Pterodactyl Log Analyzer
Analyze latest.log and crash reports in 1 click, straight from your panel.
Works on any Pterodactyl-based panel
★ Native integration
McHostingPro
ship MCDoctor.ai directly inside their panel, no extension required.
From crash to fix in 30 seconds
No copy-paste. No file upload. Just one click.
Install the extension
Add MCDoctor.ai to Chrome from the Web Store. Enter your API KEY. Works immediately on any Pterodactyl panel you visit.
Open your logs
Navigate to Files → /logs on your Pterodactyl panel. Two buttons appear next to each .log and crash report.
Click MCDoctor
The log is sent to our AI. Cause, fix, and reproduction steps appear in a modal, usually within 5 seconds.
Built for Minecraft server admins
Everything you need to diagnose your server, nothing you don't.
Detects every kind of issue
Crashes, OutOfMemory, mod conflicts, Forge / Fabric / NeoForge incompatibilities, lag spikes, port conflicts, missing dependencies.
Smart compression
A 5 MB log is compressed to ~30 KB. Faster analysis, lower bandwidth, full privacy of irrelevant data.
Two analysis modes
Standard covers 95% of issues in 1 token. Advanced uses a deeper model (5 tokens) for obscure mod conflicts.
Direct from your panel
One click in your Pterodactyl file manager. No copy-paste. No upload. The extension fetches the log via your existing panel session.
Multi-language reports
Analysis available in English, French, German, Spanish, Portuguese, including mod name disambiguation across languages.
Cached results
Same log analyzed twice? You get the cached result instantly, no token charged. Restart loops won't drain your quota.
What it solves on your server
Real errors from real Pterodactyl users, diagnosed in seconds.
java.lang.OutOfMemoryError: Java heap space
→ Identifies the mod or chunk that consumed memory and recommends Xmx settings.
[Forge] Mod 'create' requires 'flywheel-0.6.x'
→ Lists the exact missing dependency version and where to download it.
Can't keep up! Is the server overloaded?
→ Pinpoints the lag source (entities, chunk loading, redstone tick) with fix steps.
Failed to bind to port 25565
→ Checks for double-startup, port conflict on the node, IPv4/IPv6 binding issue.
Frequently Asked Questions
If your provider uses Pterodactyl, Pelican, or any fork (Bisect, Shockbyte, ScalaCube, NodeCraft, ServerMiner, etc.), yes, it works out of the box. We also support Minestrator and other custom panels via dedicated adapters. Doesn't work on your panel? Tell us and we'll add support in < 48h.
Only the log file you click "Analyze" on. The extension uses your existing panel session to fetch the file (no new credentials), compresses it on your machine, then sends it to mcdoctor.ai. Nothing else, no server credentials, no other files, no panel data.
Yes, 5 standard analyses + 1 advanced analysis per month, forever. No credit card. If you need more, paid plans start at $4.99/month for 100 analyses. View pricing.
Pelican is fully supported, the extension auto-detects the panel type and uses the right API endpoint. As Pterodactyl development winds down, MCDoctor.ai is committed to keeping Pelican as a first-class target.
No, the extension targets the client panel (where you manage your servers). For admin-level log analysis across multiple nodes, see our API plan.
Yes, the extension finds files on http://localhost, http://10.0.0.x or any private IP. The analysis itself needs internet to reach mcdoctor.ai. Your log content travels over HTTPS only.
Stop guessing what crashed your server.
Install MCDoctor.ai for Pterodactyl. Free, no signup, 30 seconds.
ADD TO CHROME, FREE