logs MCP servers & tools

Zuul CI integration with 14 tools for build failure analysis, log search, pipeline status, and job configuration.

Zero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your local dev environment. Detects framework, running services, recent errors, and git state in one call.

Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming

Read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.

Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.

Dispatch and track Alchemist Cloud tickets, watch deploys, read logs, and query your project DB.

Give an agent a place to put large output. Build logs and reports get a stable versioned URL.

Access Bugfender logs, crashes, devices, and user feedback from MCP-enabled clients.

MCP server for Yandex Metrika API — counters, goals, reports, segments, logs

Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.

Extract dates and timestamps from logs, data files and code, with their format and position.

Model Context Protocol server for Parseable. Lets LLMs discover and query Parseable.

Log parse, filter, analyze for AI agents

Debug production issues using Shipbook logs and Loglytics error insights.

Query your local super-log bench from an AI agent - read-only log tools over the hub.

Read large logs, JSON and docs in a fraction of the tokens. Offline, fact-preserving optimizer.

Save agent steps: query spreadsheets, search PDF/Office files, summarize logs with bounded output

Read-only MCP server for MuleSoft Anypoint: app logs, archive search, Runtime Manager, Exchange.

Where apps write their log files on Windows, macOS and Linux, as exact copyable paths.