Adaption (Claude)
Manage datasets and fine-tuning on Adaption: import, adapt, augment, translate and generate data, then launch and monitor training runs.
Adaption connects Claude to your Adaption account so you can prepare training data and fine-tune models from a conversation. Datasets - Import datasets from Hugging Face, Kaggle, or Google Sheets - Adapt them with Adaption's processing pipeline and review quality evaluations - Augment with synthetic domain or general rows - Translate and localize rows for other languages and countries - Combine compatible datasets and get export links Fine-tuning - Browse available base models - Get recommended hyperparameters for a dataset - Launch AutoScientist training runs and monitor their progress Invent - Generate synthetic datasets from a natural language description, with no seed data Every tool that spends credits (adaptation, augmentation, translation, localization, generation, training) supports an estimate mode, so Claude can show the cost before anything launches. You sign in with your Adaption account through OAuth and choose which organization Claude can access; no API key is needed. Example prompts: - "List my Adaption datasets" - "Import this Hugging Face dataset and adapt it for fine-tuning" - "Start fine-tuning on my adapted dataset and pick a suitable base model" - "Generate 1,000 customer service examples with Invent"
Features
Category
Open the Claude listing: https://claude.com/marketplace/connectors/adaption. Choose Add to Claude and follow the publisher’s setup instructions. The published connector URL is https://api.prod.adaptionlabs.ai/api/v1/mcp. Sign-in: Required. Publisher documentation: https://docs.adaptionlabs.ai/. Availability depends on your plan, region, and workspace settings. This integration has not been authenticated or functionally tested here.
augment_dataset
combine_datasets
create_autoscientist_run
generate_dataset
get_autoscientist_run
get_dataset
get_dataset_evaluation
get_dataset_export_links
get_dataset_status
import_dataset
list_autoscientist_runs
list_datasets
list_invent_domains
list_training_models
localize_dataset
recommend_autoscientist_hyperparameters
run_dataset_adaptation
translate_dataset
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