# Multi-Tenant Resource Isolation Calculator AI Agent Connect

> Deterministic engine for calculating resource allocation and contention in multi-tenant agent systems.

## Overview
- **Category:** agent-infrastructure
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_8Q4Nky92R87uJa24aKsEgmaussN7Wyk0hkOhnF9C/ai-agent-connect
- **Tags:** quota, isolation, allocation, tenancy, resource-monitoring

## Description

This MCP server provides a deterministic engine to manage agentic workloads by calculating exact resource allocation, usage metrics, and contention levels. It supports multiple isolation strategies including `hard_quota`, `soft_quota_with_burst`, and `reserved_capacity`. Use `calculate_tenant_allocation` to determine specific tenant distributions, `get_quota_lifecycle_schedule` to manage reset intervals, and `evaluate_system_health` to monitor if the system is under stress based on contention and utilization metrics.

## Tools

### calculate_tenant_allocation
Determines the exact resource allocation for every tenant based on the selected isolation strategy

### evaluate_system_health
Analyzes the current state of the system to determine if the configuration is sustainable

### get_quota_lifecycle_schedule
Provides the temporal configuration for when quotas are reset

## Prompt Examples

**Prompt:** 
```
Calculate the allocation for three tenants with a hard quota strategy.
```

**Response:** 
```
The allocation for tenant_1 is 100 tokens, tenant_2 is 150 tokens, and tenant_3 is 200 tokens.
```

**Prompt:** 
```
Check if the system is healthy given this allocation report.
```

**Response:** 
```
The system status is healthy with no significant contention detected.
```

**Prompt:** 
```
What is the reset schedule for a daily frequency?
```

**Response:** 
```
The daily reset interval is 1440 minutes.
```

## Frequently Asked Questions

**What isolation strategies are supported?**
The engine supports `hard_quota` for strict boundaries, `soft_quota_with_burst` for flexible borrowing, and `reserved_capacity` for hybrid allocation.

**How is system stress determined?**
The system is flagged as stressed if `resource_contention` exceeds 0.3 or if any single tenant's utilization ratio is greater than 1.0.

**Can I schedule quota resets?**
Yes, you can use `get_quota_lifecycle_schedule` to retrieve the configuration for daily or hourly reset intervals.