Install Tyk AI Studio on Docker

Availability

Edition	Deployment Type
Community & Enterprise	Self-Managed, Hybrid

This guide focuses on the Enterprise Edition of Tyk AI Studio. For the Community Edition, please refer to the Tyk AI Studio GitHub repository.The Community Edition uses different Docker images (tykio/tyk-ai-studio and tykio/tyk-microgateway) and does not require a license key.

This guide covers deploying Tyk AI Studio with a Edge Gateway using Docker Compose. In this architecture, AI Studio acts as the control plane (hub) and the Edge Gateway acts as the data plane (spoke), receiving configuration via gRPC.

Prerequisites

Docker Engine 20.10+ and Docker Compose v2
At least 4 GB RAM available
A Tyk AI License key (contact support@tyk.io or your account manager to obtain)

Running on Podman, containerd, or another container runtime? See Container Runtimes.

Generate Secrets

Before starting, generate the required secret keys. These will be used in the configuration files to secure communication and encrypt data:

# Secret key for encryption (used for secrets management and SSO)
openssl rand -hex 16
# Example output: a35b3f7b0fb4dd3a048ba4fc6e9fe0a8

# Encryption key for Edge Gateway communication (must be exactly 32 hex chars)
openssl rand -hex 16
# Example output: 822d3d1e0e2d849263e45fc7bb842364

# gRPC auth token (for hub-spoke communication)
openssl rand -hex 16
# Example output: 9f2c4a6b8d0e1f3a5c7d9e1b3a5c7d9e

Save these values — you will need them for both the AI Studio and Edge Gateway configuration files.

Instructions

1. Create Directory Structure

Create a new directory for your project and set up the required folders:

mkdir -p tyk-ai-studio/confs
mkdir -p tyk-ai-studio/studio-data
mkdir -p tyk-ai-studio/mgw-data
mkdir -p tyk-ai-studio/mgw-plugins
cd tyk-ai-studio

2. Create `compose.yaml`

Create a compose.yaml file with the following content. This configuration sets up AI Studio, the Edge Gateway, and a PostgreSQL database.

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networks:
  tyk-network:

services:
  tyk-ai-studio:
    image: tykio/tyk-ai-studio-ent:v2.0.0
    networks:
      - tyk-network
    volumes:
      - ./confs/studio.env:/opt/tyk-ai-studio/.env
      - ./studio-data:/opt/tyk-ai-studio/data
    env_file:
      - ./confs/studio.env
    depends_on:
      postgres:
        condition: service_healthy
    ports:
      - "8080:8080"   # Admin UI + REST API
      - "9090:9090"   # Embedded AI Gateway
    restart: always

  microgateway:
    image: tykio/tyk-microgateway-ent:v2.0.0
    networks:
      - tyk-network
    volumes:
      - ./confs/microgateway.env:/opt/tyk-microgateway/.env
      - ./confs/analytics-pulse.yaml:/opt/tyk-microgateway/analytics-pulse.yaml
      - ./mgw-data:/opt/tyk-microgateway/data
      - ./mgw-plugins:/var/lib/microgateway
    env_file:
      - ./confs/microgateway.env
    depends_on:
      tyk-ai-studio:
        condition: service_started
    ports:
      - "9091:8080"   # AI Gateway (external 9091 -> internal 8080)
    restart: always

  postgres:
    image: postgres:16
    networks:
      - tyk-network
    environment:
      POSTGRES_USER: tyk
      POSTGRES_PASSWORD: your-db-password
      POSTGRES_DB: tyk_ai_studio
    volumes:
      - pgdata:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U tyk -d tyk_ai_studio"]
      interval: 5s
      timeout: 5s
      retries: 5
      start_period: 10s
    restart: always

volumes:
  pgdata:

3. Create `confs/studio.env`

Create the AI Studio configuration file. Replace the CHANGE-ME values with the secrets you generated earlier, and add your Tyk AI License key.

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# =============================================================================
# Core Settings
# =============================================================================
DEVMODE=true  # Set to false when using HTTPS; required for login over plain HTTP
ALLOW_REGISTRATIONS=true
SITE_URL=http://localhost:8080
ADMIN_EMAIL=admin@example.com
FROM_EMAIL=noreply@example.com

# =============================================================================
# Database
# =============================================================================
DATABASE_TYPE=postgres
DATABASE_URL=postgresql://tyk:your-db-password@postgres:5432/tyk_ai_studio?sslmode=disable

# =============================================================================
# Security — CHANGE THESE (use values from "Generate Secrets" above)
# =============================================================================
TYK_AI_SECRET_KEY=CHANGE-ME-generate-with-openssl-rand-hex-16
MICROGATEWAY_ENCRYPTION_KEY=CHANGE-ME-generate-with-openssl-rand-hex-16

# =============================================================================
# Hub-Spoke: Control Plane Mode
# =============================================================================
GATEWAY_MODE=control
GRPC_PORT=50051
GRPC_HOST=0.0.0.0
GRPC_TLS_INSECURE=true
GRPC_AUTH_TOKEN=CHANGE-ME-generate-with-openssl-rand-hex-16

# =============================================================================
# Proxy — Point to external Edge Gateway URL
# =============================================================================
PROXY_URL=http://localhost:9091
TOOL_DISPLAY_URL=http://localhost:9091
DATASOURCE_DISPLAY_URL=http://localhost:9091

# =============================================================================
# Logging
# =============================================================================
LOG_LEVEL=info

# =============================================================================
# Enterprise Edition — REQUIRED for EE images, must be set before first start
# =============================================================================
TYK_AI_LICENSE=your-license-key

# =============================================================================
# Plugin Marketplace (Optional — enables browsing and installing plugins)
# =============================================================================
# AI_STUDIO_OCI_CACHE_DIR must be set to enable the marketplace.
# Without it, the Marketplace page will be empty.
AI_STUDIO_OCI_CACHE_DIR=./data/cache/plugins
AI_STUDIO_OCI_REQUIRE_SIGNATURE=false  # cosign not available in distroless images

# =============================================================================
# SMTP (Optional — required for email invites/notifications)
# =============================================================================
# SMTP_SERVER=smtp.example.com
# SMTP_PORT=587
# SMTP_USER=apikey
# SMTP_PASS=your-smtp-password

4. Create `confs/microgateway.env`

Create the Edge Gateway configuration file. Ensure the security tokens match the ones used in studio.env.

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# =============================================================================
# Server Configuration
# =============================================================================
PORT=8080
HOST=0.0.0.0
READ_TIMEOUT=300s
WRITE_TIMEOUT=300s
SHUTDOWN_TIMEOUT=30s

# =============================================================================
# Database (SQLite — default for edge deployments)
# =============================================================================
DATABASE_TYPE=sqlite
DATABASE_DSN=file:./data/edge.db?cache=shared&mode=rwc
DB_AUTO_MIGRATE=true

# =============================================================================
# Hub-Spoke: Edge Mode
# =============================================================================
GATEWAY_MODE=edge
CONTROL_ENDPOINT=tyk-ai-studio:50051
EDGE_ID=edge-1
EDGE_NAMESPACE=default
EDGE_HEARTBEAT_INTERVAL=30s
EDGE_ALLOW_INSECURE=true
EDGE_TLS_ENABLED=false

# =============================================================================
# Security — MUST MATCH AI Studio values
# =============================================================================
EDGE_AUTH_TOKEN=CHANGE-ME-must-match-studio-GRPC_AUTH_TOKEN
ENCRYPTION_KEY=CHANGE-ME-must-match-studio-MICROGATEWAY_ENCRYPTION_KEY

# =============================================================================
# Gateway
# =============================================================================
GATEWAY_TIMEOUT=300s
GATEWAY_ENABLE_FILTERS=true
GATEWAY_ENABLE_ANALYTICS=true

# =============================================================================
# Analytics
# =============================================================================
ANALYTICS_ENABLED=true
ANALYTICS_BUFFER_SIZE=1000
ANALYTICS_FLUSH_INTERVAL=10s
ANALYTICS_RETENTION_DAYS=90

# =============================================================================
# Analytics Pulse Plugin (sends data to control plane)
# =============================================================================
PLUGINS_CONFIG_PATH=/opt/tyk-microgateway/analytics-pulse.yaml

# =============================================================================
# Cache
# =============================================================================
CACHE_ENABLED=true
CACHE_TTL=1h

# =============================================================================
# Logging
# =============================================================================
LOG_LEVEL=info

# =============================================================================
# OCI Plugin Support
# =============================================================================
OCI_PLUGINS_CACHE_DIR=/var/lib/microgateway/plugins
OCI_PLUGINS_REQUIRE_SIGNATURE=false  # cosign not available in distroless images

# =============================================================================
# Enterprise Edition — REQUIRED for EE images, must be set before first start
# =============================================================================
TYK_AI_LICENSE=your-license-key

5. Create `confs/analytics-pulse.yaml`

This configures the Edge Gateway to send analytics data back to the AI Studio control plane:

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version: "1.0"

data_collection_plugins:
  - name: "analytics_pulse"
    enabled: true
    hook_types: ["analytics", "budget", "proxy_log"]
    replace_database: false
    priority: 100
    config:
      interval_seconds: 10
      max_batch_size: 1000
      max_buffer_size: 10000
      compression_enabled: true
      include_proxy_summaries: true
      include_request_response_data: true
      edge_retention_hours: 24
      excluded_vendors: ["mock", "test"]
      timeout_seconds: 30
      max_retries: 3
      retry_interval_secs: 5

6. Start Services

Important: Make sure all configuration files (studio.env, microgateway.env, analytics-pulse.yaml) exist before running docker compose up. If a file-mounted volume target does not exist, Docker will create it as a directory, causing errors.

Start the services using Docker Compose:

docker compose up -d

7. Verify

Check that all services are running correctly:

# Check all services are running
docker compose ps

# Check AI Studio is responding
curl -s http://localhost:8080/health

# Check Edge Gateway is responding
curl -s http://localhost:9091/health

# Check AI Studio logs for successful edge connection
docker compose logs tyk-ai-studio | grep -i "edge\|grpc"

Accessing the Portal

Once the services are running, you can access the different components:

AI Studio UI: http://localhost:8080
Embedded Gateway: http://localhost:9090
Edge Gateway: http://localhost:9091

First User Registration

After starting the service, you need to create your first admin user:

Access the application: Open your browser and navigate to http://localhost:8080
Register with admin email: Use the EXACT email address you set in the ADMIN_EMAIL environment variable in studio.env.
Complete registration: The first user who registers with the admin email will automatically become the administrator.

Important: The first user registration must use the same email address specified in the ADMIN_EMAIL environment variable. This user will have full administrative privileges.

Shared Secrets Reference

These values must match between the AI Studio and Edge Gateway configuration files:

AI Studio Variable	Edge Gateway Variable	Purpose
`GRPC_AUTH_TOKEN`	`EDGE_AUTH_TOKEN`	Authenticates the gRPC connection
`MICROGATEWAY_ENCRYPTION_KEY`	`ENCRYPTION_KEY`	Encrypts synced configuration data
`TYK_AI_LICENSE`	`TYK_AI_LICENSE`	Enterprise license

Port Reference

Port	Component	Purpose
8080	AI Studio	Admin UI + REST API
9090	AI Studio	Embedded AI Gateway
50051	AI Studio	gRPC control server (internal)
9091	Edge Gateway	Edge AI Gateway (mapped from internal 8080)
5432	PostgreSQL	Database

Using an External Database

To use an existing PostgreSQL instance instead of the bundled container, remove the postgres service and pgdata volume from compose.yaml, then update studio.env:

DATABASE_TYPE=postgres
DATABASE_URL=postgresql://user:password@your-db-host:5432/tyk_ai_studio?sslmode=require

Upgrading

To upgrade to a newer version:

docker compose pull
docker compose up -d

Troubleshooting

Services fail to start

Check the logs for specific services:

docker compose logs <service-name>

Edge Gateway cannot connect to AI Studio

Verify CONTROL_ENDPOINT in microgateway.env matches the AI Studio service name and gRPC port (e.g., tyk-ai-studio:50051)
Verify EDGE_AUTH_TOKEN matches GRPC_AUTH_TOKEN
Verify ENCRYPTION_KEY matches MICROGATEWAY_ENCRYPTION_KEY
Check that GATEWAY_MODE=control is set in studio.env

Database connection errors

Ensure the postgres container is healthy: docker compose ps
Verify DATABASE_URL credentials match the POSTGRES_USER / POSTGRES_PASSWORD in compose.yaml
For external databases, verify network connectivity and SSL mode

Marketplace page is empty

The Plugin Marketplace requires AI_STUDIO_OCI_CACHE_DIR to be set. Without it, the marketplace service does not start and no plugins will appear. Add this to your studio.env:

AI_STUDIO_OCI_CACHE_DIR=./data/cache/plugins

Restart AI Studio after making this change.The marketplace is enabled by default (MARKETPLACE_ENABLED=true), but it will not function without the OCI cache directory configured.

Port conflicts

If ports 8080, 9090, or 9091 are already in use, change the left-hand side of the port mapping in compose.yaml:

ports:
  - "8585:8080"   # Map to 8585 instead of 8080

Then update SITE_URL in studio.env accordingly.

General

AI Studio

MCPs

Install Tyk AI Studio on Docker

Availability

Prerequisites

Generate Secrets

Instructions

1. Create Directory Structure

2. Create `compose.yaml`

3. Create `confs/studio.env`

4. Create `confs/microgateway.env`

5. Create `confs/analytics-pulse.yaml`

6. Start Services

7. Verify

Accessing the Portal

First User Registration

Shared Secrets Reference

Port Reference

Using an External Database

Upgrading

Troubleshooting

​Availability

​Prerequisites

​Generate Secrets

​Instructions

​1. Create Directory Structure

​2. Create compose.yaml

​3. Create confs/studio.env

​4. Create confs/microgateway.env

​5. Create confs/analytics-pulse.yaml

​6. Start Services

​7. Verify

​Accessing the Portal

​First User Registration

​Shared Secrets Reference

​Port Reference

​Using an External Database

​Upgrading

​Troubleshooting

Availability

Prerequisites

Generate Secrets

Instructions

1. Create Directory Structure

2. Create `compose.yaml`

3. Create `confs/studio.env`

4. Create `confs/microgateway.env`

5. Create `confs/analytics-pulse.yaml`

6. Start Services

7. Verify

Accessing the Portal

First User Registration

Shared Secrets Reference

Port Reference

Using an External Database

Upgrading

Troubleshooting