# Multi-Tenant Isolation Calculator AI Agent Connect

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

## Overview
- **Category:** infrastructure
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_2OyfDAxh2zLKhHnkFcuFUm1XXUXqlPpUGU2B7tay/ai-agent-connect
- **Tags:** multi-tenancy, quota, resource-allocation, isolation, capacity-planning

## Description

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.

## Tools

### 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

## Prompt Examples

**Prompt:** 
```
Calculate the resource allocation for three tenants using the reserved_capacity strategy.
```

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

**Prompt:** 
```
Is there any resource contention in the current system?
```

**Response:** 
```
The current resource contention is 15%, which is within the normal operating range.
```

**Prompt:** 
```
When is the next hourly quota reset?
```

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

## Frequently Asked Questions

**How does the hard quota strategy work?**
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.

**How can I check if the system is under high pressure?**
You can use `analyze_utilization_health` to evaluate system pressure. It will trigger a high pressure alert if resource contention exceeds 30% or if any tenant's utilization goes above 100%.

**When will the tenant quotas be reset?**
Use the `get_quota_lifecycle` tool to retrieve the next reset timestamp based on whether your frequency is set to daily or hourly.