generated: '2026-07-21'
method: derived
status: candidate
source: grpc/_index.yml (archived Speechly protobuf definitions)
note: Candidate MCP tool list derived one-per-RPC from the archived Speechly gRPC service definitions.
  No official Speechly MCP server exists and the hosted API (formerly api.speechly.com) has been discontinued
  following the Roblox acquisition, so this is a reference mapping only — the server is not deployable.
  Streaming RPCs (SLU.Stream, StreamingAudioModeration) do not map cleanly to request/response MCP tools
  and are marked streaming.
server:
  name: speechly
  transport: grpc
  url: null
tools:
- name: login
  description: Exchange a device id + application/project scope for a bearer access token.
  source_operation: grpc/speechly/identity/v2/identity_api.proto#IdentityAPI/Login
- name: stream_slu
  description: Bidirectional streaming spoken language understanding (transcript + intents/entities).
  streaming: true
  source_operation: grpc/speechly/slu/v1/slu.proto#SLU/Stream
- name: text_wlu
  description: Written language understanding over a single text input.
  source_operation: grpc/speechly/slu/v1/wlu.proto#WLU/Text
- name: texts_wlu
  description: Written language understanding over multiple text inputs.
  source_operation: grpc/speechly/slu/v1/wlu.proto#WLU/Texts
- name: process_audio
  description: Submit an audio file for batch SLU processing.
  source_operation: grpc/speechly/slu/v1/batch_api.proto#BatchAPI/ProcessAudio
- name: query_batch_status
  description: Query the status/results of a batch audio processing job.
  source_operation: grpc/speechly/slu/v1/batch_api.proto#BatchAPI/QueryStatus
- name: list_apps
  description: List the applications in a project.
  source_operation: grpc/speechly/config/v1/config_api.proto#ConfigAPI/ListApps
- name: get_app
  description: Fetch a single application by id.
  source_operation: grpc/speechly/config/v1/config_api.proto#ConfigAPI/GetApp
- name: create_app
  description: Create a new application in a project.
  source_operation: grpc/speechly/config/v1/config_api.proto#ConfigAPI/CreateApp
- name: update_app
  description: Update an application's configuration.
  source_operation: grpc/speechly/config/v1/config_api.proto#ConfigAPI/UpdateApp
- name: delete_app
  description: Delete an application.
  source_operation: grpc/speechly/config/v1/config_api.proto#ConfigAPI/DeleteApp
- name: upload_training_data
  description: Upload training data for an application.
  source_operation: grpc/speechly/config/v1/config_api.proto#ConfigAPI/UploadTrainingData
- name: list_base_models
  description: List available base models to build apps on.
  source_operation: grpc/speechly/config/v1/model_api.proto#ModelAPI/ListBaseModels
- name: utterance_statistics
  description: Retrieve aggregate utterance analytics for a period.
  source_operation: grpc/speechly/analytics/v1/analytics_api.proto#AnalyticsAPI/UtteranceStatistics
- name: audio_moderation
  description: Moderate an audio input for policy-violating content.
  source_operation: grpc/speechly/moderation/v1beta1/moderation_api.proto#ModerationAPI/AudioModeration
- name: text_moderation
  description: Moderate a text input for policy-violating content.
  source_operation: grpc/speechly/moderation/v1beta1/moderation_api.proto#ModerationAPI/TextModeration
- name: compile_sal
  description: Compile a SAL (Speechly Annotation Language) configuration.
  source_operation: grpc/speechly/sal/v1/compiler.proto#Compiler/Compile
deployment:
  mode: none
  verified: derived
  tools: 17
  checked: '2026-08-12'
  source: catalog MCP census