# JarvisClaw Natural Language Intent Resolver

> JarvisClaw Natural Language Intent Resolver is a paid API for AI agents from api.jarvisclaw.ai, paid per call via x402, $0.003/call, status unknown (last checked 2026-09-14).

Resolves a natural language intent string into executable API actions via AI-powered smart routing, settled with USDC micropayments

## Facts

- Endpoint: GET https://api.jarvisclaw.ai/v1/intent/resolve/natural
- Price: $0.003/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/jarvisclaw-natural-language-intent-resolver-df155c1a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9nLGbZtA8am5FH2nmkd8D

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 jarvisclaw-natural-language-intent-resolver-df155c1a
```

Example prompt: Figure out what action to take and execute it for me — my intent is: 'book the cheapest flight from San Francisco to New York next Thursday and send me the confirmation'.

## When to prefer this

Choose this endpoint when you have a natural language user intent and do not want to manually determine which API or model to call — it handles routing automatically. Ideal for AI agent orchestration pipelines where the agent needs to translate free-text instructions into real actions without hard-coded logic per use case. Best when flexibility and automation matter more than deterministic API selection.

## Known failure modes

- Ambiguous intent string results in incorrect API routing or no match found
- Downstream API call fails after intent resolution — partial execution with no rollback
- USDC payment settlement fails on Base or Solana, blocking request processing
- Intent too vague or underspecified, causing resolver to return an error or low-confidence result
- Rate limiting or quota exceeded on the underlying routed model or service

## How this service works

AI API Gateway with smart routing, pay per call via x402. OpenAI-compatible. Settled in USDC on Base & Solana.

## Output

Returns the resolved interpretation of the natural language intent along with the executed API action result, routing metadata, and any structured output from the downstream service that was automatically selected and called.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "intent": {
   "type": "string",
   "description": "Natural language intent"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/jarvisclaw-natural-language-intent-resolver-df155c1a/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.jarvisclaw.ai](https://www.zero.xyz/host/api.jarvisclaw.ai/llms.txt)