Development & Coding2026-07-191 min read
How to Scale MCP Servers Horizontally
Horizontal scaling strategies for MCP servers in production.
Scaling war storiesScaling guides
Horizontal scaling adds more server instances to handle increased load.
Scaling Architecture
Deploy multiple MCP server instances behind a load balancer. Use sticky sessions for stateful operations.
Considerations
- Shared state management across instances
- Database connection limits
- Consistent authentication across instances
- Load balancing algorithm selection
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