# SmartDataAI

> Free, rule-based data cleaning tools that run in the browser, plus a local command-line tool and MCP server for AI agents. No AI model is used for cleaning. Files are processed on the user's own device; nothing is uploaded.

## For AI agents
- [Agent pilot](https://smartdataai.ai/agents/): what agents can do, how to connect, practice tasks, acceptance scoring
- [Download smartdata-clean 1.3.2](https://smartdataai.ai/assets/downloads/smartdata-clean-cli-1.3.2.zip): Node.js 18+, no dependencies, no network calls; CLI with --json output and a stdio MCP server
- [Practice tasks (JSON)](https://smartdataai.ai/agents/tasks/index.json): five tasks on fictional data

## Browser tools
- [Data Workspace](https://smartdataai.ai/workspace): import, analyze, clean, review, export, with an audit trail
- [Verify a cleaned file](https://smartdataai.ai/verify): checks that a change log explains every difference between an original and a cleaned file
- [CSV Cleaner](https://smartdataai.ai/tools/csv-cleaner)
- [Duplicate Remover](https://smartdataai.ai/tools/duplicate-remover)
- [Data Health Score](https://smartdataai.ai/tools/data-health-score)
- [JSON to CSV](https://smartdataai.ai/tools/json-to-csv)
- [Email Extractor](https://smartdataai.ai/tools/email-extractor)

## Guides with worked examples
- [All guides](https://smartdataai.ai/guides/): ten cleanup jobs, each with a fictional sample, real before/after and a verified change log
- [Data cleaning demand](https://smartdataai.ai/data-cleaning-demand): what buyers ask for when they outsource data cleaning

## Human services
- [Fixed-price data cleaning](https://smartdataai.ai/data-cleaning-service): four levels from $19 to $299
- [Monthly Data Care Plan](https://smartdataai.ai/data-care-plan): $99, $249 or $499 a month
- [Service standards](https://smartdataai.ai/service-standards): file handling, checks, scope, delivery times, refunds
- [Request data help](https://smartdataai.ai/hire-data-help): every request is reviewed by a person before it is accepted
- [Partner program](https://smartdataai.ai/partners): refer clients; they save 10%, partners earn 20%

## Important limits
- Email checks cover format only; they do not confirm a mailbox exists.
- Two-digit years and conflicting duplicate records are left unchanged and listed for a person. So are dates whose day/month order is unclear, unless other dates in the same column settle the order; those conversions are listed for review.
- There is no hosted API, no job marketplace and no paid work for agents.