- NPX
- Docker
✨ Features
- DeepSeek Provider - Added DeepSeek as a first-class provider with dedicated request handling and thinking-mode gating
- AWS Bedrock Mantle Provider - Added
bedrock_mantleas a first-class provider with SigV4 key config, native-Anthropic and OpenAI-compatible routing, DB migration, and UI support - OAuth 2.1 Gateway Auth for MCP - Added a full OAuth2 authorization server for
/mcp: discovery endpoints, dynamic client registration, authorize/token with PKCE and refresh token rotation, consent page, JWT Bearer authentication, session listing/revocation with sweep worker, OAuth Grants UI, andmcp_server_auth_modeconfig - Virtual Key Expiry - Added an expiry field to virtual keys with governance enforcement
- ClickHouse Log Store (Beta) - Added ClickHouse support for the log store, including a hybrid store mode. This feature is in beta and may have some corner cases.
- IPv6 Support - Added IPv6 support to the HTTP transport
- Per-MCP-Server Tool Timeout - Added per-MCP-server tool execution timeout configuration (thanks @Purvi09!)
- OpenAI Responses Lifecycle APIs - Added missing OpenAI Responses lifecycle methods with explicit per-verb governance flags (thanks @17jmumford!)
- MCP Clients Filtering & Pagination - Added connection_type, auth_type, state, virtual_key, and server/client_id filters with pagination and a faceted filter sidebar on the MCP clients page
- Deprecated Model Marking - Models are now marked
is_deprecatedin pricing and catalog APIs instead of being filtered out of responses - Log Attribution Columns - Added user, team, customer, and business-unit name columns to the logs list with multi-value attribution cells
- Latency on Errors - Error responses now carry latency information
- Env-Store Virtual Key Values - Virtual key values now use
schemas.SecretVar, enabling env-store references - Connector Multi-Attribution - Connectors can now attach multiple teams, customers, and business units
- Supplemental External Budgets - Added support for externally resolved supplemental budgets not tracked against a virtual key
- Cost Recalculation Progress - Cost recalculation now streams progress via SSE with batch processing
- Vendor-Prefix Pricing Fallback - Extended Bedrock vendor-prefix pricing fallback to OpenAI, Google, and xAI models
- Complexity Router Improvements - Added stemming alongside exact keyword match and a no-signal fallback to the complexity analyzer
- MCP VK Header - Added
x-goog-api-keyas a supported virtual-key header on the MCP auth path
🐞 Fixed
- Anthropic Redacted Thinking - Round-trip
redacted_thinkingblocks on chat completions so tool-use turns with extended thinking replay correctly (thanks @fus3r!) - Bedrock Streaming Block Boundaries - Emit
contentBlockStopevents on the Bedrock ConverseStream egress (thanks @fus3r!) - Cache Token Accounting - Report
cached_tokensas reads only per the OpenAI spec so cache writes are not billed as reads (thanks @fus3r!) - Streaming Retries & Fallbacks - Clear the per-attempt stream close claim so streaming retries and fallbacks work after SSE-embedded provider errors (thanks @fus3r!)
- Governance Team IDs - Decode URL-encoded team IDs in fetch, update, and delete endpoints (thanks @nnNyx!)
- Semantic Cache Keys - Resolve semantic cache internal embedding keys like external requests (thanks @nnNyx!)
- Gemini Batch Responses - Surface Gemini batch inline responses from the response field instead of dest (thanks @nnNyx!)
- Governance Rate-Limit CPU - Skip O(N) reference refresh on request-time rate-limit and budget reset
- Tier Cost Calculation - Evaluate tier costs via input tokens instead of total tokens
- Cancelled Requests - Fixed stats and log state for cancelled requests
- Billing on Failed Streams - Fixed billing on failed Responses stream requests for Anthropic and Bedrock, and cost for image generation and edit streaming
- Custom Provider Budgets - Custom providers with spaces in their names can now set budgets
- Model Parameters URL - Honor
model_parameters_urlchanges in config.json likepricing_url(thanks @jeremym-tanium!) - Bedrock Truncation Signal - Signal Bedrock
max_output_tokenstruncation on the Responses API (thanks @jeremym-tanium!) - MCP Reconnect - Fixed MCP clients registering as connected with an empty tool set when ListTools fails during startup (thanks @HackToHell!)
- MCP Tool Ordering - Deterministic MCP tool ordering for prompt cache stability
- Vertex gs:// Images - Pass through
gs://image URLs on Vertex Gemini (thanks @G-XD!) - Hybrid Log Token Usage - Rebuild token usage from denormalized columns in the hybrid log list (thanks @G-XD!)
- Anthropic Files - Preserve file ID document sources (thanks @mmacvicar!) and forward file IDs and content type on the Anthropic files integration
- Gemini Upload MIME Type - Preserve file upload MIME types (thanks @mmacvicar!)
- Content Logging Bypass - Sanitize
ErrorDetailsParsedso raw payloads honordisable_content_logging(thanks @citrocat!), plus error-detail sanitization on the log update path - Trace Store Memory Leak - Sweep orphaned deferred spans in trace store TTL cleanup (thanks @citrocat!) and complete deferred LLM spans on streaming goroutine exit
- Claude Code Passthrough Streaming - Consistent content_block indices for server tools (thanks @surki!)
- Codex Tool Search Round-Trip - Preserve codex
tool_search_callandtool_search_outputinput items on the Responses API (thanks @raghu-nandan-bs!) - Gemini Fixes - Guard tool call config, fix the 2.5-pro thinking budget value, OpenAI-through signature compatibility, and video reference field mapping (thanks @vojthor!)
- DeepSeek Thinking - Convert thinking to disabled when tool choice is required
- OpenAI Integration - Propagate
max_tokensfrom the OpenAI integration and passchunking_strategythrough as an extra param - Bedrock Error Types - Fixed error type setting in all integrations for Bedrock
- Perplexity Responses - Fixed Perplexity Responses API compatibility
- Secret Detection - Set
SecretTypePlainTextfor plain-text JSON and non-prefixed secret values, and check whether virtual key values are secrets - Empty Tool Results - Fixed empty tool call result insertion failures
- Error Redaction - Redact decoder details from invalid request payload errors
- Vertex Idle Timeout - Fixed idle timeout wiring in the Vertex path
- Web Fetch - Assorted web fetch fixes
- MCP Token Refresh - Skip background token refresh for disabled or unconfigured MCP clients and exclude terminal-status OAuth configs from the refresh query
- SSO Login Loop - Fixed an endless login loop on SSO
- UI Fixes - Governance form calendar-aligned toggle gating, dashboard array query params, MCP sessions table scrolling with sticky header, audit logs layout, and model catalog key aliases displayed as model names
🐙 Closed GitHub Issues
- #2347 - MCP tool ordering is non-deterministic, breaking prefix-based prompt caching
- #3106 - Governance team delete/fetch fails for SCIM-synced team IDs containing spaces or URL-sensitive characters
- #3121 - OpenAI responses.retrieve() not supported
- #3139 - Bifrost adds non-standard reasoning/reasoning_details fields to chat completions when using a custom provider for deepseek v4 models
- #3357 - Bifrost billing discrepancy for cancelled requests
- #3951 - Gemini batch: inline responses (dest.inlinedResponses) are silently dropped, leaving output_file_id null
- #4262 - Bedrock ConverseStream egress never emits contentBlockStop (breaks strands streaming)
- #4314 - MCP client registered as connected with empty tool set when ListTools fails during connect/reconnect
- #4402 - Vertex provider drops image blocks whose URL uses
gs://scheme - #4446 - Add per MCP server level tool timeout configuration
- #4679 - Bedrock Responses API does not signal max_output_tokens truncation
- #4689 - Custom providers cannot set budget
- #4720 - chunking_strategy is dropped for OpenAI-compatible transcription requests
- #4721 - Logs table Tokens column shows N/A when hybrid object storage is enabled
- #4756 - semantic_cache internal embedding path bypasses plugin pipeline, causing “no keys found” while direct /v1/embeddings works
- #4777 - Image generation stream: completed chunk returns empty output_tokens_details, causing under-billing
- #4788 - DeepSeek Anthropic-compatible provider causes “stream closed” error in v1.6.0 (regression from v1.5.16)
- #4816 - /v1 chat completions folds cache-write tokens into prompt_tokens_details.cached_tokens
- #4851 - v1.6.2 governance rate-limit reset causes high CPU in BumpRateLimitUsage/updateRateLimitReferences
- #4863 - model_parameters_url in config.json is ignored after the DB value is set
- #4868 - Memory leak: orphaned deferred spans in TraceStore are never TTL-swept
- #4872 - Raw request/response payloads bypass disable_content_logging via ErrorDetailsParsed
- #4942 - redacted_thinking blocks are dropped on chat completions, breaking tool-use replay with extended thinking
- feat: added DeepSeek as a first-class provider (#4852)
- feat: added
bedrock_mantleas a first-class provider with native-Anthropic and OpenAI-compatible routing and SigV4 key config (#4736, #4737) - feat: added JWT Bearer authentication path for
/mcpwith session validation, avirtualKeysByIDsecondary index, and cached signing key and VK lookups (#4508, #4783) - feat: added per-MCP-server tool execution timeout (#4472, closes #4446) (thanks @Purvi09!)
- feat: added missing OpenAI Responses lifecycle methods (#3125, closes #3121) (thanks @17jmumford!)
- feat: added IPv6 support (#4895)
- feat: added ClickHouse support for the log store (#4748)
- feat: extended Bedrock vendor-prefix pricing fallback to OpenAI, Google, and xAI models and folded
bedrock_mantleontobedrocklookups (#4924) - feat: added
is_deprecatedto model pricing and catalog responses and mark deprecated models instead of filtering them (#4779, #4792, #4936) - feat: added latency info on errors (#4867, #4876)
- feat: added multiple teams, customers, and business units to connectors (#4875)
- feat: virtual key values use
schemas.SecretVarto support the env store (#4817) - feat:
chunking_strategypasses through as an extra param for OpenAI models (#4741, closes #4720) - feat: simplified Responses lifecycle permissions to explicit per-verb flags (#4880)
- fix: round-trip Anthropic
redacted_thinkingblocks on chat completions so tool-use turns with redacted reasoning can be replayed (#4943, closes #4942) (thanks @fus3r!) - fix: emit
contentBlockStopevents on the Bedrock ConverseStream egress so consumers that assemble messages on block boundaries get complete content (#4923, closes #4262) (thanks @fus3r!) - fix: clear the per-attempt stream close claim so streaming retries and fallbacks are not dead on arrival after an SSE-embedded provider error (#4911, closes #4788) (thanks @fus3r!)
- fix: emit reads-only
cached_tokensin usage per the OpenAI spec so cache writes are not priced as cache reads (#4906, closes #4816) (thanks @fus3r!) - fix: forward file IDs and content type on the Anthropic files integration (#4956)
- fix: preserve Anthropic file ID document sources (#4832) (thanks @mmacvicar!)
- fix: preserve Gemini file upload MIME types for GenAI file URI completions (#4833) (thanks @mmacvicar!)
- fix: propagate
max_tokensfrom the OpenAI integration (#4966) - fix: error type setting in all integrations for Bedrock (#4958)
- fix: guard setting tool call config in Gemini (#4959)
- fix: Gemini 2.5-pro thinking budget value (#4947)
- fix: Gemini OpenAI-through signature compatibility (#4810)
- fix: surface Gemini batch inline responses from the response field, not dest (#4904, closes #3951) (thanks @nnNyx!)
- fix: Gemini video reference fields map to instances (thanks @vojthor!)
- fix: web fetch fixes (#4945)
- fix: set
SecretTypePlainTextfor plain-text JSON and non-prefixed secret values (#4946) and check whether virtual key values are secrets (#4927) - fix: idle timeout wiring in the Vertex path and recover from idle-timeout timer-goroutine panic (#4937)
- fix: set content type header consistently for Responses API requests (#4935)
- fix: deterministic MCP tool ordering for prompt cache stability (#4932, closes #2347)
- fix: consistent content_block indices for server tools on Claude Code passthrough streaming (#4890) (thanks @surki!)
- fix: empty tool call result insertion failures (#4925)
- fix: sanitize error details on the log update path and set the raw-storage log flag on standalone MCP tool executions (#4913)
- fix: complete deferred LLM span on streaming goroutine exit (#4885)
- fix: billing on failed Responses stream requests for Anthropic and Bedrock (#4842)
- fix: cost for image generation and image edit streaming (#4802, closes #4777)
- fix: Perplexity Responses API compatibility (#4813)
- fix: signal Bedrock max_output_tokens truncation on the Responses API (#4680, closes #4679) (thanks @jeremym-tanium!)
- fix: preserve codex
tool_search_callandtool_search_outputinput items and accept object-valued tool-call arguments on the Responses API streaming path (#4121) (thanks @raghu-nandan-bs!) - fix: MCP reconnect failure on startup (#4316, closes #4314) (thanks @HackToHell!)
- fix: pass through
gs://image URLs on Vertex Gemini (#4568, closes #4402) (thanks @G-XD!) - fix: skip model check for Responses lifecycle APIs (#4920)
- chore: refactored Anthropic request building into
BuildAnthropicChatRequestBody, sharedcompleteRequestacross Anthropic, Azure, and Bedrock, lazyBodySignerSigV4 signing, andBearerAuthHeaderhelper (#3309, #4394, #4425, #4735)
- feat: added ClickHouse support for the log store with a hybrid store mode (#4748, #4893)
- feat: added OAuth 2.1 gateway auth: AS discovery endpoints, signing key management,
MCPServerAuthModeconfig, issuance endpoints (DCR, authorize, token) with PKCE and refresh token rotation, session listing, revocation, family-revocation, VK liveness checks, and sweep worker (#4505, #4506, #4509) - feat: revoke VK-mode OAuth2 grants on VK deletion with user-liveness checks at refresh and request time (#4806)
- feat: push OAuth2 sessions filtering and pagination to SQL with total count (#4775)
- feat: added expiry field to virtual keys (#4887)
- feat: virtual key values use
schemas.SecretVarto support the env store (#4817) - feat: added
BedrockMantleKeyConfigsupport to key hashing, schema/table mapping, and sensitive field clearing (#4737, #4886) - feat: added per-MCP-server tool execution timeout (#4472, closes #4446) (thanks @Purvi09!)
- feat: added connection_type, auth_type, state, virtual_key, and server/client_id filters with pagination to the MCP clients list (#4839, #4767, #4841)
- feat: added
user_name,team_ids,team_names,customer_ids,customer_names,business_unit_ids, andbusiness_unit_namesto log list select columns (#4866) - feat: added
UpsertModelParametersBatchfor batched model parameter sync (#4800) - feat: added
is_deprecatedto pricing and catalog responses and mark deprecated models instead of filtering them (#4779, #4792, #4936) - feat: drop reasoning when tools are present but
reasoning_with_tool_callsis unsupported (#4630) - feat: extended vendor-prefix pricing fallback to OpenAI, Google, and xAI models (#4924)
- feat: lowered
auth_code_ttldefault to 300s and enforce a 900s maximum (#4822) - fix: sweep orphaned deferred spans in trace store TTL cleanup (#4869, closes #4868) (thanks @citrocat!)
- fix: rebuild token usage from denormalized columns in hybrid log list (#4722, closes #4721) (thanks @G-XD!)
- fix: stats for cancelled requests (#4930)
- fix: tier costs evaluated via input tokens instead of total tokens (#4917)
- fix: append datasheet models for incomplete list-models calls (#4879)
- fix: skip background token refresh for disabled or unconfigured MCP clients and guarantee non-nil logger in sync workers (#4848)
- fix: exclude terminal-status OAuth configs from the expiring token refresh query (#4754)
- fix: check whether virtual key values are secrets (#4927)
- fix: web fetch fixes (#4945)
- fix: Perplexity Responses API compatibility (#4813)
- feat: drop reasoning when tools are present but
reasoning_with_tool_callsis unsupported (#4630) - fix: convert thinking to disabled when tool choice is required for DeepSeek (#4861)
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- feat: added expiry enforcement for virtual keys (#4887)
- feat: complexity analyzer stemming support alongside exact keyword match and a no-signal fallback (#4708, #4791)
- feat: added
virtualKeysByIDsecondary index with cached signing key and VK lookups on the/mcpJWT auth path (#4783) - feat: virtual key values use
schemas.SecretVarto support the env store (#4817) - fix: skip O(N) reference refresh on request-time rate-limit and budget reset (#4883, closes #4851)
- fix: skip model check for Responses lifecycle APIs (#4920)
- fix: empty tool call result insertion failures (#4925)
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- feat: latency info on errors (#4867)
- feat: stream cost recalculation progress via SSE with batch processing (#4778)
- fix: sanitize
ErrorDetailsParsedso raw payloads honordisable_content_logging(#4873, closes #4872) (thanks @citrocat!) - fix: sanitize error details on the log update path and remove redundant immediate error serialization (#4913)
- fix: cancelled state in logs (#4831, closes #3357)
- fix: empty tool call result insertion failures (#4925)
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3
- fix: resolve internal embedding keys like external requests (#4903, closes #4756) (thanks @nnNyx!)
- fix: clear body-transport state for internal embedding requests via
ClearContextForInternalRequest(#4918) - chore: upgraded core to v1.6.3 and framework to v1.4.3
- chore: upgraded core to v1.6.3 and framework to v1.4.3

