Deploy Shiny App

Deploy a Shiny application to shinyapps.io, Posit Connect, or a Docker container.

When to Use

• Publishing a Shiny app for external or internal users
• Moving from local development to a hosted environment
• Containerizing a Shiny app for Kubernetes or Docker deployment
• Setting up automated deployment pipelines

Inputs

• Required: Path to the Shiny application
• Required: Deployment target (shinyapps.io, Posit Connect, or Docker)
• Optional: Account name and token (for shinyapps.io/Connect)
• Optional: Instance size preference
• Optional: Custom domain or URL path

Procedure

Step 1: Prepare the Application

Ensure the app is self-contained and deployable:

# Check for missing dependencies
rsconnect::appDependencies("path/to/app")

# For golem apps, ensure DESCRIPTION lists all Imports
devtools::check()

# Verify the app runs cleanly
shiny::runApp("path/to/app")

Verify these files exist:

• app.R

  (or

  ui.R

  +

  server.R

  )

• renv.lock

  (recommended for reproducible deployments)

• .Rprofile

  does NOT call

  mcptools::mcp_session()

  in production

Expected: App runs locally without errors and all dependencies are captured.

On failure: If

appDependencies()

reports missing packages, install them and update

renv.lock

. If the app uses system libraries (e.g., gdal, curl), note them for the Docker path.

Step 2a: Deploy to shinyapps.io

# One-time account setup
rsconnect::setAccountInfo(
  name = "your-account",
  token = Sys.getenv("SHINYAPPS_TOKEN"),
  secret = Sys.getenv("SHINYAPPS_SECRET")
)

# Deploy
rsconnect::deployApp(
  appDir = "path/to/app",
  appName = "my-app",
  appTitle = "My Application",
  account = "your-account",
  forceUpdate = TRUE
)

Store credentials in

.Renviron

(never in code):

# .Renviron
SHINYAPPS_TOKEN=your_token_here
SHINYAPPS_SECRET=your_secret_here

Expected: App deployed and accessible at

https://your-account.shinyapps.io/my-app/

.

On failure: If authentication fails, regenerate tokens at shinyapps.io dashboard > Account > Tokens. If package installation fails on the server, check that all packages are available on CRAN — shinyapps.io cannot install from GitHub by default.

Step 2b: Deploy to Posit Connect

# Register server (one-time)
rsconnect::addServer(
  url = "https://connect.example.com",
  name = "production"
)

# Authenticate (one-time)
rsconnect::connectApiUser(
  account = "your-username",
  server = "production",
  apiKey = Sys.getenv("CONNECT_API_KEY")
)

# Deploy
rsconnect::deployApp(
  appDir = "path/to/app",
  appName = "my-app",
  server = "production",
  account = "your-username"
)

Expected: App deployed and accessible on the Posit Connect instance.

On failure: If the server rejects the connection, verify the API key and server URL. If packages fail to install, check that Connect has access to the required repositories (CRAN, internal CRAN-like repos).

Step 2c: Deploy with Docker

Create a

Dockerfile

:

FROM rocker/shiny-verse:4.4.0

# Install system dependencies
RUN apt-get update && apt-get install -y \
    libcurl4-openssl-dev \
    libssl-dev \
    libxml2-dev \
    && rm -rf /var/lib/apt/lists/*

# Install R packages
RUN R -e "install.packages(c('shiny', 'bslib', 'DT', 'plotly'))"

# Copy app
COPY . /srv/shiny-server/myapp/

# Configure Shiny Server
COPY shiny-server.conf /etc/shiny-server/shiny-server.conf

# Expose port
EXPOSE 3838

# Run
CMD ["/usr/bin/shiny-server"]

Create

shiny-server.conf

:

run_as shiny;

server {
  listen 3838;

  location / {
    site_dir /srv/shiny-server/myapp;
    log_dir /var/log/shiny-server;
    directory_index on;
  }
}

Build and run:

docker build -t myapp:latest .
docker run -p 3838:3838 myapp:latest

Expected: App accessible at

http://localhost:3838

.

On failure: If the build fails on package installation, add missing system libraries to the

apt-get install

line. If the app doesn't load, check Shiny Server logs:

docker exec <container> cat /var/log/shiny-server/*.log

.

Step 3: Verify Deployment

# Check the deployed URL responds
response <- httr::GET("https://your-app-url/")
httr::status_code(response)  # Should be 200

# For Docker
response <- httr::GET("http://localhost:3838/")
httr::status_code(response)

Manual verification checklist:

1. App loads without errors
2. All interactive elements respond
3. Data connections work in the deployed environment
4. Authentication/authorization works (if applicable)

Expected: App responds with HTTP 200 and all features work.

On failure: Check server logs for the specific deployment platform. Common issues: environment variables not set in production, database connections using localhost instead of production URLs, or file paths that only exist locally.

Step 4: Configure Monitoring (Optional)

shinyapps.io

Monitor via the dashboard at

https://www.shinyapps.io/admin/#/applications

.

Posit Connect

# Check deployment status via API
connectapi::connect(
  server = "https://connect.example.com",
  api_key = Sys.getenv("CONNECT_API_KEY")
)

Docker

Add health check to Dockerfile:

HEALTHCHECK --interval=30s --timeout=10s --retries=3 \
  CMD curl -f http://localhost:3838/ || exit 1

Expected: Monitoring configured for the deployment target.

On failure: If health checks fail intermittently, increase timeout values. Shiny apps can be slow to respond during initial load.

Validation

• App deploys without errors
• Deployed URL responds with HTTP 200
• All interactive features work in production
• Environment variables/secrets are configured (not hardcoded)
• Credentials stored in

  .Renviron

  or CI secrets, not in code
• renv.lock committed for reproducible dependency resolution

Common Pitfalls

• Hardcoded file paths: Replace absolute paths with

  system.file()

  (for package data) or environment variables (for external resources).
• Development-only dependencies: Don't deploy

  .Rprofile

  that loads

  mcptools::mcp_session()

  or

  devtools

  . Use conditional loading or separate profiles.
• Missing system libraries in Docker: R packages like sf, curl, and xml2 need system libraries. Add them to the Dockerfile's

  apt-get install

  .
• CRAN-only packages on shinyapps.io: shinyapps.io only installs from CRAN by default. GitHub-only packages need the

  remotes

  package and explicit installation in the deployment.
• Forgotten environment variables: Database credentials, API keys, and other secrets must be configured in the deployment environment separately from code.

Related Skills

• scaffold-shiny-app

  — create app structure before deployment

• create-r-dockerfile

  — detailed Docker configuration for R projects

• setup-docker-compose

  — multi-container setups for Shiny with databases

• setup-github-actions-ci

  — CI/CD including automated deployment

• optimize-shiny-performance

  — performance tuning before deploying to production