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MCP servers tagged log-analysis
31 live MCP servers tagged "log-analysis", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with log-analysis.
Mezmo MCP
Mezmo MCP: A remote Model Context Provider (MCP) for AI assistants and IDEs to interact with the Mezmo observability platform—enabling pipeline management, log querying, and root-…
Deepticket
支持对接内部系统的 AI 排障工作台：通过 HTTP API / Webhook 接入工单与告警系统，串联代码、日志、配置和 Agent，并提供面向产品、运营、客服的 Web 自助分析页面。
Fengarde
Open-source SIEM pipeline: raw security logs → OCSF → correlation rules → alerts. OT and IT in one pipeline. Local-first AI triage, 10-minute self-hosted quickstart.
LogLead
LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection also via MCP-server.
Smarttune CLI
SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)
Logzip
Compress logs for LLM analysis — Rust-powered, Python API. 40-60% token savings.
Logan
An Intelligent Log Analyzer Solution using NLP and Language Models
Logai
🤖 AI-powered log analysis tool - Parse, group, and understand your logs with intelligent error detection and automated insights
Gamedev Log Analyzer
Token-efficient game-engine & build log analysis (Unreal/Unity/Godot/MSVC-UBT-MSBuild) for the CLI and MCP — parse, dedup, classify by severity/category, diff runs, locate file:li…
Log Essence
Intelligent log analysis for LLMs - extract patterns, redact secrets, compress, CLI, Web UI, and MCP server.
Log Essence
Intelligent log analysis for LLMs - extract patterns, redact secrets, compress, CLI, Web UI, and MCP server.
Cairn
Agentic incident-analysis copilot: MCP tool servers, a cost-aware model router, an approval-gated write path, and a companion npm CLI for platform analysis, a live dashboard, and…
Ips Le
Extract every IP address, CIDR block and MAC, normalized and classified by scope
Indagium
Android log viewer & logcat analyzer for Windows, macOS and Linux — crashes, ANRs, adb bugreports, DLT.
Jev Filter
Typed semantic filtering for AI agents: turn retrieved records, code and logs into compact evidence with source IDs. CLI · Python · TypeScript · MCP.
Forensic Log MCP
High-performance MCP server for log analysis. Give Claude the ability to analyze massive log files with SIMD-accelerated parsing. 5-50x faster than awk for aggregations.
Wpilog MCP
Conversational FRC telemetry analysis with built-in guardrails against LLM overconfidence. MCP server for WPILib and REV logs.
Flowmind
Memory and workflow automation for MCP, Codex, and Claude Code.
Dlt MCP Server
MCP server plugin for COVESA DLT Viewer - enables AI agents to query and analyze DLT log files.
Lograft
MCP server that rafts logs, code, and tickets into investigation reports. Composes microsoft/azure-mcp for live Azure log queries.
Nft Log Analyzer
AI-powered log analysis MCP server — 100% local via Ollama, auto-files GitHub Issues
Paytriage
Reads a payment gateway error and tells you the likely cause, what to check next, and whether a retry is safe. Decline codes, TLS, timeouts, parse and signature errors. CLI, Pytho…
Ros2 Logs
Give AI agents the ability to debug ROS2 logs across nodes — MCP server, no ROS2 install required
GhostInTheShell MCP
🔒 A sandboxed, read-only MCP server that safely exposes system health, Docker diagnostics, and log intelligence to AI agents like Claude — with strict path whitelisting, context c…
Claude Log Analyzer
MCP server for Kubernetes log analysis, anomaly detection, and root cause analysis with Claude Code
Log Search
🔍 MCP server for searching WhatsApp connector platform logs with natural language queries. Built with NestJS for any LLM's (Claude Code, Gemini, Chatgpt).
Serverdoctor
Diagnose a Minecraft server from its own log, configuration, JVM flags and plugins. Offline CLI, every finding carries a rule id and the source its fact came from, plus an MCP mod…
Clickhouse Logs
MCP server for ClickHouse: safe read-only SQL queries and cross-service log correlation by session ID and time window
Headroom Agent MCP
Read-only discovery MCP for OpenClaw with optional Headroom-proxied LLM enrichment
Seclog
Self-hosted web log security dashboard: ingests access logs, flags suspicious activity, and exposes the data to LLMs through an MCP server.
Graylog MCP
MCP server that lets AI assistants search, aggregate, and cluster Graylog logs through natural language