# Stochastic RSI Calculator MCP for AI Agents AI Agent Connect

> Stochastic RSI Calculator MCP provides deterministic momentum analysis for traders. It calculates precise Stochastic RSI values, identifies overbought and oversold conditions, and detects divergence patterns between price action and momentum to help you spot trend shifts.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_YJwhU6yhZfmL6OC1kltCjjZh69o0t5aKbSUMB2EH/ai-agent-connect
- **Tags:** rsi, stochastic, trading, momentum, indicators, finance

## Description

Trading requires precision, not guesswork. This MCP gives your AI client the ability to perform exact technical analysis by calculating the Stochastic RSI indicator using Wilder's smoothed RSI values. Instead of relying on an LLM to hallucinate math, you can now have your agent perform deterministic calculations to find momentum shifts, crossovers, and threshold breaches. You can check the current market state to see if a trend is overbought or oversold, or look for historical disagreements between price and momentum through divergence detection. By connecting this to your preferred AI client through the Vinkius catalog, you turn a standard chat interface into a high-fidelity technical analysis workstation. It handles the heavy lifting of the stochastic formula so you can focus on interpreting the signals and making decisions.

## Tools

### calculate_stoch_rsi
Computes the full Stochastic RSI series and identifies specific signal points. It provides the exact mathematical values needed for precise momentum tracking.

### detect_divergence_patterns
Scans price history to find disagreements between price action and momentum. This helps you spot potential trend reversals before they happen.

### get_current_market_state
Returns the immediate trend status and overbought or oversold levels. It gives you a quick snapshot of current market momentum.

## Prompt Examples

**Prompt:** 
```
Is the current market overbought or oversold based on these prices: [45.2, 46.1, 45.8, 47.2, 48.5, 48.0, 49.1]?
```

**Response:** 
```
The market is currently in an **overbought** state.

| Metric | Value |
| :--- | :--- |
| **Status** | Overbought |
| **%K** | 85.5 |
| **%D** | 78.2 |

The high %K value suggests the upward momentum is reaching an extreme.
```

**Prompt:** 
```
Are there any divergences in this price series: [100, 105, 102, 110, 108, 115]?
```

**Response:** 
```
Yes, a **bearish divergence** was detected.

* **Price Action:** Reached a higher high at the final index.
* **Momentum:** Showed a lower high.

This mismatch suggests that while the price is climbing, the underlying momentum is weakening, which often precedes a reversal.
```

**Prompt:** 
```
Calculate the Stochastic RSI for these closing prices: [50, 51, 52, 51, 50, 49, 48, 47, 46, 45]?
```

**Response:** 
```
The Stochastic RSI indicates an **oversold** condition.

* **Signal:** Oversold
* **Reasoning:** The %K value has dropped below the 20 threshold.

This typically suggests that the recent downward move may be exhausted.
```

## Capabilities

### Calculate momentum indicators
Get precise Stochastic RSI series data and signal points for any price set.

### Check market conditions
Instantly see if the current trend is overbought or oversold.

### Spot price divergences
Identify historical mismatches where price and momentum move in opposite directions.

### Identify trend shifts
Detect crossovers and threshold breaches to find potential turning points.

## Use Cases

### Spotting a trend reversal
A trader notices price is making higher highs, but asks their agent to check for divergence. The agent uses detect_divergence_patterns and finds a bearish divergence, signaling a potential drop.

### Confirming an entry point
An analyst sees a price dip and asks their agent if the market is oversold. The agent uses get_current_market_state and confirms the %K value is below 20, suggesting a bounce might be coming.

### Validating momentum strength
A user provides a week of price data and asks for the momentum trend. The agent uses calculate_stoch_rsi to provide the exact %K and %D values to confirm bullish momentum.

### Scanning for crossovers
A researcher wants to know when momentum shifted. They ask the agent to analyze a price series, and the agent identifies the exact point where the Stochastic RSI crossed the threshold.

## Benefits

- Eliminate math errors by moving technical calculations from the LLM to a deterministic tool.
- Identify trend reversals faster using detect_divergence_patterns to find price-momentum mismatches.
- Get instant clarity on market extremes with get_current_market_state for overbought or oversold checks.
- Automate signal detection by using calculate_stoch_rsi to find specific momentum crossovers.
- Reduce manual chart checking by letting your agent monitor threshold breaches for you.

## How It Works

The bottom line is you turn raw price data into actionable momentum signals.

1. Provide a series of closing prices to your AI client
2. The agent runs the stochastic formula against the smoothed RSI values
3. You receive specific signals like overbought levels or divergence patterns

## Frequently Asked Questions

**How can I use the Stochastic RSI Calculator MCP for my trading?**
You can use it to get precise momentum readings and identify trend reversals. Instead of manually calculating indicators, you provide price data to your agent and get back exact signals like overbought levels or divergences.

**Can this Stochastic RSI Calculator MCP detect trend reversals?**
Yes. By using the divergence detection capability, the MCP identifies when price action and momentum are moving in opposite directions, which is a classic sign of a potential trend reversal.

**Does the Stochastic RSI Calculator MCP work with any price data?**
Yes, you can provide any series of closing prices to your AI client, and the MCP will perform the deterministic calculations to give you the resulting momentum indicators.

**How accurate are the signals from the Stochastic RSI Calculator MCP?**
The signals are highly accurate because they are based on deterministic mathematical formulas rather than LLM estimation. It uses Wilder's smoothed RSI to ensure the results are mathematically sound.

**Can I check if a market is overbought using the Stochastic RSI Calculator MCP?**
Absolutely. You can ask your agent for the current market state, and it will tell you if the momentum is in overbought or oversold territory based on the calculated %K and %D values.