server (
https://mcp.linear.app/mcp), which advertises its OAuth metadata via RFC 9728/8414 discovery, includingscopes_supported: ["read", "write"]. The scenario is anoauth2server whose Authorization URL was typed by hand (the documented workaround when build-time discovery has failed) with Scopes left blank, which the UI labels optionalBefore (commit
55a9f1917c, the base of this stack). Create the server and request the authorize redirect:There is no
scopeparameter in the redirect, and the DB row confirms discovery never ran (token_urlempty,credentials{}) even though the upstream advertises everything:IdPs that require scope reject this request outright; Google for example returns 400 "Missing required parameter: scope". The form said Scopes was optional and the flow then deterministically failed without it
After (captured at commit
8375c79b67, which is66f012a06bafter the post-merge rebase; identical diff). Same DB row, no configuration change; restart the proxy so the registry rebuild runs the new gate:The redirect now carries the discovered scopes, and the row self-heals because the write-back from #33286 persists what discovery found while leaving the hand-typed authorization_url untouched:
This capture reflects the current behavior: the pinned-config scope backfill is resource-driven, so for this upstream the redirect carries the resource-advertised
read writeType
🐛 Bug Fix
Changes
build_mcp_server_from_tableskipped upstream OAuth discovery whenever the row already had anauthorization_url. One hand-typed field disabled the whole RFC 9728/8414 chain, sotoken_urlandscopeswere never backfilled from upstream metadata. The practical failure mode: an admin fills Authorization URL manually (the documented way to un-wedge a server whose build-time discovery failed), leaves Scopes blank because the form labels it optional, and every authorize redirect then goes out without ascopeparameter, which strict IdPs hard-failThe gate now checks whether any of
authorization_url,token_url, orscopesis still missing and runs discovery if so. Hand-entered values keep winning on every field because the build merges row values over discovered ones, and the endpoint write-back from #33286 only persists fields the admin left blank. A useful side effect: rows previously wedged in this state self-heal on their next rebuild, since discovery now runs, findsscopes_supported, and persists itThe config.yaml loader already discovers unconditionally for these auth types, so this brings the DB path in line with it. Also removed an unused
SimpleNamespaceimport in the touched test file that ruff flags on changed-file lintWidening the gate introduces one new hazard, which the second commit closes. Because discovery is rooted at the MCP resource (RFC 9728), a compromised or malicious upstream can advertise its own authorization server. With
authorization_urlpinned by the admin buttoken_urlleft blank, the per-field merge would pair the trusted authorize endpoint with the attacker'stoken_endpoint: the user signs in at the real IdP, then the gateway posts the authorization code, the stored client secret, and the PKCE verifier to the attacker's token endpoint, and #33286's write-back would persist that endpoint so the compromise outlives the transient upstream state. This is a configuration-time instance of the RFC 9700 authorization-server mix-upThe gate is one predicate applied to the endpoints.
_endpoints_corroborate_authorization_urlcompares a discoveredauthorization_endpointagainst the pinnedauthorization_urlon scheme, host, and path, with default port, query, and trailing slash ignored so hand-copied URLs (case,:443, a?prompt=consent, a stray slash) still match; a blank pin counts as unpinned, matching the merge's truthiness. When the document corroborates, the gateway adopts itstoken_urlandregistration_url; when it does not, those are dropped with a warning and the admin can set Token URL by hand if the mismatch is intentional. When nothing is pinned there is no anchor and discovery is adopted as-isScopes are deliberately NOT gated by this predicate. An earlier revision of this PR restricted a pinned server's discovered scopes to the authorization server's own
scopes_supportedto blunt scope inflation by a compromised resource; that was the wrong layer. Per RFC 8414 §2 the authorization server'sscopes_supportedis a non-exhaustive capability list (the server MAY omit supported scopes) and is never the scope-selection source, and per the MCP authorization spec Scope Selection Strategy and RFC 9728 §2/§7.2 the scopes a client requests are resource-driven (the WWW-Authenticate challenge scope, else the RFC 9728 protected-resourcescopes_supported, requesting the minimum per RFC 9700 §2.3). Scope inflation is bounded by the authorization server and user consent (RFC 6749 §3.3: the server MAY ignore requested scope per policy or the resource owner's instructions) plus downscoping (RFC 8707 §2.2), not by the client restricting the request. So scopes stay resource-driven, theauthorization_server_scopesfield is removed, and the corroboration gate protects only the endpointsThere are exactly two sources that adopt non-manual OAuth fields: fresh discovery and last-known-good carry-forward. Both go through the one predicate, so the config loader's long-standing unconditional per-field merge and the registry rebuild are covered by the same rule. Carry-forward previously keyed only on the MCP
urlandauth_type, so re-pointingauthorization_urlto a different server while the MCP url stayed the same would keep serving the old server's token endpoint and scopes under the new authorize endpoint, a durable mix-up the discovery gate alone could not see because the stale values come from the registry. It now carries the previoustoken_url/registration_url/scopesonly when the previousauthorization_urlcorroborates the authorize endpoint the rebuild will useFinal Attestation
Note
High Risk
Changes OAuth endpoint/scope resolution and persistence for MCP servers—security-sensitive auth flows (RFC 9700 mix-up, scope inflation) and authorize redirects; behavior shifts for pinned authorize URL with hostile or mismatched discovery.
Overview
OAuth self-heal for partially manual MCP servers now runs upstream discovery when
authorization_url,token_url, orscopesare still missing (DB path previously skipped discovery if authorize URL was set). Blank/whitespace OAuth fields are normalized via_blank_to_noneso merges and trust checks agree.Single trust rule (
_endpoints_corroborate_authorization_url+_restrict_discovery_to_corroborated_authorization_server): when an admin pinsauthorization_url, discoveredtoken_url,registration_url, and scopes are applied only if the discovery document’sauthorization_endpointmatches the pin (normalized comparison). Uncorroborated metadata is stripped with a warning. Corroborated backfill usesauthorization_server_scopesonMCPOAuthMetadata(RFC 8414scopes_supported) instead of resource-advertisedscopes. The same rule applies to carry-forward on registry rebuild so stale token endpoints are not kept after repointing authorize URL.Config-YAML and DB loaders both gate discovery output before merge/persist; discovery is skipped when all three upstream OAuth fields are already set manually.
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