# Vector Database TCO Calculator AI Agent Connect

> Calculate the total cost of ownership for vector databases, comparing managed vs self-hosted models.

## Overview
- **Category:** infrastructure
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Kv2W52bRdB4VoCVp5bvueM2RXeqvNPbV0v07QfLN/ai-agent-connect
- **Tags:** vector-database, tco, infrastructure, ai-infrastructure, cost-modeling

## Description

This MCP server provides specialized tools to model the financial impact of vector database deployments. It accounts for critical factors like vector storage density, indexing overhead, and replication requirements. Use `calculate_three_year_tco` to project long-term expenses, `compare_deployment_models` to decide between managed services and self-hosted infrastructure, `project_scaling_costs` to predict growth expenses, and `estimate_resource_requirements` to determine necessary hardware or cloud capacity.

## Tools

### calculate_three_year_tco
Calculates the total estimated cost for a vector database over a 3-year period

### compare_deployment_models
Compares the total cost of managed services versus self-hosted infrastructure

### estimate_resource_requirements
Estimates the hardware or cloud capacity required to support a workload

### project_scaling_costs
Projects how costs will grow as the vector database expands

## Prompt Examples

**Prompt:** 
```
What is the 3-year TCO for 10 million vectors with 1536 dimensions at 50 QPS?
```

**Response:** 
```
The estimated 3-year TCO for your workload is $45,200.00, including storage, compute, and operational costs.
```

**Prompt:** 
```
Should I use a managed service or host it myself for 1 million vectors?
```

**Response:** 
```
Based on your parameters, a managed service is the preferred model, offering a total cost saving of $1,200.00 over 3 years compared to self-hosting.
```

**Prompt:** 
```
How much memory do I need for 5 million vectors at 128 dimensions?
```

**Response:** 
```
To support this workload, you will require 64.5 GB of memory and 120 GB of storage.
```

## Frequently Asked Questions

**How does this tool account for indexing costs?**
The tool includes an index multiplier to account for the additional RAM and disk space required by searchable indexes like HNSW.

**Can I compare managed services with self-hosted setups?**
Yes, you can use `compare_deployment_models` to see the cost delta between managed services and self-hosted infrastructure.

**Does the calculation include replication?**
Yes, you can specify a replication factor to ensure the total cost reflects the necessary data copies for high availability.