# Medication Adherence Score AI Agent Connect

> Medication Adherence Score MCP gives your AI client the ability to evaluate how strictly patients follow their prescribed drug regimens. It processes dosage, timing, and persistence data to flag patients who need immediate intervention. You can use it to turn raw medication logs into actionable clinical insights about patient behavior and risk levels.

## Overview
- **Category:** healthcare
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_XakEtWCbmdNubXQ6It1DBrg3PPkLSkRx4Rss62w9/ai-agent-connect
- **Tags:** medication, adherence, clinical, pharmacy, patient-care

## Description

You can use this MCP to bridge the gap between raw medication logs and clinical decision making. Instead of manually calculating compliance rates, you let your AI client handle the math. It looks at how many doses were actually taken versus what was prescribed, how consistent the timing is, and how long a patient stays on a specific therapy. 

If you are managing large patient populations, this tool helps you spot red flags before they become emergencies. Your agent can identify when a patient's timing is slipping or when they have stopped a medication entirely. By using the priority scoring, you can direct your clinical staff toward the patients who need a phone call or a follow-up visit right now. It turns messy adherence data into a clear picture of patient risk and therapy persistence.

## Tools

### get_adherence_percentage
This tool calculates the ratio of medication doses actually taken against the total number prescribed.

### get_intervention_priority
This tool determines the clinical urgency for contacting a patient based on their specific adherence profile.

### get_persistence_days
This tool finds the total number of days a patient has remained on their medication therapy.

### get_timing_consistency
This tool measures how reliably a patient hits their prescribed dose times.

## Prompt Examples

**Prompt:** 
```
What is the adherence rate if 45 doses were taken out of 50 prescribed?
```

**Response:** 
```
The adherence rate is 90%, which is classified as High Adherence.
```

**Prompt:** 
```
How many days has the patient been on medication if the first dose was 2023-01-01 and the last was 2023-01-15?
```

**Response:** 
```
The patient has been on medication for 15 days.
```

**Prompt:** 
```
A patient has an adherence rate of 0.4, a consistency score of 0.5, and a refill gap was detected. What is the priority?
```

**Response:** 
```
The priority level is Urgent, and the recommended action is immediate clinician outreach.
```

## Capabilities

### Compliance Calculation
Your agent calculates the exact percentage of doses completed.

### Urgency Detection
The AI identifies which patients require immediate clinical outreach.

### Persistence Tracking
Your client determines how long a patient has stayed on a specific treatment.

### Timing Analysis
The tool evaluates the reliability of a patient's dosing schedule.

## Use Cases

### Risk Stratification
Your agent flags patients with low adherence scores for immediate review.

### Therapy Monitoring
Track how many days a patient has successfully maintained their medication regimen.

### Outreach Planning
Use priority levels to decide which patients need a phone call today.

### Dosing Accuracy Checks
Verify if patients are hitting their prescribed clock-times for doses.

## Benefits

- Identifies high-risk patients through automated priority scoring.
- Converts raw dosage logs into percentage-based adherence metrics.
- Flags timing inconsistencies that indicate potential treatment failure.
- Tracks the length of time patients remain on therapy.

## How It Works

Connect the MCP to your AI client to start analyzing patient data immediately.

1. Connect your preferred MCP-compatible client to Vinkius.
2. Provide your patient medication data to your AI agent.
3. The agent calls the specific adherence or priority tools.
4. The AI delivers a clinical summary or priority alert.

## Frequently Asked Questions

**What clients can I use with this MCP?**
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

**How does the priority level work?**
The priority level is determined by the patient's adherence rate, consistency, and refill patterns to indicate clinical urgency.

**Can this tool help with patient outreach?**
Yes, it identifies the clinical urgency required to contact a patient based on their adherence profile.

**Does this calculate how long a patient has been on a drug?**
Yes, the persistence tool determines the length of time a patient has stayed on their medication therapy.

**How is adherence calculated?**
The tool calculates the ratio of medication uptake relative to the original prescription.