Machine learning algorithms to detect anomalies in unstructured logs

AI-powered Windows Event Log analyzer that learns from your feedback. Uses Claude AI with RAG to detect suspicious activity, improve accuracy over time, and share learnings across your team. CLI and MCP server interfaces.

This project provides an AI MCP server logic analyzers. It enables remote control, automation, and integration of Saleae Logic devices and captures, making it easy to script, manage, and analyze logic analyzer data programmatically.

The AI Powered Job Analyzer is a cloud-native application that leverages GPT-4 to automatically screen resumes against job descriptions for hiring accuracy. Deployed on a Kubernetes cluster, it integrates a full ELK stack (Filebeat, Logstash, Elasticsearch, Kibana) to provide robust, real-time logging and system observability.

Generative AI enabled log analyzer helps support developer to debug production incident quicker through root cause analysis and remediation given by the tool.

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AIops Log Analyzer: AI-Powered Log Monitoring & Anomaly Detection 🚀

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A lightweight, open-source AI-powered log analyzer that runs locally. It ingests log files or stdin, parses common formats, detects anomalies, clusters events, and produces human-friendly summaries using open-source models without proprietary APIs. Website

AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP agent integration, live serial/logcat/SSH/Datadog connections, pattern correlation, diff view, and built-in terminal

A Linux inotify-based log monitor that extracts anomaly context and asynchronously queries a local Ollama LLM to generate diagnostics.

AI-First Salesforce Debug Log Analyzer - Local-first, AI-optimized debug log analysis for Salesforce via MCP

logpectra - AI Log Analyzer

logpectra - AI Log Analyzer

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AI-powered Kubernetes log analyzer with LLM-based root cause suggestions

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PT-BR: Analisador de logs inteligente que utiliza Gemini 2.5 para diagnosticar erros de servidor e sugerir correções. EN-US: Intelligent log analyzer using Gemini 2.5 to diagnose server errors and suggest instant fixes.

The Log Analyzer Project is a Python-based tool designed for log classification and analysis. It supports both DeepSeek AI and OpenAI (GPT-4) for AI-powered insights and leverages machine learning for log classification.

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Python package AI-powered crash log analyzer with memory and automated setup for local/API LLMs.

Log Analyzer with AI is a Streamlit-based tool for AI-powered log analysis. It supports CSV log uploads, data visualization (Plotly & Matplotlib), and anomaly detection using DeepSeek LLM via Ollama API. Users can explore logs, detect patterns, and gain AI-driven insights. 🚀 Python, Pandas, Streamlit, AI

AI-powered DNS log analyzer for Pi-hole - detect suspicious domains, traffic patterns, and security threats using gpt-oss.

UAV flight log analyzer — upload ArduPilot .BIN files to get 3D trajectory visualization, telemetry charts, and AI-powered flight debrief

A cross-platform System Performance Analyzer & Optimizer with a modern Python GUI. Monitor real-time CPU, memory, disk, and network stats, run benchmarks, and get AI-driven optimization suggestions. Features include historical analytics, export options, process management, and customizable settings—all with secure local data logging.

The Splunk AI Log Analyzer is an application designed to automate the complex process of log analysis and visualization in cybersecurity and IT operations environments. Detects log formats (firewall, DNS, Apache, syslog), extracts structured fields using regex patterns, uploads data to Splunk, and generates custom dashboards.

Smart CCTV Analyzer is an AI-powered computer vision system for real-time object detection and scene understanding using live camera feeds or recorded video. It detects objects such as humans, vehicles, animals, and more, identifies their colors, and generates structured logs that can be exported to CSV for deeper analysis.

AI-Powered Log Triage and Security Alert Aggregator for Fedora [2025 GSoC project]

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AI Log Analyzer