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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Load Balancer Distributor with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic simulation engine for evaluating load balancing algorithms.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Load Balancer Distributor capability set.

These are the exact actions your AI can choose when you ask it to work with Load Balancer Distributor.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Load Balancer Distributor.

  1. 01

    Simulate distribution

    Calculates the exact assignment of tasks to agents using a specific algorithm and returns performance metrics

  2. 02

    Validate system constraints

    Checks if a proposed set of tasks can be distributed without any agent exceeding its absolute capacity

  3. 03

    Get agent status

    Provides a snapshot of the current state of all agents to prepare for a simulation

Observed, not estimated

805ms average. Fast in production.

Load Balancer Distributor is checked daily against the live service.

Daily averagePeak 957ms
Aug 20Today
Fastest day
691ms
Slowest day
957ms
14-day trend
Slowing+10%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Load Balancer Distributor, so you can see the experience inside your AI.

It does not authenticate your account with Load Balancer Distributor. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Load Balancer Distributor Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_KCXzjL1n1FNfWHHWFAVxbFcDYFozUrH0lKsAXp1Y/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Load Balancer Distributor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "load-balancer-distributor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KCXzjL1n1FNfWHHWFAVxbFcDYFozUrH0lKsAXp1Y/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Load Balancer Distributor owners ask.

  • 01

    What algorithms are supported?

    The engine supports round_robin, weighted_round_robin, least_connections, consistent_hash, and power_of_two_choices.

  • 02

    How is saturation determined?

    A saturation flag is triggered if any agent's total load (existing load plus new task weights) exceeds 90% of its maximum capacity.

  • 03

    Can I check if a distribution is feasible?

    Yes, use the validate_system_constraints capability to check if a proposed set of tasks can be distributed without exceeding any agent's absolute capacity.

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