Paste. Parse. Done. How EchoAPI Instantly Translates Messy Docs into Working API Requests
In the world of API development, dealing with disorganized documentation can be a significant hurdle. This article explores how EchoAPI's AI Parsing Import feature transforms chaotic API docs into functional requests with just a few clicks, saving developers time and effort.
I write APIs all day. That part? Easy.
But testing third-party APIs with barely readable docs? That’s where the real pain begins.
You think you’re integrating SMS — you end up deciphering a scroll of vague parameters like it’s the Dead Sea API.
Sound familiar?
If you’ve ever stared at a wall of text with no Swagger, no Postman, and no clue what goes where — you’re not alone. I’ve been there. I almost rage-quit a project over it... until I discovered a tool that changed the game: EchoAPI’s AI Parsing Import.
Here's the API!" — Aka, Good Luck Figuring It Out

Just last week, our product team decided to integrate with a third-party SMS provider. I eagerly opened the documentation — expecting something like Swagger, a Postman collection, heck, even a basic OpenAPI file.
Nope.
What I got was… a webpage. With… text.
POST https://api.thirdparty-sms.com/send
Params:
phoneNumber: User's phone number
message: Message content
sign: Auth signature (from backend)
Returns:
{
"code": 0,
"msg": "success"
}
That’s it. No structure. No tool-friendly format. Just a vague blob of text that screamed “Good luck, buddy.”
I sat there like:
“Cool cool cool... so I guess I’ll just manually build this request from scratch and pray I didn’t miss a comma.”
When the Docs Speak Java and I Don’t
I found another API provider that looked more promising — more "enterprise-grade."
But their docs? Literal Java code snippets.
HttpPost post = new HttpPost("https://api.weather.com/getWeather");
params.add(new BasicNameValuePair("city", "London"));
params.add(new BasicNameValuePair("unit", "celsius"));
Great. Now I’m translating Java like it’s ancient Greek.
Me — a Python/Golang dev — trying to mentally convert this into something Postman or curl can digest.
I didn’t sign up for a language exchange program.
One Simple Endpoint. Thirty Minutes of Misery.
The real kicker?
I wasn't stuck because the API was hard. It was basic.
What sucked was the process:
- Copying random docs into Notion to organize them
- Translating between formats and languages
- Writing request definitions by hand
- Debugging for typos or missed params
All this... before I could even hit “Send.”
And God help you if the provider gives you a single cURL and expects you to reverse engineer everything like some kind of digital archaeologist.
EchoAPI’s AI Parsing Import: Paste, Parse, Done.
Just when I was about to lose it, a teammate slacked me:
“Hey, you should try EchoAPI. It has this AI import thing — just paste the docs.”
I scoffed.
“Sure. Next you’ll tell me it reads my thoughts and writes tests too.”
But I gave it a try. I copied this janky, text-only API:
POST /sendMessage
Params:
- userId
- content
- token
Returns:
{ "status": "ok", "data": { "messageId": "abc123" } }
👉 Paste → Select “AI Parse” → Click Import
Boom.
In seconds, I had a fully structured request: method, URL, headers, params, even a sample response.
I didn’t touch a single line manually.
I blinked. I refreshed. I blinked again.
Was this real life?
Cross-Language Parsing: It Even Read Go and .NET
Just to push my luck, I pasted this random Go code:
req, _ := http.NewRequest("POST", "https://api.payment.com/pay", nil)
q := req.URL.Query()
q.Add("amount", "100")
q.Add("currency", "USD")
EchoAPI parsed the method, endpoint, and params perfectly.
Apparently it supports:
- Raw text
- Code snippets (Go, Java, .NET, etc.)
- cURL commands
- Even vague natural-language descriptions (yes, really)
If it smells like an API request, EchoAPI figures it out.
What EchoAPI Actually Saves (Besides Your Sanity)
Scenario | The Old Way | With EchoAPI |
---|---|---|
Unstructured docs | Manually build request, guess & hope | Paste and import |
Wrong language? | Translate request formats | Auto-recognized |
Missing details | Trial, error, and pain | Parsed instantly |
Debugging | Hours of tweaks | Done in minutes |
No more switching between tabs, no more “is this field required?”, no more “wait, where does the token go?”
What Devs Actually Want from API Docs
I don't mind setting up requests.
I just don’t want to waste time doing it over and over, across 3 formats, with inconsistent docs.
I want to:
- Plug in a new integration
- Validate a request quickly
- Focus on building something meaningful
Not get stuck reverse engineering spaghetti documentation.
EchoAPI gets that.
If you ever find yourself stuck with:
- A messy public API
- No Swagger, no Postman collection, no help
- Some rando’s blog post with code snippets and a prayer
EchoAPI’s AI Parsing Import is your escape hatch.
Just copy → paste → import.
That’s it.
Now I don’t waste time decoding half-finished docs — I’m already hitting "Send."
Try it once. Your future self (and your blood pressure) will thank you.