AWS Credentials Error Blocking Your Workflow?

If you’re getting “Unable to locate credentials” in Botocore, your AWS CLI or SDK authentication setup may be incomplete. Fix the configuration before deployment or API calls start failing.

  • AWS credential configuration
  • IAM access verification
  • Environment variable setup
  • SDK authentication troubleshooting

The error “botocore.exceptions.NoCredentialsError: Unable to locate credentials” is one of the most common AWS-related errors in Python applications. It usually appears when working with the AWS SDK for Python (boto3) and indicates that the application cannot find valid AWS credentials required to authenticate API requests.

This issue is common in:

  1. Local development environments
  2. EC2 instances
  3. Docker containers
  4. CI/CD pipelines
  5. Lambda functions

Although the error looks technical, it is generally caused by missing or incorrectly configured AWS credentials. Understanding how AWS credential resolution works is the key to fixing the issue properly.

What Does “Unable to Locate Credentials” Mean?

This error means that the AWS SDK (boto3 / botocore) attempted to authenticate with AWS services but could not find valid credentials anywhere in the configured credential chain.

Example error:

botocore.exceptions.NoCredentialsError:

Unable to locate credentials

Without credentials, AWS services cannot verify the application’s identity, so requests to services such as S3, DynamoDB, Lambda, or EC2 fail immediately.

Why Does This Error Occur?

AWS SDKs use a credential resolution chain to automatically locate authentication credentials. If no valid credentials are found in any supported location, this error occurs.

In most cases, the issue is not with the code itself but with how the environment is configured.

Missing AWS Credentials

The most common reason is that AWS credentials were never configured on the machine or environment running the application.

AWS requires:

  • Access Key ID
  • Secret Access Key

Without them, the SDK cannot authenticate API requests.

This frequently happens in:

  • Fresh development setups
  • New servers
  • Docker containers
  • CI/CD runners

Incorrect AWS Configuration

Sometimes credentials exist but are stored incorrectly.

Common issues include:

  • Wrong profile name
  • Invalid key format
  • Typographical errors
  • Corrupted credentials file

Even a small configuration error can prevent the SDK from locating credentials correctly.

Environment Variable Problems

AWS SDKs often use environment variables for authentication.

Example:

export AWS_ACCESS_KEY_ID=YOUR_KEY
export AWS_SECRET_ACCESS_KEY=YOUR_SECRET

If these variables are:

  • Missing
  • Misspelled
  • Overwritten
  • Not loaded correctly

the SDK will fail to authenticate.

Running Inside Docker or CI/CD

Containerized environments frequently trigger this error because credentials are not passed into the container.

For example:

  • Docker containers may not inherit local AWS configs
  • GitHub Actions runners may lack a secrets configuration
  • CI pipelines may not inject AWS credentials properly

This is one of the most common production deployment issues.

How AWS Credential Resolution Works?

AWS SDKs search for credentials in a specific order called the credential provider chain.

The SDK checks:

  1. Environment variables
  2. AWS credentials file
  3. AWS config file
  4. IAM roles (EC2/Lambda)
  5. ECS task roles
  6. Other credential providers

If no valid credentials are found in any of these locations, the SDK throws the NoCredentialsError.

How to Fix “Unable to Locate Credentials”?

Fixing the issue usually involves configuring AWS credentials correctly and ensuring the environment can access them.

The exact solution depends on where the application is running.

Step 1: Configure AWS Credentials Locally

The easiest fix is to configure AWS credentials using the AWS CLI.

Run:

aws configure

You will be prompted for:

  1. AWS Access Key ID
  2. AWS Secret Access Key
  3. Region
  4. Output format

This creates the credentials file automatically.

Example Credentials File

AWS stores credentials inside:

~/.aws/credentials

Example:

[default]
aws_access_key_id=YOUR_ACCESS_KEY
aws_secret_access_key=YOUR_SECRET_KEY

This allows boto3 to authenticate automatically.

Step 2: Verify Credentials Are Loaded

After configuration, verify that AWS can detect the credentials.

Run:

aws sts get-caller-identity

If credentials are working correctly, AWS returns account information.

This confirms the environment is authenticated properly.

Step 3: Use Environment Variables

You can also configure credentials using environment variables.

Linux/macOS:

export AWS_ACCESS_KEY_ID=YOUR_KEY
export AWS_SECRET_ACCESS_KEY=YOUR_SECRET

Windows:

setx AWS_ACCESS_KEY_ID "YOUR_KEY"
setx AWS_SECRET_ACCESS_KEY "YOUR_SECRET"

This method is commonly used in:

  1. CI/CD pipelines
  2. Docker containers
  3. Cloud environments

Step 4: Specify AWS Profile Explicitly

If multiple AWS profiles exist, the SDK may use the wrong one.

Specify the profile manually:

import boto3
session = boto3.Session(profile_name='dev')
s3 = session.client('s3')

This ensures the correct credentials are used.

Step 5: Use IAM Roles in AWS Environments

When running on AWS infrastructure like EC2 or Lambda, avoid hardcoding credentials.

Instead, attach IAM roles directly to resources.

Benefits:

  1. Better security
  2. Automatic credential rotation
  3. No manual secret management

This is the recommended production approach.

Example: Accessing S3 Using Boto3

Here’s a simple example:

import boto3
s3 = boto3.client('s3')
response = s3.list_buckets()
print(response)

If credentials are configured properly, this script connects to AWS S3 successfully.

Otherwise, it throws the NoCredentialsError.

Common Scenarios Where This Error Appears

This issue frequently occurs in modern DevOps and cloud workflows.

Docker Containers

Containers often lack access to:

  1. Local AWS config files
  2. Environment variables
  3. Mounted credential directories

Credentials must be passed explicitly into the container.

Example:

docker run -e AWS_ACCESS_KEY_ID=KEY \
-e AWS_SECRET_ACCESS_KEY=SECRET app
print(response)

GitHub Actions CI/CD

GitHub Actions workflows need AWS credentials stored as repository secrets.

Example:

env:
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}

Without proper secret injection, deployments fail.

Lambda Functions

Lambda functions should use IAM execution roles instead of hardcoded credentials.

If roles are missing required permissions, AWS requests fail.

Best Practices to Avoid Credential Errors

Following proper AWS security and configuration practices helps avoid authentication issues.

Never Hardcode Credentials

Avoid placing credentials directly inside source code.

Bad practice:

aws_access_key_id = "AKIA..."

This creates major security risks.

Use:

  • IAM roles
  • Environment variables
  • AWS Secrets Manager

instead.

Use IAM Roles Whenever Possible

IAM roles are more secure than static credentials because AWS manages temporary authentication automatically.

This is the recommended approach for:

  • EC2
  • Lambda
  • ECS
  • EKS

Use AWS Profiles for Local Development

Profiles simplify managing multiple AWS accounts and environments.

Example:

aws configure --profile staging

This keeps credentials organized and isolated.

Rotate Credentials Regularly

Access keys should be rotated periodically to reduce security risks.

Long-lived credentials increase exposure if compromised.

How Moon Technolabs Helps with AWS and DevOps Solutions?

Moon Technolabs helps businesses build secure cloud-native applications and DevOps workflows using AWS best practices. The focus is on infrastructure automation, credential security, CI/CD optimization, and scalable cloud architecture.

By implementing proper IAM policies, environment management, and secure deployment strategies, organizations can reduce authentication issues and maintain reliable AWS operations.

Facing AWS Authentication or Credential Issues?

We help businesses resolve AWS, DevOps, and cloud infrastructure issues to ensure secure, seamless, and scalable cloud operations.

Get Cloud Expert Support

Conclusion

The “botocore.exceptions.NoCredentialsError: Unable to locate credentials” error occurs when AWS SDKs cannot find valid authentication credentials. Although common, the issue is usually straightforward to fix through proper credential configuration and environment setup.

By understanding how AWS credential resolution works and following secure credential management practices, developers can avoid authentication issues and build more stable cloud applications.

Jayanti Katariya is the CEO of Moon Technolabs, a fast-growing IT solutions provider, with 18+ years of experience in the industry. Passionate about developing creative apps from a young age, he pursued an engineering degree to further this interest. Under his leadership, Moon Technolabs has helped numerous brands establish their online presence and he has also launched an invoicing software that assists businesses to streamline their financial operations.

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