#1 Crystal PvP ML Anticheat

Ecstacy Anticheat

Advanced behavioral analysis powered by Machine Learning. Optimized for the Crystal PvP meta.

ECSTACY
Dashboard
Ecstacy Dashboard - Live Fleet Overview
Ecstacy Dashboard - Flag Logs and Forensics

Servers that collaborate with us

Features

AI anticheat, built different.

Most anticheats look for cheats they already know. Anything not on the list walks straight through. We do the opposite: learn what normal play looks like, then flag what doesn't fit. Private clients included.

Neural Prediction & Manifold Analysis

Analyzes combat patterns twenty times every second, identifying temporal anomalies and inhuman click distributions invisible to traditional heuristic checks. Our models evaluate trajectory entropy, placement-to-break intervals, and angular acceleration to detect custom macros with surgical precision.

Zero Latency Cloud Offloading

Execution occurs exclusively on dedicated high-performance cloud clusters, ensuring that zero inference load touches your Minecraft server. The game process maintains 20.0 TPS flawlessly, using asynchronous Netty buffers to transmit compact telemetry without garbage collection spikes.

Global Database & Fleet Protection

Synchronizes infractions and behavioral fingerprints across hundreds of affiliated Minecraft networks in real time. When an offender is caught using automated combat modules on another server, their cross-network reputation score updates instantly to safeguard your community from their first tick.

Native PvP Client Integration

Integrates directly with Lunar Client, Badlion Client, and Feather Client via custom channel handshakes and verification payloads. Restrict unapproved Forge or Fabric mods, verify player client authenticity, and maintain clean competitive integrity during high-stakes matches.

Supported Minecraft Server Platforms

One jar. Spigot, Paper, Folia and Minestom, on 1.20.4 through 1.21.4+ (backward-compatible with 1.8+ clients via ViaVersion). Drop it in, restart, done. No proxy module. No client mod. No key to paste anywhere, because your licence is built into the download.

1.20.x
1.21.x
1.21.4+
Minestom
High-performance implementation. Ideal for scalability.
Spigot / Paper
Standard implementation for classic servers.
Folia
Multi-threaded region support for huge player counts.

Minecraft Client Integrations

Natively hooks into the most popular PvP clients to ban unallowed modifications and payloads, ensuring 100% fair tier testing and competitive play.

Control

Server Command Suite

Everything from in game. Pull up a player's flags, watch the replay of the moment they tripped, change how strict a check is, ban. All of it lands in the audit log.

/ecstacy menu
Opens the interactive GUI for settings and check toggles.
/ecstacy checks [check] [toggle]
Opens the checks GUI to view and configure detections live.
/ecstacy violations [player]
Shows all recorded violations and flags for a specific player.
/ecstacy player [player]
Inspects detailed player info, reputation, and violation history.
/ecstacy reputation [player]
Displays reputation %, ban history, and AI opinion.
/ecstacy spectate [player]
Teleports into spectator mode to watch a flagged player.
/ecstacy suspicious
Reviews borderline players sitting near the detection threshold.
/ecstacy alerts [toggle]
Toggles violation and simulation alerts visibility in chat.
14,205

Global Bans

Global Player Reputation

Caught on one server, marked on all of them. Someone who shows up already flagged elsewhere is treated as a risk from their first tick, so hopping servers no longer buys a clean slate. It never bans on its own. That call stays yours.

Marlowww player avatar - legitimate player in Ecstacy reputation system
Marlowww LEGIT Why is he lying?
Reputation: 99% • No flags detected
sussolino player avatar - detected cheater in Ecstacy global reputation network
sussolino CHEATER
Reputation: 5% • Banned on 3 servers

What server owners say

4.7 out of 5 based on 3 reviews
nove, Minecraft server owner
nove Owner · itaprac.xyz

I've been backing this since before it was a finished product. On one of the biggest practice networks in Europe people try everything on you, every single day. It holds up, and I don't spend my evenings arguing about bans anymore.

XYZ_54, Minecraft server owner
XYZ_54 SMP server owner

Cheaters were killing my SMP. People were leaving and the server was starting to get known for it. This turned it around. The players who left actually came back.

Nemy, Minecraft server owner
Nemy Ex owner · trprac.net

I ran it on my practice server back when nobody knew about it. It caught stuff nothing else was catching. I ended up helping the team make it better because I wanted it to win.

Answers to common questions.

Technical details regarding Ecstacy's architecture, ML models, and deployment.

Does Ecstacy affect server performance or TPS?
No. All inference runs on Ecstacy Cloud infrastructure via asynchronous Netty IO buffers, completely decoupled from the main Minecraft tick loop. The plugin collects compact telemetry with zero allocation and flawless 20.0 TPS under heavy 100+ player Crystal PvP load. Your server CPU and garbage collector are never strained by model computations or memory allocations.
How accurate is Ecstacy's cheat detection?
Auto Crystal detection reaches 99.4% precision and 97.4% recall (F1 score: 98.4%), Anchor Macro reaches 99.0% precision, and Auto Totem reaches 99.2% precision across competitive combat benchmarks. Models evaluate continuous organic combat dynamics rather than static thresholds, preventing false positives on fast butterfly clicking, drag clicking, and low-latency mechanical techniques.
What Minecraft versions and server platforms are supported?
Ecstacy supports Minecraft 1.20.4 through 1.21.4+ on Paper, Purpur, Pufferfish, and Folia servers (with full client backwards-compatibility down to 1.8 via ViaVersion). Installation is a single plugin JAR with zero external database configuration required—your encrypted license key is baked directly into your panel download. Folia multi-threaded regions are fully supported out of the box with thread-safe telemetry handlers.
Can cheaters bypass the AI detection by toggling?
Ecstacy builds dynamic behavioral manifolds across sessions rather than matching static cheat signatures. Evidence accumulates across consecutive combat windows, instantly exposing closet cheaters who toggle modules for single burst trades or use randomized smoothers. Random delays and synthetic humanization fail because neural evaluation measures systemic mechanical distributions across time rather than isolated thresholds.
What is an AI anticheat and how does it differ from traditional checks?
An AI anticheat uses machine learning trained on extensive real gameplay data to learn legitimate combat distributions. Where rule-based anticheats fail against modern private clients and humanized smoothers, Ecstacy evaluates organic play patterns twenty times per second, flagging anomalies without needing predefined rules. Traditional checks depend on rigid velocity thresholds that frequently false-flag competitive players; AI evaluates physical possibility within complex dynamic states.
How does Ecstacy detect Crystal PvP cheats?
Crystal Aura detection analyzes sub-millisecond combat timing, packet interleave ordering between placement and breaks, rotation acceleration, and crosshair micro-adjustments. Custom 0-tick burst macros and robotic anchor loops are flagged with 99.4% precision and < 0.001% false positive rate across verified Tier 1 competitive matches. Every detection produces an evidentiary timeline viewable via the web dashboard.
How does license activation and deployment work?
License activation is completely automated. When you subscribe to a plan from the dashboard, our system generates a cryptographically signed, custom-baked plugin binary tied to your account. You simply place the downloaded JAR file into your server's plugins directory and restart. No manual license keys, database credentials, or external API tokens need to be pasted into configuration files.
What is your false positive guarantee for competitive players?
Our models are fine-tuned on verified competitive telemetry harvested from top-tier community champions on MCTiers and PvPTiers. Legitimate mechanical feats—such as 20+ CPS butterfly clicking, rapid inventory hotkeying, and high-speed anchor detonations—are explicitly represented in our legit training distributions. This guarantees that your highest-skilled players will never be penalized for mechanical mastery.
Transparency

Who runs Ecstacy, and how to reach us

You're about to let someone else decide who gets banned on your server. Here is how to reach us, what happens to your data, and what you can check for yourself before paying anything.

Support

Discord is the fastest route and where tickets are handled. For anything billing or legal, write to Contact Support. Security issues have their own channel: see security.txt.

Your data

Hosting is in the EU. For your players' data you are the controller and we are the processor. The terms are in the Data Processing Agreement, and the Privacy Policy sets out exactly what is collected.

Check us, don't trust us

The detection figures on this page come with their methodology. Uptime is public and unedited on the status page, incidents included. The plugin API and its source are on GitHub, and the full documentation is readable before you buy.

What are you waiting for?

Secure your server with the most advanced ML Anticheat on the market.

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