ServerPulse — Real-Time Discord Analytics Bot
AI & MLReal-time Discord analytics bot with AI-generated Pulse Reports & raid detection.
infoProject Overview
ServerPulse is a Discord community intelligence bot built with Python and Discord.py. It monitors server channels for raid signatures, analyzes activity metrics, tracks peak engagement hours, and compiles scheduled AI Pulse reports summarizing community conversations with zero data leakage.
layersTechnology Stack
auto_awesomeKey Features
9 HighlightsAI Pulse Reports
Automated periodic summaries of server activity, top topics, and engagement trends powered by LLMs.
Raid & Spurt Detection
Real-time pattern recognition detecting message floods, spam spikes, and abnormal user activity.
Channel Heatmaps
Tracks message volume and user participation rates per channel over 24-hour windows.
User Retention Metrics
Analyzes member join dates, active posting streaks, and churn signals.
Automated Moderation Alerts
Sends real-time alerts to moderator channels when suspicious bot activity is flagged.
Custom Command Interface
Slash commands for moderators to trigger manual report summaries on demand.
WAL SQLite Storage
High-performance local SQLite database recording historical message metrics.
Scheduled Cron Triggers
APScheduler pipeline dispatching daily and weekly digests automatically.
Privacy-Preserving Prompts
Anonymizes raw message data before sending aggregated prompts to LLM summarizers.
playlist_add_checkQuick Start Guide
$git clone https://github.com/sizwinz/ServerPulse.git && cd ServerPulse$pip install -r requirements.txt$python bot.pyRequires Python 3.10+ and a registered Discord Bot application.