Agent-first API platform

Fix messy AI output before it breaks your systems

Clean JSON, structure text, and normalize data with simple APIs built for AI agents and developers.

Live example

See what the API fixes immediately

Input

{ name: "john", age: 30, city: melbourne }

Output

{
  "cleaned": {
    "name": "john",
    "age": 30,
    "city": "melbourne"
  },
  "repair_applied": true,
  "warnings": [
    "Unquoted key fixed",
    "Bareword string value quoted"
  ]
}

Pick an API

Start with JSON Clean, Data Extraction, or Transcript Formatter.

Paste a sample

Use the playground or the curl examples to test the exact request shape.

Get structured JSON back

Validate the response, then move to RapidAPI when you want a paid self-serve plan.

Available now

Three live APIs to start with

These are the fastest routes to understanding the platform and getting value from the first request.

JSON Clean

Fix broken JSON before it breaks your workflow.

POST /v1/json/clean

Fix invalid or messy JSON-like text into valid structured output.

Cleaning payloads before ingestion
Agent toolchains
Webhook normalization

View Docs Try Live RapidAPI

Data Extraction

Pull known fields out of messy text without writing custom parsers.

POST /v1/extract/fields

Extract known fields from short messy text into structured JSON.

CRM sync
Operations dashboards
Human-in-the-loop extraction

View Docs Try Live RapidAPI

Transcript Formatter

Normalize speaker-labeled transcript text into stable speaker turns.

POST /v1/transcripts/format

Normalize speaker-labeled transcript text into a stable turn-by-turn JSON structure.

Call review pipelines
CRM enrichment
Preparing transcripts for later scoring

View Docs Try Live RapidAPI

Use cases

What you can use this for

People do not buy APIs because they are APIs. They buy faster cleanup, safer automation, and structured outputs they can trust.

Fix broken webhook payloads before validation or storage.

Clean GPT output before it hits a database or workflow.

Normalize scraped or hand-edited data into structured JSON.

Structure speaker-labeled transcripts before review or scoring.

Trust

Fast signals that reduce hesitation

Keep the trust story short, factual, and visible. The goal is to help someone decide quickly whether the APIs fit their workflow.

Built for AI agents

Structured JSON responses

Live playground with no login

RapidAPI plans live now

Built in Australia

Pricing

Simple pricing, visible on the homepage

The free path starts on this site. Paid self-serve lives on RapidAPI for the current public listings.

Free

10 requests / day

Test live APIs on this site with no credit card and no approval queue.

Starter

$9/month

5,000 requests on RapidAPI for the live self-serve APIs. The Rapid free plan starts at 100 requests / month.

Pro

Higher usage

Use the live Rapid listings for paid self-serve or contact us for premium and higher-volume workflows.

View pricing details Open RapidAPI team