generated: '2026-07-17'
method: derived
status: candidate
source: openapi/adaption-labs-datasets-openapi.yml
note: >-
  No official hosted/remote MCP server was found for Adaption (checked docs,
  npm @modelcontextprotocol, MCP registries). This is a candidate tool list
  derived one-to-one from the documented Adaptive Data API operations.
server:
  name: adaption
  transport: http
tools:
  - name: create_dataset
    description: Create a dataset from file upload, HuggingFace, or Kaggle.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#createDataset
  - name: list_datasets
    description: List datasets with cursor pagination and filters.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#listDatasets
  - name: get_dataset
    description: Get a dataset by ID.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#getDataset
  - name: get_dataset_status
    description: Get the processing status of a dataset.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#getDatasetStatus
  - name: get_dataset_evaluation
    description: Get evaluation results for a dataset.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#getDatasetEvaluation
  - name: run_dataset
    description: Start an augmentation run (or estimate cost with estimate=true).
    source_operation: openapi/adaption-labs-datasets-openapi.yml#runDataset
  - name: download_dataset
    description: Download the processed dataset.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#downloadDataset
  - name: publish_dataset
    description: Publish a dataset to Hugging Face or Kaggle (currently 501).
    source_operation: openapi/adaption-labs-datasets-openapi.yml#publishDataset
  - name: initiate_upload
    description: Initiate a presigned dataset upload.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#initiateUpload
  - name: complete_upload
    description: Complete a dataset upload and trigger processing.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#completeUpload
  - name: complete_upload_by_id
    description: Complete a file upload for a dataset and trigger processing.
    source_operation: openapi/adaption-labs-datasets-openapi.yml#completeUploadById