Data Transform Agent

1# Data Transform Agent
2 
3A headless, zero-UI data transformation service that converts between **67+ format pairs** including aviation weather formats. Discovered by AI agents via [MCP](https://modelcontextprotocol.io), [Google A2A](https://github.com/google/A2A), and OpenAPI. Paid via [x402](https://www.x402.org) (USDC stablecoin) — first 100 requests free.
4 
5**Live endpoint:** `https://transform-agent-lingering-surf-8155.fly.dev`
6 
7---
8 
9## Supported Formats
10 
11| Category | Formats |
12| --- | --- |
13| **Structured** | JSON, CSV, XML, YAML, TOML |
14| **Markup** | HTML, Markdown, Plain Text |
15| **Documents** | PDF, Excel (.xlsx), DOCX |
16| **Encoding** | Base64, URL-encoded, Hex |
17| **Aviation** | METAR, TAF, NOTAM, PIREP, SIGMET, AIRMET, ATIS, Winds Aloft |
18 
19---
20 
21## Aviation Features
22 
23Purpose-built for aviation AI agents and flight planning workflows. Parses raw aviation weather formats into clean structured data.
24 
25### METAR → Markdown
26```json
27{
28  "source_format": "metar",
29  "target_format": "markdown",
30  "data": "METAR KSFO 061956Z 28015KT 10SM FEW015 BKN030 14/08 A2992"
31}
32```
33Returns:
34```
35## METAR — KSFO
36**Flight Category:** 🟢 VFR
37**Wind:** 280° at 15kt
38**Visibility:** 10.0 SM
39**Sky:** FEW @ 1500ft, BKN @ 3000ft
40**Temp/Dew:** 14°C / 8°C
41**Altimeter:** 29.92 inHg
42```
43 
44### PIREP → Markdown
45```json
46{
47  "source_format": "pirep",
48  "target_format": "markdown",
49  "data": "UA /OV OAK/TM 1530/FL085/TP C172/SK BKN065/TA 05/WV 27015/TB LGT/RM SMOOTH BELOW"
50}
51```
52Returns:
53```
54## PIREP 🔵 ROUTINE
55**Location:** OAK
56**Altitude:** 8500 ft
57**Aircraft:** C172
58**Sky:** BKN065
59**Temperature:** 5C
60**Wind:** 270deg at 15kt
61**Turbulence:** 🟢 LGT
62**Remarks:** SMOOTH BELOW
63```
64 
65### ATIS → Markdown
66```json
67{
68  "source_format": "atis",
69  "target_format": "markdown",
70  "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."
71}
72```
73Returns:
74```
75## ATIS — KSFO INFO NOVEMBER
76**Flight Category:** 🟢 VFR
77**Wind:** 280deg at 15kt
78**Visibility:** 10.0 SM
79**Sky:** FEW @ 1500ft, BKN @ 3000ft
80**Runways In Use:** 28L
81**Departure Runway:** 28L
82**NOTAMs:** BIRDS IN VICINITY
83```
84 
85### Winds Aloft → Markdown
86```json
87{
88  "source_format": "winds_aloft",
89  "target_format": "markdown",
90  "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"
91}
92```
93Returns:
94```
95## Winds Aloft Forecast
96 
97**Valid:** 091800Z
98**For Use:** 1400Z to 2100Z
99 
100### BOS
101| Altitude | Direction | Speed | Temp |
102| --- | --- | --- | --- |
103| 3000ft | 160° | 6kt | — |
104| 6000ft | 200° | 14kt | 7C |
105| 9000ft | 210° | 19kt | 2C |
106| 12000ft | 230° | 21kt | -4C |
107| 18000ft | 240° | 34kt | -15C |
108```
109 
110All aviation formats also support `json` and `plain_text` as target formats.
111 
112---
113 
114## Quick Start
115 
116### Use via MCP (Claude, Cursor, Windsurf, etc.)
117 
118Add to your MCP client config:
119```json
120{
121  "mcpServers": {
122    "data-transform-agent": {
123      "command": "npx",
124      "args": [
125        "mcp-remote",
126        "https://transform-agent-lingering-surf-8155.fly.dev/mcp"
127      ]
128    }
129  }
130}
131```
132 
133### Use via REST API
134```bash
135# 1. Get a free API key (instant, no signup)
136curl -X POST https://transform-agent-lingering-surf-8155.fly.dev/auth/provision \
137  -H "Content-Type: application/json" \
138  -d '{}'
139 
140# 2. Convert a METAR to JSON
141curl -X POST https://transform-agent-lingering-surf-8155.fly.dev/transform \
142  -H "Content-Type: application/json" \
143  -H "Authorization: Bearer YOUR_API_KEY" \
144  -d '{
145    "source_format": "metar",
146    "target_format": "json",
147    "data": "METAR KSFO 061956Z 28015KT 10SM FEW015 BKN030 14/08 A2992"
148  }'
149```
150 
151---
152 
153## Discovery Protocols
154 
155| Protocol | Endpoint |
156| --- | --- |
157| **MCP** (Streamable HTTP) | `/mcp` |
158| **Google A2A** (Agent Card) | `/.well-known/agent-card.json` |
159| **OpenAPI** | `/openapi.json` |
160| **Smithery** | [smithery.ai/server/brad04-ai/data-transform](https://smithery.ai/server/brad04-ai/data-transform) |
161| **mcp.so** | [mcp.so](https://mcp.so) |
162 
163---
164 
165## Pricing
166 
167| Transform Type | Cost |
168| --- | --- |
169| Text formats (JSON, CSV, XML, YAML, etc.) | $0.001 |
170| Aviation formats (METAR, TAF, NOTAM, PIREP, SIGMET, AIRMET, ATIS, Winds Aloft) | $0.001 |
171| Documents (PDF, Excel, DOCX) | $0.005 |
172| Encoding (Base64, hex, URL) | $0.0005 |
173 
174First **100 requests are free** per API key. After that, pay-per-request via [x402](https://www.x402.org) (USDC on Base).
175 
176---
177 
178## Self-Hosting
179```bash
180git clone https://github.com/brad04-ai/transform-agent
181cd transform-agent
182fly launch --copy-config
183fly secrets set WALLET_ADDRESS=0xYourAddress ADMIN_API_KEY=your-secret
184fly deploy
185```
186 
187## License
188 
189MIT
190