# Crypto Index Rebalancing Strategy AI Agent Connect

> A deterministic decision engine for cryptocurrency index rebalancing based on tracking error and cost-benefit analysis.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_LssJ22eQzJkzQpuGSZDvSfNJYYvNs6HKohhcvnss/ai-agent-connect
- **Tags:** rebalancing, crypto-index, tracking-error, portfolio-management, trading-signals

## Description

This MCP server provides a deterministic decision engine for cryptocurrency index rebalancing. It connects AI agents to precise financial logic to determine if a portfolio should be traded based on tracking error thresholds, scheduled frequencies, and economic viability. Using `calculate_rebalance_signals`, agents can analyze historical price data and index composition to trigger trades when drift exceeds specific limits. The `simulate_portfolio_drift` tool allows for assessing current weight deviations, while `estimate_execution_friction` predicts the total cost of trades, including slippage and gas, to ensure rebalancing is economically worthwhile. This toolset is designed for high-fidelity replication of crypto indices like BIT10 or DEFI5.

## Tools

### calculate_rebalance_signals
Analyzes historical price data and index composition to determine if a rebalance should be executed

### simulate_portfolio_drift
Calculates the current deviation of token weights from their targets

### estimate_execution_friction
Predicts the total cost of performing a rebalance

## Prompt Examples

**Prompt:** 
```
Should I rebalance my BIT10 index today based on these prices and composition?
```

**Response:** 
```
No, the current tracking error is 1.2%, which is below the 1.5% economic utility threshold required for execution.
```

**Prompt:** 
```
Calculate the current drift for my portfolio.
```

**Response:** 
```
Drift detected. BTC weight is 0.05 higher than target, and ETH weight is 0.03 lower than target.
```

**Prompt:** 
```
Estimate the cost for these three trades.
```

**Response:** 
```
The total estimated friction cost is $450.00, consisting of $50.00 in fees, $10.00 in gas, and $390.00 in slippage.
```

## Frequently Asked Questions

**When does the system trigger a rebalance?**
A rebalance is triggered if the tracking error exceeds 2% or if the current date matches the scheduled rebalance frequency. However, the system only executes the trade if the tracking error is above 1.5% and the rebalance cost is less than 0.5% of the index value.

**How is the rebalance cost calculated?**
The total rebalance cost is the sum of exchange fees, gas costs, and estimated slippage, which can be predicted using the `estimate_execution_friction` tool.

**What are the liquidity requirements?**
To ensure sufficient liquidity, the system skips any rebalance if the index Total Value Locked (TVL) is less than $50,000,000.