# Token Budget Allocation Optimizer AI Agent Connect

> Distribute and optimize token budgets across multi-agent pipelines.

## Overview
- **Category:** ai-agents
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_ZkNofie22vubs1pNXeWum9o7DNby48VpY3YpPfNF/ai-agent-connect
- **Tags:** tokens, budget, pipeline, allocation, efficiency

## Description

Manage token distribution across complex AI agent workflows. This MCP server provides precise mathematical models to allocate fixed token pools among various pipeline stages. Use `calculate_allocation` to distribute resources based on equal, priority-weighted, or dynamic strategies. Monitor pipeline health with `analyze_allocation_health` to detect overflow risks and identify underutilized tokens. For a high-level overview of efficiency and critical alerts, use `get_pipeline_summary`. It helps prevent stage failures by identifying critical overflow risks where estimated needs exceed allocated budgets.

## Tools

### calculate_allocation
Distributes the total token budget among all stages using a chosen mathematical strategy

### analyze_allocation_health
Evaluates the risks and inefficiencies of a specific allocation

### get_pipeline_summary
Provides a high-level overview of the entire budget situation

## Prompt Examples

**Prompt:** 
```
Calculate an equal distribution for 1000 tokens across 4 stages.
```

**Response:** 
```
Each of the 4 stages has been allocated 250 tokens.
```

**Prompt:** 
```
Check if my current allocation has any critical risks.
```

**Response:** 
```
The allocation is healthy with no critical overflow risks detected.
```

**Prompt:** 
```
What is the efficiency of my 5000 token budget if I only use 4500?
```

**Response:** 
```
The budget efficiency is 0.9.
```

## Frequently Asked Questions

**How do I distribute tokens based on importance?**
Use the `calculate_allocation` tool with the `priority_weighted` strategy. This ensures stages with higher priority values receive a larger portion of the total budget.

**What is an overflow risk?**
An overflow risk occurs when a stage's estimated token requirement exceeds its allocated budget. If the risk score is greater than 1.2, it is flagged as a critical alert.

**Can I see a summary of my entire pipeline budget?**
Yes, the `get_pipeline_summary` tool provides a high-level overview, including total allocated tokens, efficiency ratings, and critical alerts.