# Rank Percentile Calculator MCP for AI Agents MCP

> The Rank Percentile Calculator tells you exactly where you stand among millions of players in competitive games like Valorant, League of Legends, and CS2. It provides precise metrics on your rank relative to the entire player base, letting you know what percentage of people you've surpassed. Use it to pinpoint how much progress you need to reach the next tier.

## Overview
- **Category:** utilities
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_BV6WQD5H80iIbbM6C4Px7krp1mtGSJvv7uFn2P6T/mcp
- **Tags:** valorant, league-of-legends, cs2, gaming-stats, rankings, esports

## Description

This MCP connects your AI client directly to detailed player distribution data for major competitive video games. Forget guessing where you stack up; this tool gives you hard numbers about your placement in the global player base. You can use it to figure out your exact percentile standing, or determine what percentage of players you need to pass just to hit the next rank tier. The system keeps track of patch-specific metrics for popular titles including Valorant, League of Legends, CS2, Apex Legends, and Dota 2.

When you connect this through Vinkius, your agent can access all this data instantly. It takes complex statistical queries—like calculating the difference between two ranks or checking if the current stats are up to date—and turns them into simple answers for your workflow.

## Tools

### calculate_next_rank_gap
Determines how much further progress a player must make to reach the next rank tier.

### get_game_metadata
Checks and reports the current patch version and update date for the ranking data of a specific game.

### get_rank_percentile
Calculates the percentage of players who are at or above your specified rank in any supported game.

### list_supported_ranks
Retrieves a list of all games and available ranks that can be queried for statistical data.

## Prompt Examples

**Prompt:** 
```
What percentage of players are in the Radiant rank for Valorant?
```

**Response:** 
```
**Valorant Rank Distribution**

| Rank | Population % |
| :--- | :---: |
| Immortal 3 | 1.2% |
| Immortal 2 | 0.9% |
| **Radiant** | **< 0.1%** |

The Radiant rank represents the top fraction of players, confirming its status as an elite tier.
```

**Prompt:** 
```
How much progress do I need to reach Gold from Silver in League of Legends?
```

**Response:** 
```
To get from Silver up to Gold requires surpassing approximately **15%** more of the total player base. This gap calculation tells you exactly where your focus needs to be to achieve measurable rank growth.
```

**Prompt:** 
```
Check if my CS2 ranking data is updated.
```

**Response:** 
```
**CS2 Data Status Check**

*   **Patch Version:** v7.34
*   **Data Last Updated:** October 12, 2023
*   **Confidence Score:** High

The current distribution metrics are based on this data snapshot.
```

## Capabilities

### Determine Global Rank Percentage
Find out what percentage of all players in a specific game and rank you have surpassed.

### Calculate Rank Progress Gap
Figure out the required progress or percentile jump needed to reach an adjacent competitive rank.

### Check Data Currency
Verify the patch version and last update date of the ranking data for any supported game.

### List Supported Ranks and Games
Get a comprehensive list of all games and rank tiers available for percentile calculation.

## Use Cases

### A player needs to know if their current ranking is impressive.
A user asks their agent, 'What percentage of players are in Radiant for Valorant?' The agent uses `get_rank_percentile` and replies that the rank represents the top 0.1%, giving the player a clear measure of elite status.

### A coach is setting a measurable goal for an athlete.
The coach asks, 'How much more progress does Player X need to reach Diamond from Platinum in League of Legends?' The agent uses `calculate_next_rank_gap`, providing a concrete percentage increase needed.

### A streamer needs to verify if the stats they are showing are current.
The streamer asks, 'Are the CS2 rankings up to date?' The agent uses `get_game_metadata` and responds with the patch version and last update date, preventing misinformation.

### A user wants a full scope of available games for analysis.
The user prompts, 'What games can I check my rank on?' The agent uses `list_supported_ranks` to provide a list of all supported titles, including Apex Legends and Dota 2.

## Benefits

- Know your true ranking: Use `get_rank_percentile` to move past general descriptions and see the exact percentage of players you’ve surpassed globally.
- Set clear goals: Instead of just aiming for a badge, use `calculate_next_rank_gap` to quantify exactly how much progress you need to make next.
- Trust the data: Before relying on any stats, run `get_game_metadata` to ensure your AI client is reading current patch-specific metrics for Valorant or CS2.
- Compare everything: Use `list_supported_ranks` to quickly see which games and ranking systems are available for immediate analysis through your agent.
- Focus on growth, not fluff: The MCP gives you actionable data points rather than just high scores; it quantifies the journey from one rank to the next.

## How It Works

The bottom line is, your AI client gets immediate, data-backed insights into competitive ranking statistics without needing manual lookups or external websites.

1. Tell your AI client which game and specific rank you want to check.
2. The MCP fetches the current player distribution data, confirming it's using the most recent patch metrics available for that title.
3. Your agent then uses this information to calculate whether you need to overcome a certain percentage of players or what percentile you currently hold.

## Frequently Asked Questions

**How does the Rank Percentile Calculator determine my actual rank standing?**
It compares your rank against all other players in the game's database to give you a percentage. Instead of just saying 'Gold,' it tells you if you are better than 75% or only 60%, giving you much clearer feedback.

**Is the ranking data provided by the Rank Percentile Calculator current?**
You can always check the data freshness using the MCP. It verifies the patch version and last update date, so you know the stats your agent is providing are based on recent metrics.

**Can this tool help me set a specific goal for improving my rank?**
Yes. If you tell it your current rank and where you want to go, the MCP calculates the exact percentage gap you need to close using tools like `calculate_next_rank_gap`.

**What games are supported by the Rank Percentile Calculator?**
It covers major competitive titles including Valorant, League of Legends, CS2, Apex Legends, and Dota 2. You can check a full list using the tool's built-in function.

**Is this better than just looking up my rank on the game site?**
Yes. The MCP gives you context that the game site doesn't: a verifiable, global percentile number and a precise calculation of how much progress is left to reach your next goal.