✓AI Data Cleaning
DATA CLEANING MCP

Clean governed data with Claude under your Loam permissions.

Data Cleaning has a dedicated MCP identity backed by Loam's shared account, authorization, regional engine, and source-preserving cleaning capabilities. Connect with a compatible remote MCP client using the resource URL below.

https://aidatacleaning.ai/api/mcp

Connection flow

  1. Add the Data Cleaning resource URL above in an MCP client that supports remote OAuth.
  2. Sign in with Loam, select one eligible workspace account, review the requested read or write capability, and approve the current access rules.
  3. Revoke the connection in Loam when it is no longer needed.

Seven focused tools

  • list_datasets and describe_dataset discover governed tables and views.
  • profile_dataset measures columns and find_exact_duplicates identifies exact duplicate groups.
  • preview_cleaning_plan shows a deterministic result before any save.
  • save_cleaned_view creates a new source-preserving view only after approval and with write permission.
  • compare_datasets checks source and cleaned output.

Shared platform, distinct product

The site, MCP resource, consent copy, errors, support, and listing use the Data Cleaning identity. Loam continues to enforce workspace and object permissions underneath. Browser-local CSV files never enter MCP, and no request can select another product, tenant, regional service, or tool.

Frequently asked questions

Do I need an account to clean governed data with Claude?

Yes. Connect the dedicated Data Cleaning MCP resource, sign in with Loam, choose an eligible workspace account and consent to the requested capability. Local CSV cleaning remains account-free.

Does saving a cleaned view change the source dataset?

No. The save tool creates a source-preserving view after approval and requires write permission. Profiling and preview tools let you inspect the result before saving.

Does the MCP connection receive browser-local CSV files?

No. Browser-local files do not enter MCP. The connection accesses only governed tables and views allowed by the selected workspace and object permissions.

Data Cleanerby Loamstack