Give your AI a data toolbox.
Connect MessyAPI once and give AI assistants and agents production-ready tools to clean, validate, match, transform, protect and analyze real-world data.
Clean. Validate. Match. Transform. Protect. Analyze.
Describe the job. MessyAPI plans and runs it.
No account or key needed. Uses the same planner and engine as the API; nothing is stored.
The plan and the cleaned result will appear here.
Your agent doesn't need to know 90 endpoint names.
Each skill turns a plain-language goal into a plan built only from operations MessyAPI actually has. If something isn't supported, it says so instead of guessing.
Normalize phones, addresses, URLs and names
Validate emails, formats and data quality
Find duplicate and similar records
Convert, flatten, pivot and rank
Detect PII and secrets, return a redacted copy
Profile datasets, analyze text
Run a plan over up to 10,000 records
Ask what MessyAPI can do for a goal
Connect in about two minutes.
Each one is labeled with how it connects. MCP clients get the tools directly; others use the OpenAPI spec or the REST API.
{
"mcpServers": {
"messyapi": {
"url": "https://messyapi.com/mcp?mode=skills",
"headers": { "Authorization": "Bearer YOUR_MESSYAPI_KEY" }
}
}
}curl https://messyapi.com/api/v1/ai/clean \
-H "Authorization: Bearer $MESSYAPI_KEY" \
-H "Content-Type: application/json" \
-d '{"goal":"normalize phones, validate emails, find duplicates, redact PII",
"records":[{"name":"jane DOE","email":"jane@example.com","phone":"(555) 123-4567"}]}'