PrepLayer.ai MCP Tools

• normalize

  normalize

• validate

  validate

• extract

  extract

• redact

  redact

• classify

  classify

• dedupe

  dedupe

• diff

  diff

• chunk

  chunk

• extract_custom

  extract custom

• validate_json

  validate json

• slugify

  slugify

• hash

  hash

• batch

  batch

This list was read from the server itself, by connecting to it and calling tools/list on 27 October 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.