MCP For Claude Marketplace
Agent Load Balancer Calculator

Agent Load Balancer Calculator MCP Connector for Claude

A+

Deterministic load balancing engine for distributing request rates across agent instances.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides a deterministic engine to distribute incoming request rates across a pool of healthy agent instances. It supports multiple mathematical strategies including round_robin, least_connections, weighted_response_time, and consistent_hashing. Use calculate_distribution to determine exact request assignments, get_sticky_session_mapping for session persistence, and analyze_system_health to monitor pool utilization and imbalance ratios.

load-balancerdistributionscalingdeterministicrouting

3 tools expose this connector's capabilities to your AI agent.

get_sticky_session_mapping

Determines which specific instance a specific user/request will be routed to, simulating session persistence

analyze_system_health

Provides a high-level overview of how stressed the agent pool is without performing a full distribution calculation

calculate_distribution

Calculates exactly how many requests from the incoming rate should be assigned to each healthy agent instance based on the selected strategy

See how to talk to your AI agent using Agent Load Balancer Calculator.

Calculate the request distribution for 100 requests/sec using least_connections across three instances: ID1 (load 10, cap 50), ID2 (load 20, cap 50), and ID3 (load 5, cap 50).

The requests are distributed as follows: ID3 receives 100 requests because it has the lowest utilization ratio (0.1).

What is the current health status of my agent pool?

The average utilization is 45%, the maximum utilization is 85%, and there are 0 unhealthy instances.

Map user 'user_123' to an instance using consistent hashing.

User 'user_123' is mapped to instance ID2.

The `least_connections` strategy assigns requests to the instance with the lowest ratio of current load to its total capacity.

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