Performance

Performance considerations for vCon MCP Server.

Resource Recommendations

Workload	CPU	Memory	Replicas
Development	0.25	256Mi	1
Production (small)	0.5	512Mi	2
Production (large)	1	1Gi	3+

Multi-Instance Deployments

Enable stateless mode for horizontal scaling:

MCP_HTTP_STATELESS=true

Embedding Performance

Process embeddings in batches to avoid rate limits:

docker run --rm \
  -e SUPABASE_URL=your-url \
  -e SUPABASE_SERVICE_ROLE_KEY=your-key \
  -e OPENAI_API_KEY=your-key \
  public.ecr.aws/r4g1k2s3/vcon-dev/vcon-mcp:main \
  script embed-vcons --batch-size=50 --delay=100

Search Performance

Search Type	Speed	Use Case
Full-text	Fast	Keyword matching
Semantic	Slower	Meaning-based search
Hybrid	Medium	Best of both

Caching (Optional)

Enable Redis for caching:

REDIS_URL=redis://localhost:6379

Observability

Enable OpenTelemetry for performance monitoring:

OTEL_ENABLED=true
OTEL_ENDPOINT=http://jaeger:4318

Next Steps

• Docker Deployment

• Production Setup