Integration Testing with Docker - MCP Server with LangGraph

Complete guide for running integration tests in containerized environments.

Overview

Integration tests verify that the MCP Server works correctly with real external services (PostgreSQL, OpenFGA, Redis, etc.). All integration tests run in isolated Docker containers, ensuring:

✅ Zero manual setup - One command runs everything
✅ Complete isolation - No conflicts with local development
✅ 100% reproducible - Same environment everywhere (local, CI, team)
✅ Fast cleanup - All data deleted automatically
✅ Reliable - Tests always pass in CI/CD

Quick Start

## Run all integration tests (simplest way)
make test-integration

## That's it! Docker handles everything:
## - Starts PostgreSQL, OpenFGA, Redis
## - Waits for services to be healthy
## - Runs pytest -m integration
## - Cleans up containers

Commands

Basic Usage

## Run integration tests in Docker (recommended)
make test-integration

## Run locally (requires services already running)
make test-integration-local

## Rebuild Docker image and test
make test-integration-build

## Keep containers running for debugging
make test-integration-debug

## Start services only (no tests)
make test-integration-services

## Clean up all test containers
make test-integration-cleanup

Advanced Usage

## Using the script directly with options
./scripts/test-integration.sh --build     # Force rebuild
./scripts/test-integration.sh --keep      # Keep containers after tests
./scripts/test-integration.sh --verbose   # Show Docker output
./scripts/test-integration.sh --services  # Start services only

## Run specific integration tests
docker compose -f docker/docker-compose.test.yml up -d
pytest -m integration tests/test_openfga_client.py -v
docker compose -f docker/docker-compose.test.yml down -v

Architecture

Services

Integration tests use these containerized services:

postgres-test - PostgreSQL 16 (in-memory via tmpfs)
openfga-test - OpenFGA with memory datastore
redis-test - Redis (no persistence)
test-runner - Python container running pytest

Network Isolation

All services run in an isolated Docker network (test-network):

No port conflicts with local development
Services communicate via service names (e.g., postgres-test:5432)
No ports exposed to host (unless debugging)

Environment Variables

The test runner automatically sets:

TESTING=true - Enables integration test mode
OPENFGA_API_URL=http://openfga-test:8080
POSTGRES_HOST=postgres-test
REDIS_HOST=redis-test
ENABLE_TRACING=false - Cleaner output

Writing Integration Tests

Test Markers

Mark integration tests with @pytest.mark.integration:

import pytest

@pytest.mark.integration
@pytest.mark.openfga
async def test_openfga_authorization():
    """Test real OpenFGA authorization"""
    # This test only runs with make test-integration
    pass

Using Real Services

Integration test fixtures connect to real services:

@pytest.mark.integration
async def test_redis_session(redis_client_real):
    """Test Redis session storage"""
    # redis_client_real connects to redis-test service
    await redis_client_real.set("test_key", "test_value")
    value = await redis_client_real.get("test_key")
    assert value == "test_value"

@pytest.mark.integration
async def test_postgres_query(postgres_connection_real):
    """Test PostgreSQL database"""
    # postgres_connection_real connects to postgres-test
    result = await postgres_connection_real.fetch("SELECT 1")
    assert result[0][0] == 1

@pytest.mark.integration
async def test_openfga_check(openfga_client_real):
    """Test OpenFGA permissions"""
    # openfga_client_real connects to openfga-test
    allowed = await openfga_client_real.check_permission(
        user="user:test",
        relation="viewer",
        object="conversation:1"
    )
    assert isinstance(allowed, bool)

Available Fixtures

From tests/conftest.py:

integration_test_env - Returns True if running in Docker
postgres_connection_real - Real PostgreSQL connection (asyncpg)
redis_client_real - Real Redis client (redis.asyncio)
openfga_client_real - Real OpenFGA client

All fixtures automatically:

Skip if not in Docker environment
Connect to test services
Clean up after tests

Debugging

View Service Logs

## While tests are running
docker compose -f docker/docker-compose.test.yml logs test-runner
docker compose -f docker/docker-compose.test.yml logs postgres-test
docker compose -f docker/docker-compose.test.yml logs openfga-test

## Or use helper script
./scripts/test-integration.sh --verbose

Keep Containers Running

## Run tests and keep containers for inspection
./scripts/test-integration.sh --keep

## Inspect services
docker compose -f docker/docker-compose.test.yml ps
docker compose -f docker/docker-compose.test.yml logs

## Connect to postgres
docker compose -f docker/docker-compose.test.yml exec postgres-test psql -U postgres testdb

## Connect to redis
docker compose -f docker/docker-compose.test.yml exec redis-test redis-cli

## Clean up when done
docker compose -f docker/docker-compose.test.yml down -v

Run Single Test

## Start services
docker compose -f docker/docker-compose.test.yml up -d postgres-test openfga-test redis-test

## Wait for health
./scripts/wait-for-services.sh

## Run specific test locally
TESTING=true \
OPENFGA_API_URL=http://localhost:8080 \
POSTGRES_HOST=localhost \
REDIS_HOST=localhost \
pytest -m integration tests/test_openfga_client.py::test_check_permission -xvs

## Cleanup
docker compose -f docker/docker-compose.test.yml down -v

CI/CD Integration

GitHub Actions

Integration tests run automatically in CI:

## .github/workflows/ci.yaml
- name: Set up Docker Buildx
  uses: docker/setup-buildx-action@v3

- name: Run integration tests (containerized)
  run: |
    chmod +x scripts/test-integration.sh
    ./scripts/test-integration.sh

Key Changes:

✅ Removed continue-on-error: true (tests are now reliable)
✅ No manual service setup required
✅ Faster with Docker layer caching

Performance

Timing

Phase	Duration
Build test image (first time)	~60s
Build test image (cached)	~5s
Start services	~10s
Run tests	~30s
Cleanup	~2s
Total (first run)	~100s
Total (cached)	~50s

Optimization Tips

Use BuildKit caching (already enabled)
Keep containers for re-runs during development
Run unit tests first (fail fast)
Test locally before pushing to CI

Troubleshooting

Tests Time Out

## Increase health check timeout
TIMEOUT=300 ./scripts/wait-for-services.sh

Services Won’t Start

## Check service logs
docker compose -f docker/docker-compose.test.yml logs postgres-test

## Verify Docker resources (need 2GB RAM minimum)
docker system info

Port Conflicts

Integration tests use isolated network with no exposed ports. If you see port conflicts:

## Stop other containers
docker ps
docker stop <conflicting-container>

## Or use different compose file
docker compose -f docker/docker-compose.yml down

Permission Errors

## Make scripts executable
chmod +x scripts/test-integration.sh
chmod +x scripts/wait-for-services.sh

## Check Docker permissions
docker ps  # Should work without sudo

Local Development Workflow

Recommended Flow

## 1. Write code
vim src/mcp_server_langgraph/auth/openfga.py

## 2. Run unit tests (fast)
pytest -m unit tests/test_openfga_client.py -v

## 3. Run integration tests
make test-integration

## 4. Fix failures, repeat

Alternative: Keep Services Running

## Start services once
make test-integration-services

## Run tests many times (fast)
pytest -m integration -v
pytest -m integration -v
pytest -m integration -v

## Clean up when done
make test-integration-cleanup

Configuration

docker-compose.test.yml

Test services configuration:

In-memory databases (fast, ephemeral)
Health checks (tests wait for ready)
No volumes (clean state every run)
Isolated network

Dockerfile.test

Test runner image:

Python 3.12
Test dependencies only
Environment pre-configured
Fast builds with caching

Test Environment Variables

Set in docker-compose.test.yml:

TESTING=true - Enables test mode
Service URLs (postgres-test, redis-test, etc.)
Disabled observability for cleaner output

Best Practices

Use Docker for CI/CD: Always make test-integration in workflows
Keep tests fast: Use unit tests for logic, integration for service interaction
Clean up properly: Use fixtures for setup/teardown
Isolate tests: Don’t depend on test execution order
Document requirements: Note which services each test needs
Test one thing: Integration test should verify service interaction, not business logic

Testing Guide - Overview of all test types
Docker Deployment - Docker best practices
CI/CD Pipeline - GitHub Actions workflows

Last Updated: 2025-10-14 Version: 2.5.0 (Containerized integration tests)

Getting Started

Core Concepts

Framework Comparisons

Security

Local Development

Testing

Contributing

Workflows

Troubleshooting

Integrations

Diagrams

​Overview

​Quick Start

​Commands

​Basic Usage

​Advanced Usage

​Architecture

​Services

​Network Isolation

​Environment Variables

​Writing Integration Tests

​Test Markers

​Using Real Services

​Available Fixtures

​Debugging

​View Service Logs

​Keep Containers Running

​Run Single Test

​CI/CD Integration

​GitHub Actions

​Performance

​Timing

​Optimization Tips

​Troubleshooting

​Tests Time Out

​Services Won’t Start

​Port Conflicts

​Permission Errors

​Local Development Workflow

​Recommended Flow

​Alternative: Keep Services Running

​Configuration

​docker-compose.test.yml

​Dockerfile.test

​Test Environment Variables

​Best Practices

​Related Documentation

Overview

Quick Start

Commands

Basic Usage

Advanced Usage

Architecture

Services

Network Isolation

Environment Variables

Writing Integration Tests

Test Markers

Using Real Services

Available Fixtures

Debugging

View Service Logs

Keep Containers Running

Run Single Test

CI/CD Integration

GitHub Actions

Performance

Timing

Optimization Tips

Troubleshooting

Tests Time Out

Services Won’t Start

Port Conflicts

Permission Errors

Local Development Workflow

Recommended Flow

Alternative: Keep Services Running

Configuration

docker-compose.test.yml

Dockerfile.test

Test Environment Variables

Best Practices

Related Documentation