MCP-серверы: Мониторинг и логи

Manage pfSense firewalls through AI

A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure m

Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructur

A Model Context Protocol server for managing, monitoring, and querying data in CockroachDB

Query and analyze Prometheus, open-source monitoring system

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

MCP server that closes

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring

Grafana k6 MCP Server for performance testing

MCP server for the incident management platform Rootly

MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine

An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.)

MCP server for RomM retro game library manager. 19 r

Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp`

alilxxey/openobserve-community-mcp 🪟

AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications

alimuratkuslu/byok-observability-mcp ☁️ 🪟

Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines

Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks

Sentry.io integration for error tracking and performance monitoring

unofficial-forti-monitor-mcp-server MCP server](https://glama.ai/mcp/servers/@gjenkins20/unofficial-forti-monitor-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@gjenkins20/unofficial-fort

Search dashboards, investigate incidents and query datasources in your Grafana instance

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop

ingero-io/ingero ️ - eBPF-based GPU causal observability agent with MCP se

Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster

Tautulli (Plex media server monitoring) with 11 r

mikusnuz/umami-mcp ☁️ - Full-coverage MCP server for Umami Analytics AP

llmkit-mcp-server ☁️ 🪟 - AI API cost tracki

measure-mcp-server ☁️ - Privacy-first web an

Raygun API V3 integration for crash reporting and real user monitoring

Zabbix integration for hosts, items, triggers, templates, problems, data and more

Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections

Provides access to OpenTelemetry traces and metrics through Logfire

gsmethells/preflight-mcp ☁️ - TrustPilot for APIs — indepen

incu6us/loki-mcp-server ️ 🪟 - An MCP server for querying Gr

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support C

Sudhan30/freshprobe ️ ☁️ - Data freshness verification for AI agents.

Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history

MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token

An MCP server that allows querying Loki logs through the Grafana API

Fast and minimal Sentry MCP server written in Rust

Provides comprehensive integration with your VictoriaMetrics instance APIs and documentation for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

A Prometheus Model Context Protocol Server

MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting, voting, and monitoring

mcp-teslamate-fleet](https://glama.ai/mcp/servers/lodordev/mcp-teslamate-fleet/badges/score.svg)](https://glama.ai/mcp/servers/lodordev/mcp-teslamate-fleet) - Combined TeslaMate analytics + Fleet AP

Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows

Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included

TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, mu