# Schema Mapper

Review vendor CSV field correspondences and validate a reusable mapping.

Local CLI/SDK and stdio MCP are free. Hosted preview/validation are free; $9 once per approved downloadable artifact, with no subscription.

- [Offer](https://schema.contentsweep.ai)
- [Agent setup](https://schema.contentsweep.ai/integrate)
- [Product skill](https://schema.contentsweep.ai/SKILL.md)
- [Tool reference](https://schema.contentsweep.ai/agent-assets/TOOLS.json)

Flat CSV/JSON/JSONL and the documented primitive schema/cast subset. Hosted uploads are limited to 1 MiB. Python 3.12+ and the matching free runtime are required for generated wrappers.
# contentsweep-schema-mapper

- [Agent workflow](https://schema.contentsweep.ai/agents)
- [Pricing](https://schema.contentsweep.ai/pricing.md)
- [Capabilities](https://schema.contentsweep.ai/capabilities.json)
- [Skill](https://schema.contentsweep.ai/skills/contentsweep-schema-mapper/SKILL.md)