# Reservoir Characterization Model AI Agent Connect

> Analyzes petrophysical data to characterize reservoir properties and flow units.

## Overview
- **Category:** energy
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_NJL2EKTALep9k3AdVsX8LPTabHoYbEWTSpWZuXw2/ai-agent-connect
- **Tags:** petrophysics, reservoir, geology, porosity, permeability

## Description

This MCP server provides advanced analytical tools for petrophysical reservoir characterization. It transforms raw core and log data into actionable insights by calculating property distributions, assessing spatial heterogeneity, and identifying distinct flow units. Use `analyze_property_statistics` for high-level summaries, `evaluate_heterogeneity` to quantify spatial complexity, `identify_flow_units` to segment the reservoir, and `calculate_permeability_trends` to determine directional flow characteristics.

## Tools

### analyze_property_statistics
Provides a high-level statistical summary of the basic petrophysical properties

### calculate_permeability_trends
Determines the directional flow characteristics of the reservoir

### evaluate_heterogeneity
Quantifies the complexity and spatial variation of the reservoir

### identify_flow_units
Segments the reservoir into distinct zones that function as unified fluid conduits

## Prompt Examples

**Prompt:** 
```
Can you provide a statistical summary for these porosity and permeability values? Porosity: [0.15, 0.18, 0.22], Permeability: [10, 15, 25], Saturation: [0.8, 0.75, 0.7]
```

**Response:** 
```
The mean porosity is 0.183, mean permeability is 16.67, and mean saturation is 0.75.
```

**Prompt:** 
```
What is the permeability ratio if horizontal permeability is 50 mD and vertical permeability is 10 mD?
```

**Response:** 
```
The permeability ratio is 0.2, indicating preferred horizontal flow.
```

**Prompt:** 
```
Identify flow units for a sandstone reservoir with porosity [0.2, 0.21, 0.12] and permeability [100, 110, 20].
```

**Response:** 
```
Two distinct flow units were identified: Unit 1 (high porosity/permeability) and Unit 2 (low porosity/permeability).
```

## Frequently Asked Questions

**What kind of data does this model require?**
The model requires petrophysical measurements such as porosity, permeability, and saturation data, along with lithology information for segmentation.

**How can I identify flow units in my reservoir?**
You can use the `identify_flow_units` tool, providing porosity and permeability arrays along with the specific lithology type.

**Can I assess reservoir heterogeneity?**
Yes, the `evaluate_heterogeneity` tool allows you to quantify spatial variation using property data, correlation length, and anisotropy ratios.