# Vector DB TCO Calculator AI Agent Connect

> Estimate 3-year total cost of ownership for vector databases.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Yg6w7vjAmXLBI7EOg3LRFqgqJC7ppshp3o1zEhMQ/ai-agent-connect
- **Tags:** vector-database, tco, financial-modeling, infrastructure, scaling

## Description

This MCP server provides financial modeling tools to estimate the Total Cost of Ownership (TCO) for vector databases. It calculates 3-year cost projections, scaling curves, and compares managed versus self-hosted deployment models. Use `get_tco_estimate` for primary cost modeling, `get_scaling_projection` to forecast growth costs, `compare_deployment_models` to evaluate hosting strategies, and `calculate_maintenance_overhead` to account for index rebuilds and backups.

## Tools

### calculate_maintenance_overhead
Estimates the specific costs associated with keeping the database healthy

### compare_deployment_models
Compares the financial impact of choosing a managed service versus a self-hosted deployment

### get_scaling_projection
Forecasts how costs will evolve as the vector database grows over time

### get_tco_estimate
Provides the primary 3-year total cost of ownership for a specific configuration

## Prompt Examples

**Prompt:** 
```
What is the 3-year TCO for 50 million vectors with 100 QPS and a managed service?
```

**Response:** 
```
The estimated 3-year TCO for 50 million vectors at 100 QPS using a managed service is $45,000.
```

**Prompt:** 
```
Compare managed vs self-hosted for 100 million vectors with $50k annual labor cost.
```

**Response:** 
```
A managed service will cost $120,000 over 3 years, while self-hosting will cost $185,000 when including the $50,000 annual labor cost.
```

**Prompt:** 
```
Project costs for 10 million vectors growing at 50% annually.
```

**Response:** 
```
With a 50% annual growth rate, your costs will increase from $5,000 in year one to $11,375 in year three due to increased storage and compute requirements.
```

## Frequently Asked Questions

**How does this tool account for scaling costs?**
The `get_scaling_projection` tool accounts for non-linear cost increases, such as when additional compute nodes are required to satisfy memory requirements for specific index types as vector volume grows.

**Can I compare managed services with self-hosted setups?**
Yes, use `compare_deployment_models` to see the financial impact of choosing a managed service versus self-hosting, including the cost of human engineering labor.

**Does it include maintenance costs like backups?**
Yes, `calculate_maintenance_overhead` estimates annual costs for index rebuilds and data backups based on your retention and frequency requirements.