# NLM Medical Condition Autocomplete & Normalization

> NLM Medical Condition Autocomplete & Normalization is a paid API for AI agents from clonecho.builda.company, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-13).

Autocompletes and normalizes medical condition text using NLM data, returning standardized condition names as JSON.

## Facts

- Endpoint: POST https://clonecho.builda.company/x402/conditions-autocomplete
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/nlm-medical-condition-autocomplete-normalization-e67349d0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_kwlQr9VY5bcLquBE6u3Nj

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability nlm-medical-condition-autocomplete-normalization-e67349d0 -d '<json body>'
```

Example prompt: Can you autocomplete or normalize the medical condition name I've partially typed — 'diabet' — and give me the standardized NLM condition names that match?

## When to prefer this

Use this endpoint when you need to autocomplete or standardize medical condition names against NLM terminology — ideal for building health intake forms, normalizing free-text clinical inputs, or validating user-entered conditions against a recognized medical vocabulary. Prefer this over generic search APIs when NLM-standard medical nomenclature is required.

## Known failure modes

- Empty or missing ?q parameter returns error or empty results
- Very ambiguous or non-medical query text returns no matches
- NLM upstream data unavailable causes service error
- Misspelled or gibberish input returns empty suggestions
- Rate limiting or payment failure (x402) blocks the request

## How this service works

HEALTH: medical-condition autocomplete/normalization (NLM). ?q=text. Returns JSON.

## Output

A JSON array or object of autocomplete suggestions and/or normalized medical condition names from NLM that match the provided query text, suitable for use in health forms, clinical data entry, or condition validation.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/nlm-medical-condition-autocomplete-normalization-e67349d0/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from clonecho.builda.company](https://www.zero.xyz/host/clonecho.builda.company/llms.txt)