Adaption
Claude connectorCommunityManage datasets and fine-tuning on Adaption: import, adapt, augment, translate and generate data, then launch and monitor training runs.
- Tools
- 18
exposed by this connector
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Data analytics1,253rd of 1,936 by popularity · not ranked by trending score
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| 1250 | 4,459 | 280places down | ||
| 1251 | 4,459 | 367places down | ||
| 1252 | 4,459 | 280places down | ||
| 1253 | 4,392 | — | ||
| 1254 | 4,392 | 185places down | ||
| 1255 | 4,392 | 45places up | ||
| 1256 | 4,392 | 371places down |
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| # | Connector | Trending | Popularity | 7d |
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| 1 | 6,048,830 | — | ||
| 2 | 5,128,156 | — | ||
| 3 | 3,037,347 | — | ||
| 4 | 2,221,248 | 21places up | ||
| 5 | 2,079,337 | — | ||
| 6 | 1,956,519 | 9places down | ||
| 7 | 1,503,432 | 18places up |
Developer tools609th of 934 by popularity · not ranked by trending score
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| 606 | 4,459 | 112places down | ||
| 607 | 4,459 | — | ||
| 608 | 4,459 | 280places down | ||
| 609 | 4,392 | — | ||
| 610 | 4,392 | 371places down | ||
| 611 | 4,392 | 420places down | ||
| 612 | 4,392 | 141places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 8,217,214 | — | ||
| 2 | 5,128,156 | — | ||
| 3 | 3,037,347 | — | ||
| 4 | 2,508,810 | — | ||
| 5 | 1,956,519 | 9places down | ||
| 6 | 1,271,178 | 1places down | ||
| 7 | 914,345 | — |
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"
Tools
- 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
- Categories
- Made by
- Adaption Labs · Website
- Sign-in
- Required
- Connector URL
- https://api.prod.adaptionlabs.ai/api/v1/mcp
- Transport
- Streamable HTTP
- Works with
- Claude, Claude API, Claude Code, Claude Desktop
- Added
- October 9, 2026
- More info