How do I estimate the maximum connections for my server?

Use the `estimate_max_connections` tool by providing your available RAM and the estimated memory footprint per connection.

Can this help me plan for a global user base?

Yes, use `calculate_required_servers` to determine how many server instances are needed to support your target total connection count.

How is network overhead calculated?

The `calculate_bandwidth_overhead` tool estimates the bandwidth consumed by heartbeat traffic based on your connection count and ping interval.

WebSocket Capacity Planner MCP Connector for Claude

A+

Estimate WebSocket connection limits, server fleet requirements, and network overhead.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a specialized engine for planning WebSocket infrastructure. It allows AI agents to calculate the maximum concurrent connections based on memory constraints using estimate_max_connections, determine necessary fleet size with calculate_required_servers, estimate network egress load via estimate_broadcast_load, and quantify heartbeat bandwidth overhead with calculate_bandwidth_overhead.

websocketscalingdevopsnetwork-engineeringperformance

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_A2KKR618IPEurqCafkvsVgIKXzk9F63mnDdpvJwf/mcp

② Claude Code (terminal)

claude mcp add --transport http websocket-capacity-planner https://edge.vinkius.com/vk_preview_A2KKR618IPEurqCafkvsVgIKXzk9F63mnDdpvJwf/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "websocket-capacity-planner": {
      "url": "https://edge.vinkius.com/vk_preview_A2KKR618IPEurqCafkvsVgIKXzk9F63mnDdpvJwf/mcp"
    }
  }
}

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