John Deere Authentication With Leaf

08 Oct, 2021

John Deere Authentication With Leaf

John Deere Authentication With Leaf

In this post we are going to show you how to easily go through John Deere authorization flow with Leaf. That is, get authorized to access your users' John Deere data with Leaf. We'll be making some calls to Leaf, all endpoints can be found in our docs and Postman collection. Let's get to it!

(Clique aqui para a tradução em português)


  • Step 0: Create a developer account with John Deere
  • Step 1: Get your John Deere developer credentials
  • Step 2: Get your users’ John Deere tokens with Leaf
  • Step 3: Get permission to access your user’s data
  • Step 4: Add John Deere credentials to Leaf

Keep in mind that this tutorial is a full walkthrough. Most of the steps presented will be done only once, meaning that subsequent calls will be much easier and faster.

Step 0: Create A Developer Account With John Deere

(if you already have a developer account in John Deere, you can skip this step)

Register for a John Deere developer account here.

Step 1: Get Your John Deere Developer Credentials

By the end of this step, you will want to have retrieved:

your App ID and Shared Secret

First, navigate to the John Deere developer page, click the user icon (top right corner), click 'sign in' and enter your login details.

Leaf, data infrastructure for agriculture

Click on "My Applications" in the horizontal bar:

Leaf, data infrastructure for agriculture

Then, click "Create Application" to create a new application.

Leaf, data infrastructure for agriculture

Fill in the data according to your company:

Leaf, data infrastructure for agriculture

And now, you will select the APIs that you would like to access. Select Field Operations, and if your application requires other data (such as grower/farm/field/boundaries or machines), select the appropriate APIs in this step.

Leaf, data infrastructure for agriculture

Finally, get an App ID and Secret:

Leaf, data infrastructure for agriculture

John Deere will contact you soon to grant you access to the required endpoints.

Step 2: Get your users’ John Deere tokens with Leaf

To get your users' tokens to access their John Deere data, your application must go through John Deere OAuth flow. First, you need to redirect the user to a custom URL that is the John Deere page that will present the user the choice of authorizing your app to access their data.

To get the URL for this authentication step, send a POST to

with the following JSON:

with the following JSON:

Leaf will return a URL that you can send your user to, so they can authorize access to their data and be redirected to your app. Note that John Deere will redirect your user to the "clientRedirectUrl" and also send a code that you will need to make a final request, and get your users' tokens. The clientRedirectUrl must be set in your app’s configuration.

Get the user’s tokens

Now, the last thing needed is to get the user’s tokens. Once users log in on John Deere's website link you created, they will authorize your application to access their data and they will be redirected back to the "clientRedirectUrl" you set. Then, your application will use the response URL to get the user’s tokens. Send a POST to

with the following JSON:

A JSON containing the tokens ("accessToken" and "refreshToken") will be returned, and you can add them to Leaf as John Deere credentials.

note: Leaf will manage each and every token, making sure they are always refreshed and valid.

Step 3: Get Permission To Access Your User’s Data

Now that the user is connected to your application, the user must allow you to access the data. To do so, redirect your user to the following URL:

Replace the required URL fields with your John Deere Application ID and the redirect of your application. The redirect URL does not need to be the same as the one used in the previous step, as long as it is also registered in your app’s configuration. Your user will be redirected to the following screen:

Leaf, data infrastructure for agriculture

In this screen the users will select the organizations they want to share data with you, toggle the button so it’s green, and save. Leaf will only be able to fetch data from allowed organizations. After that, the users will be redirected to the specified redirect URL.

Step 4: Add John Deere Credentials To Leaf

When you integrate with a provider via Leaf, you'll need to create something called a 'Leaf User', which is used to manage provider authentication and organize data for your end users. In most cases, the Leaf User will be the farmer or consultant that has access to the source data inside the machinery company’s FMIS (e.g. John Deere Operations Center or Climate Field View platform).

To send your credentials to Leaf, you will need your access token from Leaf, and have already created a Leaf User.

Here is how you get your access token.
Here is how you create a Leaf User.

note: the same Leaf User can be attached to many providers, so you can query data for that Leaf User from all the providers they have data with at the same time.

Now, attach your credentials to the Leaf User you created. Send a POST to

with the following Header:

and with the following JSON

The default value for clientEnvironment is STAGE. For you to have a working credential with clientEnvironment as PRODUCTION, your application must have production permissions from John Deere, otherwise you won’t be able to use those credentials. To gain production permissions you can follow John Deere’s tutorial.


Now Leaf will start fetching your farm data from John Deere. You can now query Leaf for your standardized data.

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