generated: '2026-08-02'
method: derived
status: candidate
source: openapi/tensorwave-scalarlm-openapi.yml
published: false
search_result:
  found: false
  searched:
  - TensorWave and ScalarLM documentation (docs.tensorwave.com, www.scalarlm.com)
  - github.com/tensorwavecloud (all 19 public repositories; no mcp path in the ScalarLM tree)
  - npm (@modelcontextprotocol scope, tensorwave, scalarlm)
  - PyPI (tensorwave, scalarlm)
  - DNS for mcp.tensorwave.com (NXDOMAIN)
  conclusion: TensorWave publishes no hosted or packaged MCP server.
pointer_policy: 'This file is a DESIGN CANDIDATE only. No `type: MCPServer` pointer is wired into apis.yml,
  because no MCP server exists. Wiring one would credit TensorWave with an agent surface it does not ship.
  If TensorWave publishes a server, replace this file with the searched artifact and add the pointer then.'
server:
  name: scalarlm
  transport: http
  url: null
proposed_tools:
- name: list_models
  description: List models available on the ScalarLM deployment.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#listModels
- name: chat_completion
  description: Run an OpenAI-compatible chat completion against the deployed model.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#createChatCompletion
- name: generate_batch
  description: Submit a batch of prompts to the inference queue and receive request ids.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#generate
- name: get_results
  description: Fetch results for previously submitted request ids.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#getResults
- name: list_requests
  description: Page through recent inference requests.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#listRequests
- name: get_request
  description: Get the detail of one inference request.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#getRequestDetail
- name: get_inference_metrics
  description: Read queue depth and throughput metrics.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#getGenerateMetrics
- name: submit_training_job
  description: Launch a training job from an uploaded dataset.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#submitTrainingJob
- name: get_training_job
  description: Get the status of a training job by job_hash.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#getTrainingJob
- name: list_checkpoints
  description: List checkpoints written by a training job.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#listCheckpoints
- name: get_training_logs
  description: Stream training logs for a model.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#getTrainingLogs
- name: get_cluster_status
  description: Read Slurm queue plus GPU and node counts.
  source_operation: openapi/tensorwave-scalarlm-openapi.yml#getSlurmStatus
excluded_from_proposal:
- operations:
  - clearQueue
  - deleteTrainingJob
  - cancelTrainingJob
  - restartTrainingJob
  - cancelSlurmJob
  - cancelPublish
  reason: Destructive or cluster-wide; should not be exposed as an unattended agent tool without human-in-the-loop.
    See overlays/tensorwave-scalarlm-overlay.yaml.
- operations:
  - publishToHuggingFace
  reason: Requires a caller-supplied Hugging Face write token in the request body and publishes weights
    to a public third-party registry.
- operations:
  - getWork
  - finishWork
  - getAdaptors
  - uploadGenerateData
  - downloadGenerateData
  reason: Worker-plane coordination, not a client-facing capability.
- operations:
  - listGenerateEndpoints
  - listMegatronEndpoints
  - listHealthEndpoints
  - listSlurmEndpoints
  reason: Route introspection; no agent value.
notes: Tool input schemas would be inherited from each backing operation's parameters and requestBody
  in the derived OpenAPI. No tool crosswalk artifact is emitted because there is neither a published MCP
  server nor a GraphQL surface to cross-walk against.
deployment:
  mode: none
  verified: derived
  checked: '2026-08-12'
  source: catalog MCP census