Data Transform Agent

A headless, zero-UI data transformation service that converts between 67+ format pairs including aviation weather formats. Discovered by AI agents via MCP, Google A2A, and OpenAPI. Paid via x402 (USDC stablecoin) — first 100 requests free.

Live endpoint: https://transform-agent-lingering-surf-8155.fly.dev

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Supported Formats

Category	Formats
Structured	JSON, CSV, XML, YAML, TOML
Markup	HTML, Markdown, Plain Text
Documents	PDF, Excel (.xlsx), DOCX
Encoding	Base64, URL-encoded, Hex
Aviation	METAR, TAF, NOTAM, PIREP, SIGMET, AIRMET, ATIS, Winds Aloft

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Aviation Features

Purpose-built for aviation AI agents and flight planning workflows. Parses raw aviation weather formats into clean structured data.

METAR → Markdown

{
  "source_format": "metar",
  "target_format": "markdown",
  "data": "METAR KSFO 061956Z 28015KT 10SM FEW015 BKN030 14/08 A2992"
}

Returns:

## METAR — KSFO
**Flight Category:** 🟢 VFR
**Wind:** 280° at 15kt
**Visibility:** 10.0 SM
**Sky:** FEW @ 1500ft, BKN @ 3000ft
**Temp/Dew:** 14°C / 8°C
**Altimeter:** 29.92 inHg

PIREP → Markdown

{
  "source_format": "pirep",
  "target_format": "markdown",
  "data": "UA /OV OAK/TM 1530/FL085/TP C172/SK BKN065/TA 05/WV 27015/TB LGT/RM SMOOTH BELOW"
}

Returns:

## PIREP 🔵 ROUTINE
**Location:** OAK
**Altitude:** 8500 ft
**Aircraft:** C172
**Sky:** BKN065
**Temperature:** 5C
**Wind:** 270deg at 15kt
**Turbulence:** 🟢 LGT
**Remarks:** SMOOTH BELOW

ATIS → Markdown

{
  "source_format": "atis",
  "target_format": "markdown",
  "data": "KSFO ATIS INFO NOVEMBER 1956Z. 28015KT 10SM FEW015 BKN030 14/08 A2992. ILS RWY 28L APCH IN USE. DEPTG RWY 28L. NOTAM BIRDS IN VICINITY."
}

Returns:

## ATIS — KSFO INFO NOVEMBER
**Flight Category:** 🟢 VFR
**Wind:** 280deg at 15kt
**Visibility:** 10.0 SM
**Sky:** FEW @ 1500ft, BKN @ 3000ft
**Runways In Use:** 28L
**Departure Runway:** 28L
**NOTAMs:** BIRDS IN VICINITY

Winds Aloft → Markdown

{
  "source_format": "winds_aloft",
  "target_format": "markdown",
  "data": "FD1US1\nDATA BASED ON 091200Z\nVALID 091800Z   FOR USE 1400-2100Z. TEMPS NEG ABV 24000\n\nFT  3000    6000    9000   12000   18000   24000  30000  34000  39000\nBOS 1606 2014+07 2119+02 2321-04 2434-15 245930 256344 256857 257063\nSFO 0000 3607+12 3515+07 3317+01 3322-12 333227 324042 314356 305163"
}

Returns:

## Winds Aloft Forecast

**Valid:** 091800Z
**For Use:** 1400Z to 2100Z

### BOS
| Altitude | Direction | Speed | Temp |
| --- | --- | --- | --- |
| 3000ft | 160° | 6kt | — |
| 6000ft | 200° | 14kt | 7C |
| 9000ft | 210° | 19kt | 2C |
| 12000ft | 230° | 21kt | -4C |
| 18000ft | 240° | 34kt | -15C |

All aviation formats also support json and plain_text as target formats.

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Quick Start

Use via MCP (Claude, Cursor, Windsurf, etc.)

Add to your MCP client config:

{
  "mcpServers": {
    "data-transform-agent": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://transform-agent-lingering-surf-8155.fly.dev/mcp"
      ]
    }
  }
}

Use via REST API

# 1. Get a free API key (instant, no signup)
curl -X POST https://transform-agent-lingering-surf-8155.fly.dev/auth/provision \
  -H "Content-Type: application/json" \
  -d '{}'

# 2. Convert a METAR to JSON
curl -X POST https://transform-agent-lingering-surf-8155.fly.dev/transform \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "source_format": "metar",
    "target_format": "json",
    "data": "METAR KSFO 061956Z 28015KT 10SM FEW015 BKN030 14/08 A2992"
  }'

---

Discovery Protocols

Protocol	Endpoint
MCP (Streamable HTTP)	/mcp
Google A2A (Agent Card)	/.well-known/agent-card.json
OpenAPI	/openapi.json
Smithery	smithery.ai/server/brad04-ai/data-transform
mcp.so	mcp.so

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Pricing

Transform Type	Cost
Text formats (JSON, CSV, XML, YAML, etc.)	$0.001
Aviation formats (METAR, TAF, NOTAM, PIREP, SIGMET, AIRMET, ATIS, Winds Aloft)	$0.001
Documents (PDF, Excel, DOCX)	$0.005
Encoding (Base64, hex, URL)	$0.0005

First 100 requests are free per API key. After that, pay-per-request via x402 (USDC on Base).

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Self-Hosting

git clone https://github.com/brad04-ai/transform-agent
cd transform-agent
fly launch --copy-config
fly secrets set WALLET_ADDRESS=0xYourAddress ADMIN_API_KEY=your-secret
fly deploy

License

MIT