generated: '2026-07-21'
method: derived
status: candidate
source: openapi/*.yml
note: No official hosted/remote MCP server was found for Simplismart (no docs page, no /mcp endpoint,
  no @modelcontextprotocol registry entry as of 2026-07-21). This is a CANDIDATE tool list derived from
  published OpenAPI operations, one tool per distinct operation, to seed a future MCP server.
server:
  name: simplismart
  transport: http
tools:
- name: chat_completion
  description: Create a chat completion (OpenAI-compatible) against a Simplismart-hosted LLM.
  source_operation: openapi/simplismart-llama-3.3-70b-openapi.yml#createChatCompletion70B
- name: generate_image
  description: Generate images from a text prompt using the Flux model.
  source_operation: openapi/simplismart-flux-dev-openapi.yml#generateImage
- name: transcribe_audio
  description: Transcribe or translate audio using Whisper V3.
  source_operation: openapi/simplismart-whisper-v3-openapi.yml#transcribeAudioV3
- name: get_chat_metrics
  description: Retrieve token counts and performance metrics for an LLM completion request.
  source_operation: openapi/simplismart-llm-metrics-openapi.yml#getChatMetrics
- name: start_llm_training_job
  description: Start a new LLM/VLM training job.
  source_operation: openapi/simplismart-llm-training-openapi.yml#createTrainingJob
- name: list_llm_training_jobs
  description: Retrieve a list of all LLM/VLM training jobs for the organisation.
  source_operation: openapi/simplismart-llm-training-openapi.yml#listTrainingJobs
- name: get_llm_training_job
  description: Retrieve details of a specific LLM/VLM training job.
  source_operation: openapi/simplismart-llm-training-openapi.yml#getTrainingJob
- name: get_llm_training_metrics
  description: Retrieve LLM/VLM training metrics.
  source_operation: openapi/simplismart-llm-training-openapi.yml#getTrainingMetrics
- name: start_flux_training_job
  description: Submit a new Flux training job with configuration, data, and metadata.
  source_operation: openapi/simplismart-flux-training-openapi.yml#startFluxTrainingJob
- name: list_flux_training_jobs
  description: Retrieve a list of Flux training jobs for the organisation.
  source_operation: openapi/simplismart-flux-training-openapi.yml#listFluxTrainingJobs
- name: get_flux_training_job
  description: Retrieve details of a specific Flux training job.
  source_operation: openapi/simplismart-flux-training-openapi.yml#getFluxTrainingJob
- name: get_flux_training_metrics
  description: Retrieve Flux training metrics.
  source_operation: openapi/simplismart-flux-training-openapi.yml#getFluxTrainingMetrics
deployment:
  mode: none
  verified: derived
  tools: 12
  checked: '2026-08-12'
  source: catalog MCP census