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StayCharted AI Model Trainer

Claude connectorCommunity

Use the classification models you trained in StayCharted: see how they score, categorize new items, fix mislabelled rows and retrain, on th…

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Tools
21

exposed by this connector

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#3612of 4,13750places down24h—7d
#3,542#3,605#3,668#3,731Sep 6Sep 12Sep 18Sep 24Sep 30Oct 5

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2,322024h—7d
8681,2651,6622,059Sep 6Sep 12Sep 18Sep 24Sep 30Oct 5

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StayCharted AI Model Trainer (AMT) trains private classification models on your team’s own labelled examples: support tickets, expenses, product photos, documents. This connector lets Claude work with those models.

Ask Claude how a model scored on examples it never trained on, overall and for each category, and which categories are weakest. Categorise pasted items with your trained model instead of having Claude guess, following your team’s labelling guide. Go through the mistakes from the last training run, correct mislabelled rows, and retrain or publish a new version. Claude shows what that will use from your plan and waits for your yes.

Your data stays in StayCharted. Claude sees only the workspace you choose when you connect, only the models a Builder has switched on for assistants, and only with your role in that workspace. Files never pass through the chat: uploads, fills and downloads open in StayCharted through one-time links. Every change made through Claude is recorded in Activity, marked “via Claude”. You can disconnect at any time from your Profile.

You need a StayCharted AMT account. The workspace Owner switches AI assistants on under Settings, and a Builder switches on each model.

Tools

  • apply_quality_choices
  • classify
  • columns
  • correct_labels
  • create_model
  • data_quality
  • dataset_summary
  • fill_status
  • job_status
  • labelling_guide_get
  • labelling_guide_set
  • list_models
  • mistakes
  • model_report
  • publish
  • read_fill_results
  • review_pictures
  • sample_rows
Show all 21
  • start_fill
  • train
  • usage
Categories
Made by
StayCharted · Website
Sign-in
Required
Connector URL
https://amt.staycharted.com/mcp
Transport
Streamable HTTP
Works with
Claude, Claude API, Claude Code, Claude Desktop
Added
October 2, 2026
More info