Migration Guide

Migrate from Postman to Karate

A practical guide for teams moving an existing Postman collection to a Karate test suite. What converts automatically, what you'll have to rewrite, and how to do the transition without freezing the team.

Last updated: May 2026

TL;DR

A typical Postman-to-Karate migration takes 1–3 weeks of part-time work for a collection of 100–300 requests. The importer handles the boring part — URLs, headers, request bodies, folder structure. You'll spend most of your time rewriting pm.test JavaScript as Karate match assertions and converting pre-request scripts to Background steps. Run both tools side-by-side until the Karate suite is trusted, then retire Postman.

Effort at a glance

Honest estimates for a mid-size collection (100–300 requests, 5–15 folders, basic auth + a few pre-request scripts).

Automatic
~60% of the work
  • Request URL, method, headers, query params
  • Static JSON, form, and raw request bodies
  • Folder structure → .feature file layout
  • Basic environment variable references
Manual rewrite
~35% of the work
  • pm.test JS assertions → match
  • Pre-request scripts → Background or helper features
  • OAuth2 / multi-step auth flows
  • Dynamic variables ({{$randomEmail}}, etc.)
  • Chained requests using pm.environment.set
No equivalent
~5% — replace
  • Visualize tab → use Karate HTML report
  • Postman cloud monitors → CI cron job
  • Newman CLI → mvn test / JUnit runner
  • Mock servers → Karate's local mocks

Concept mapping

Translate what you already know in Postman to its Karate equivalent. Keep this table open while you migrate.

Postman Karate Notes
Collection A folder of .feature files One feature per logical surface (Users, Orders, Auth)
Folder Subdirectory of features Karate JUnit runner picks them up by package
Request Scenario The request name becomes the scenario name
Pre-request script Background steps or * def For shared setup, extract to a helper feature called via call read()
Tests tab (pm.test) Then status / match Declarative deep-equals replaces field-by-field JS assertions
Environment karate-config.js Branch on karate.env (dev, staging, prod)
{{baseUrl}} #(baseUrl) or variable interpolation Defined once in karate-config.js
pm.environment.set('x', val) * def x = val Use karate.set() to share across features
{{$randomEmail}} * def email = 'u_' + java.util.UUID.randomUUID() + '@test.com' Inline Java/JS gives you anything Postman's dynamic vars do
OAuth2 token helper call read('classpath:auth.feature') One feature returns the token, every test calls it
Collection runner / Newman JUnit runner (mvn test) No extra CLI install — same binary local and in CI
Iterations + data file Scenario Outline + Examples Or read('data.json') with a call loop
Mock server Karate Mock Local, stateful, uses the same DSL as your tests

A real test, both ways

A "create a user, then fetch it" flow — the kind of two-step request chain that lives in nearly every Postman collection.

Postman (Tests tab + pre-request) ~28 lines
// Request 1: Create User
// Pre-request Script
const email = `user_${Date.now()}@test.com`;
pm.environment.set('email', email);

// Body (raw JSON)
{
  "name": "John",
  "email": "{{email}}"
}

// Tests
pm.test("Status 201", () => {
  pm.response.to.have.status(201);
});
pm.test("Has id", () => {
  const j = pm.response.json();
  pm.expect(j.id).to.not.be.null;
  pm.environment.set('userId', j.id);
});

// Request 2: Get User
// URL: {{baseUrl}}/users/{{userId}}

pm.test("Status 200", () => {
  pm.response.to.have.status(200);
});
pm.test("Email matches", () => {
  const j = pm.response.json();
  pm.expect(j.email).to.eql(
    pm.environment.get('email')
  );
});
Karate (users.feature) ~14 lines
Feature: Create then fetch a user

Background:
  * url baseUrl
  * def email = 'user_' + java.lang.System.currentTimeMillis() + '@test.com'

Scenario: Create and read back

  Given path '/users'
  And request { name: 'John', email: '#(email)' }
  When method post
  Then status 201
  And match response == { id: '#notnull', name: 'John', email: '#(email)' }
  * def userId = response.id

  Given path '/users', userId
  When method get
  Then status 200
  And match response.email == email

Same flow, half the lines, no JavaScript — and the whole file lives in your Git repo with a normal diff.

The migration, in six phases

Roughly in order. Phases 1–3 take a couple of days; phase 4 is the bulk of the work; phases 5–6 are short.

1

Inventory

~half a day

Export your collection(s) and environments as JSON. Count requests, folders, environments, and pre-request scripts. Tag each script as trivial (set a header, generate a value) or complex (multi-step logic, conditional branching). The complex ones drive your timeline.

2

Set up a Karate project

~half a day

Create a Maven or Gradle project, add karate-junit5 as a dependency, and set up karate-config.js with one block per environment. Install the IntelliJ or VS Code plugin so you get syntax highlighting and run-from-the-IDE. IntelliJ plugin · VS Code plugin.

3

Run the Postman importer

~1 hour

Karate ships an importer that converts a Postman collection JSON into a starter set of .feature files. It handles request shape (URL, method, headers, query, body) and folder structure. Don't expect it to convert your pm.test JS — that's deliberate, and rewriting them is faster than untangling auto-generated code.

4

Rewrite assertions, scripts, and auth flows

1–2 weeks

This is where the time goes. Three big buckets:

  • Assertions. Every pm.test() block becomes one or two lines using match. Most field-by-field assertions collapse into a single match response == {...}.
  • Pre-request scripts. Trivial ones become Background lines. Anything reused (login, build a signed header) goes in a helper feature called via call read('classpath:auth.feature').
  • Auth. OAuth2, JWT refresh, signed requests — build one helper feature per scheme, return the token, and call it from karate-config.js so every test gets it for free.
5

Wire up CI

~half a day

Karate runs as a JUnit test — the same step you use for any other test in your pipeline. No Newman install, no per-month run cap, no SaaS dependency. Add parallel execution by setting the threads argument; Karate's runner handles the rest. JUnit XML and Cucumber HTML reports come out of the box.

6

Run side-by-side, then retire Postman

1–2 sprints

Don't cut over in one drop. Keep Newman running on the existing pipeline while the Karate suite runs alongside it. Compare results for a sprint or two, fix discrepancies, then delete the Postman job. Most teams retire Postman as their CI tool but keep individual seats for ad-hoc API exploration.

Common gotchas

Specific places teams get stuck. Click any to expand.

Multi-step auth (login → use token)

In Postman this is usually a folder-level pre-request script that hits the auth endpoint and stuffs the token into an environment variable. In Karate, write one auth.feature that does the login and returns the token. Call it once from karate-config.js and every test inherits the Authorization header automatically.

Dynamic variables ({{$randomEmail}}, {{$timestamp}})

Karate doesn't ship a fixed list, but it gives you Java and JavaScript inline so you can produce anything. java.util.UUID.randomUUID(), java.lang.System.currentTimeMillis(), or any helper from a util feature. If you use the same generator across the suite, define it once in karate-config.js and reference it as a global.

Chained requests using pm.environment.set

Postman teams use pm.environment.set to thread state from one request to the next. In Karate this is just sequential steps in a single Scenario. response is automatically available after every call — * def userId = response.id and you're done. No special API needed.

Data-driven tests (CSV / JSON iteration in the runner)

Two options. For a small fixed set, use Scenario Outline with Examples — same idea as a Postman runner CSV but inline. For larger or external datasets, read('data.json') and loop with call. Both run in parallel without extra config.

File uploads / multipart

Karate has a multipart file keyword that takes a path and a MIME type. Same flexibility as Postman's form-data tab, but as a one-line declaration in your feature file. No external script needed for binary payloads.

GraphQL endpoints

GraphQL is just a POST with a JSON body containing query and variables. Karate has no special-case GraphQL syntax, but it doesn't need one — the request shape is identical to any other JSON POST. Read schemas with read('query.graphql') if you want to keep them in separate files.

Postman cloud monitors

There's no direct equivalent — but most teams replace cloud monitors with a CI cron job. GitHub Actions, GitLab schedules, or Jenkins triggers can run your Karate suite on the same cadence as a Postman monitor, against any environment, with no per-run pricing. The same suite that runs in CI runs as your monitor.

Don't cut over, run both

The single most common mistake we see is teams trying to flip the switch in one PR. It almost always stalls.

Instead: pick one folder — ideally a low-risk one with stable endpoints — and migrate it end-to-end while leaving everything else in Postman. Ship that to CI. Keep the Newman job running. Migrate the next folder. After a sprint or two, the Karate suite covers most of what matters and the Newman job has gone two weeks without finding anything new. That's when you delete it.

This way the team is never blocked, and you build confidence in the new suite before betting on it.

Frequently asked questions

How long does a Postman to Karate migration take?

For a typical collection of 100–300 requests, plan on one to three weeks of part-time work. The importer handles request shape automatically; the bulk of the time goes into rewriting JavaScript assertions, pre-request scripts, and auth flows. Larger collections with heavy scripting (1000+ requests, complex chained logic) can take 4–6 weeks.

Do I have to convert everything at once?

No. Most teams run Postman/Newman and Karate side-by-side for one or two sprints. Migrate one folder at a time, leave the rest in Newman, and cut over per surface as you build confidence. We strongly recommend this approach over a big-bang switch.

What does the Postman importer actually convert?

The importer converts request URL, method, headers, query parameters, and static request bodies into Karate Given/When/Then steps, and preserves your folder structure. It does not convert pm.test JavaScript assertions, pre-request scripts, dynamic variables, or chained-request logic — those need a manual rewrite. In practice that rewrite is faster than it sounds because the Karate equivalents are usually 1–3 lines each.

Can I keep using Postman for exploration and Karate for automation?

Yes, and many teams do. Postman (or Karate Xplorer) is great for ad-hoc exploration during development; Karate runs the automated regression suite in CI. The two are complementary, not competitive, at different points in the workflow.

Do non-programmers on the team need to learn JavaScript or Java?

Not for the day-to-day work. Karate's DSL is plain text — Given url, When method post, Then status 200. Most QA engineers are productive in hours, not days. The Java/JS escape hatch is there when you need to generate complex test data, but it's not on the critical path for writing or maintaining tests.

What if we hit a wall mid-migration?

Reach out. We've helped dozens of teams through this migration and have seen most of the awkward edge cases. Get in touch — even if you're using only the open-source framework, we're happy to point you in the right direction.

Ready to start?

Read the docs, join the community, or get a hands-on walkthrough from our team.