Intelligent log analysis for LLMs - extract patterns, redact secrets, compress 50%+

MCP server for querying AWS CloudWatch Logs with Log Insights

MCP tool for Laravel log analysing with AI

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MCP server for VMware Aria Operations for Logs — log search, incident detection, vROps correlation

MCP server for Python JSON logs

Quota-conscious Model Context Protocol server for Mezmo log retrieval, with smart defaults and a Docker-ready setup.

MCP server for read-only log analysis and inspection for Unix flavored systems

创宇云防御平台日志分析MCP服务器

MCP server for investigating Datadog logs with an interactive MCP Apps UI and shareable HTML reports

MCP server for ClickHouse: safe read-only SQL queries and cross-service log correlation by session ID and time window

Apex Log MCP Server - AI-powered Salesforce Apex debug log analysis. Find performance bottlenecks, slow methods, SOQL bottlenecks, and governor limit issues.

MCP server that gives AI assistants tools to analyze Salesforce Apex debug logs for performance bottlenecks, slow methods, and governor limit usage.

AI-powered log analysis MCP server — 100% local via Ollama, auto-files GitHub Issues

A MCP server that provides tools for logging expenses.

A Model Context Protocol (MCP) server that enables AI assistants to interact with Amazon CloudWatch Logs through a standardized interface using AWS SDK.

Sovereign local Model Context Protocol (MCP) server log utility. Pre-configured with smart cursor gating to stop runaway token loop billing leaks and redact sensitive secrets.

Datadogのログを調査して結果をHTMLで出力できるMCP Server (MCP Apps 対応)

Analyze docker logs from local dev setup in a multi container(0 -15) set up using natural language

MCP server and CLI for read-only VMware Log Insight / Aria Operations for Logs search, aggregation, alert queries and log-spike investigation.

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.

A Model Context Protocol (MCP) server that provides tools for interacting with Amazon CloudWatch Logs services. This server enables AI Agent to manage CloudWatch log through a standardized interface using AWS SDK.

MCP server for log analysis: parse JSON/Apache/syslog, filter by level/date/keyword, analyze patterns and anomalies, format/convert, statistics Install: npx @rog0x/mcp-log-tools

Gemini CLI extension for Victoria Metrics and Logs MCP server

MCP server that digs through Tenable Patch Management (SaaS and on-prem) server and client logs: grouped issues, decoded installer and Windows Update codes, symptom playbooks and known-issue fixes.

Capture browser console logs via the Chrome DevTools Protocol and expose them to an MCP client over SSE.

An MCP server for real-time Docker log monitoring and cross-container trace correlation. Helps AI assistants debug distributed systems by searching logs, identifying errors, and reconstructing request timelines across multiple containers using trace IDs.

Investigate huge log files with an AI over MCP: constant-memory streaming, error clustering, timelines, request tracing, window comparison. Zero dependencies beyond mcp.

Read-only FastMCP server for investigating support tickets — safe, guardrailed access to a Postgres replica and CloudWatch Logs/Metrics, driven by Cursor/Claude Desktop

Model Context Protocol (MCP) server for a mileage log for deductible driving: trips, effective-dated rates, summaries and a CSV export. Mileage log for deductible driving: trips, effective-dated rates, summaries and CSV export. Works with Claude Desktop, Claude Code and Cursor.

Model Context Protocol (MCP) server for an equipment maintenance log and schedule: service entries, costs, and what is due or overdue. Equipment maintenance log: assets, service entries with costs, and a due report computed from stored dates. Works with Claude Desktop, Claude Code and Cursor.

MCP server for daily change log and tracking of daily task. Helps to create professional fine tuned change logs on every tasks on a daily basis to share it to the client.

MCP server for Annict that lets AI assistants search anime, track watch progress, and record watched episodes. Powered by GraphQL and Cloudflare Workers.

Open-source CLI and MCP server that lets your AI agent (Claude Code, Codex) run your social media: DMs, replies, inbox and outbound on X, Discord, Slack, Instagram, Reddit and LinkedIn, in your own voice. Free Xreacher alternative.

Interactive CLI log extractor with date filtering and SSH support for efficient multi-source log collection.

Tail any log, in your browser. Fast, simple, real-time.

Compress logs for LLM analysis — Rust-powered, Python API. 40-60% token savings.

MCP server (stdio) wrapping the Sumo Logic Search Job API for agent-driven log triage

Find out what your app did, from its logs to its threads, and ask AI about it (GitHub Copilot or Claude Code, MCP): multi-GB logs, live tail, filters, request tracing, exceptions, thread dumps, GC logs, heap and crash dumps, JVM profiling, SSH. Windows, macOS, Linux.

Logs, traces and LLM calls from every run, live in VS Code: terminals, debug sessions, Docker and OpenTelemetry, next to production in Datadog, CloudWatch, Loki, Elasticsearch, Cloud Logging and SQL databases. Shared with Copilot, Claude Code or Codex over MCP.

MCP server that rafts logs, code, and tickets into investigation reports. Composes microsoft/azure-mcp for live Azure log queries.

Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLite/FTS search, and AI transcript correlation.

AWS CloudWatch MCP Server – Logs Insights queries, log stream events, alarm status, and metric statistics for security investigations

A tiny, read-only MCP adapter for structured logs you already have.

MCP server that ranks log patterns by volume and cost and plans compact, tier down or offload per pattern. Runs locally; no log data reaches log10x.

Query Kubernetes resources, logs, and events using SQL like query language — as a CLI and an MCP server for AI assistants.

A local MCP server that gives LLMs direct read access to Grafana Loki logs and Prometheus metrics

MCP server for streaming macOS Console.app and iOS device logs — works with Claude, Copilot, and any MCP-compatible AI assistant

Alpha MCP server for server operations: deploy dry-runs, mail status, log analysis, and health checks.

Observability engine for AI coding agents. Custom columnar log store, MCP-native, self-hosted on a $4/mo VM. No dashboards — your AI assistant sees production.

Local-first MCP server for server operations: HTTP health checks, Apache/Nginx log analysis, dry-run deploy manifests and mail diagnostics

MCP server that connects AI assistants to Seq query log events, run SQL against the event stream, manage alerts, signals, dashboards, and retention policies via the Model Context Protocol.

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-cause analysis via the Model Context Protocol.

Immutable audit logging for AI agents — hash-chained event log, integrity verification, EU AI Act compliance

MCP server for Grafana Loki with fuzzy container-name rescue, pattern mining, and log-volume analytics — log search built for LLM agents

Simplified Axiom log queries for AI Agents

MCP server (2025-11-25, Streamable HTTP): tamper-evident log of what an AI agent did. "Alexa, what did my agent do yesterday, and was the log changed?" Voice simulator + MCP App card.

Read-only MCP server for OpenSearch logs

MCP server for VictoriaLogs - query logs using LogsQL

MCP server for logging learning prompts with LLMs