The utility toolbox
AI agents reach for.
Programmatic data normalization, parsing, validation, and classification. Agents don't need another LLM. They need reliable, fast helpers that just work. That's Snipget.
Built for agents, priced for scale.
Programmatic, not generative
Every utility is pure Python logic, no LLM calls. Predictable, fast, and cheap. Confidence scores tell your agent when to trust and when to escalate.
Consistent envelope
Every endpoint returns the same shape. Every error is the same format. Batch and single calls share the contract. Agents hate special cases, which is why we obsess over removing them.
OpenAPI + MCP native
Discoverable through the mechanisms agents already use. Rich OpenAPI descriptions, first-class MCP server, thin client SDKs for Python and TypeScript.
It's not accuracy. It's silent failure.
Errors compound.
Frontier models still hallucinate at 10%+ on simple tasks (Vectara HHEM, Nov 2025). Across a six-step pipeline, that's ~53% accuracy! Nearly half the rows in a thousand-row spreadsheet come out wrong.
Wrong rows look right.
No exceptions raised. No confidence scores attached. They get trusted by every system downstream. You find out when a dedup misses, a report doesn't reconcile, a customer complains or never.
Your agent finds the fix.
With Snipget in the agent's MCP toolkit, it reaches for the right utility when it recognizes the task. No-code builders, low-code workflows, non-technical users, same coverage, without knowing or needing to ask.
Built for agents. Useful for anyone.
Same API, same consistent envelope, whether the caller is an agent over MCP or your script over REST.
ETL & data pipelines
Parse names and addresses, normalize phones, validate identifier formats (NPI, EIN, SSN) before data lands in your warehouse.
Form-submit validation
Catch malformed identifiers at the API edge instead of with database constraints and rejection round-trips.
The regex graveyard
That 200-line utils.py everyone's afraid to touch? Most of those helpers are already Snipget endpoints.
A growing catalog of utilities.
From address parsing and entity matching to industry-specific lookups, plus hundreds of tiny helpers your agent reaches for a thousand times a day.
Common
- • Address parsing & CASS-style formatting
- • Person & org name parsing
- • Phone E.164 normalization
- • Entity match & fuzzy dedup
- • ID classification (SSN, EIN, TIN, NPI)
- • Jurisdiction (state, country, region)
Tiny helpers
- • Case conversion, whitespace, unicode fold
- • Slug, truncate, redact, checksum
- • Null detection, loose parsing
- • Format email / URL / UUID
Healthcare vertical
- • NPI validation & taxonomy enrichment
- • DEA format & checksum
- • NUCC taxonomy lookup & search
- • Credential expansion (MD ↔ Doctor of Medicine)
- • Cert status normalization
Every tier includes everything
No feature gates. Every utility in the catalog is available on every tier including Free. Pricing scales on throughput, not which utilities you need.
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