# Matchmaking Elo Calculator AI Agent Connect

> Deterministic Elo and Glicko rating updates for competitive matchmaking.

## Overview
- **Category:** gaming
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_vu6X7lU1svxASAyuezz738Bl5v086qSvPhUG6WAi/ai-agent-connect
- **Tags:** elo, matchmaking, gaming, statistics, rating

## Description

This MCP server provides a deterministic framework for managing competitive player skill ratings. It allows AI agents to calculate new Elo ratings using a specific K-factor, predict win probabilities for upcoming matchups, and monitor rating inflation across the player pool. Use `updated_player_ratings` to process match results, `match_probabilities` to forecast outcomes, and `inflation_metrics` to detect skill drift. It is designed for game developers and matchmaking systems requiring precise rating adjustments.

## Tools

### inflation_metrics


### match_probabilities


### updated_player_ratings


## Prompt Examples

**Prompt:** 
```
Calculate the new ratings for players after these matches: Player A (1200) beat Player B (1100), and Player B (1100) drew with Player C (1100).
```

**Response:** 
```
The updated ratings are: Player A: 1216, Player B: 1096, Player C: 1102.
```

**Prompt:** 
```
What is the win probability for a player with 1500 Elo against a player with 1200 Elo?
```

**Response:** 
```
The player with 1500 Elo has a 93.8% probability of winning.
```

**Prompt:** 
```
Check if there is rating inflation in my player pool.
```

**Response:** 
```
The average Elo change is +5.2, and no significant inflation is detected.
```

## Frequently Asked Questions

**How do I update player ratings after a tournament?**
You can use the `updated_player_ratings` tool by providing the current player ratings and the list of match results.

**Can I predict the outcome of a specific match?**
Yes, use the `match_probabilities` tool to get the expected win probability for each player in a matchup.

**How is the K-factor used?**
The K-factor is a multiplier that determines how much a match result changes a player's rating. You can specify this in the `updated_player_ratings` tool.