Multi-Tenant Isolation Calculator

Multi-Tenant Isolation Calculator MCP Connector for Claude

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Deterministic resource isolation and quota calculator for multi-tenant environments.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides precise tools for managing resource distribution across multiple tenants. It allows AI agents to calculate exact resource allocations using strategies like hard quotas, soft quotas with burst, or reserved capacity. Use calculate_tenant_allocations to determine how tokens and compute time are distributed, analyze_utilization_health to monitor resource contention and fair share violations, and get_quota_lifecycle to track replenishment schedules.

multi-tenancyquotaresource-allocationisolationcapacity-planning

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

analyze_utilization_health

Evaluates the efficiency and pressure of the current resource distribution

calculate_tenant_allocations

Determines the exact resource distribution for all tenants based on the chosen isolation strategy

get_quota_lifecycle

Provides scheduling information for when tenant limits will be replenished

See how to talk to your AI agent using Multi-Tenant Isolation Calculator.

Calculate the resource allocation for three tenants using the reserved_capacity strategy.

The allocation report shows Tenant A received 500 tokens, Tenant B received 300 tokens, and Tenant C received 200 tokens from the shared pool.

Is there any resource contention in the current system?

The current resource contention is 15%, which is within the normal operating range.

When is the next hourly quota reset?

The next quota reset is scheduled for 14:00:00 UTC.

With `calculate_tenant_allocations` using the hard_quota strategy, each tenant is assigned exactly their quota. No resources are shared or borrowed from other tenants.

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