Monitoring MCP servers

All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts — across multiple servers via SSH. Single 10MB binary, zero dependencies.

A Model Context Protocol (MCP) server for Uptime Kuma version 2.

Manage monitors, status pages, incidents and maintenances in your openstatus workspace.

MCP server for Dynatrace Managed to access logs, events, and metrics.

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

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

⃣ 🏠 🍎 🪟 🐧 - Roslyn-based MCP server with 22 semantic code intelligence tools for .NET. Type hierarchies, call graphs, DI registrations, diagnostics, code fixes, complexity metrics, and more. Sub-millisecond lookups via pre-built indexes.

An MCP server for interacting with Bugsnag

Debugging for Hono apps whose dashboard is also an MCP server: read the running application's recent exceptions with the request that produced them and that request's logs and queries, recent requests filtered by status or duration, one request in full, and the slowest queries. Read-only, five tools, zero runtime dependencies. npm i hono-telescope, then claude mcp add --transport http telescope http://localhost:3000/telescope/mcp.

MCP-native agent evaluation and observability server with trace logging, output quality evaluation, cost tracking, 12 built-in eval rules, real-time dashboard, and PII detection.

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

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 efficiency, and cross-correlation between logs, traces, and metrics.

DebugBundle MCP server for incidents, bundles, reproductions, health checks, probes, and ops.

Meta Ads MCP server — run Facebook ad campaigns from your terminal or AI agent.

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

DNS lookups, SSL certificates, security scanning, and propagation checks via nslookup.io

Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.

AI API cost tracking and budget enforcement across 11 LLM providers. 6 tools for spend analytics, budget monitoring, session summaries, and key management.

MCP server for Altmetric APIs - track research attention across news, policy, social media, and more

Tools to rank log patterns by volume and cost and to compact, tier down or offload each pattern

Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, incidents, status pages, fleet automation, workflows. 4 workflow Prompts and incident-triage-snapshot aggregation that fans out to 4 fetches in one call.

Local MCP (Model Context Protocol) server for integrating LLMs with Mackerel.

Query your Spanlens LLM observability from any MCP client. 7 read tools for request logs, agent traces, cost stats, anomalies, model-savings, and per-user analytics across OpenAI, Anthropic, and Gemini. Open source, self-hostable. npx -y @spanlens/mcp-server

Real-time cost observability for MCP tool calls. Transparent proxy auto-detects every MCP client (Claude Desktop, Cursor, Windsurf, VS Code, Claude Code, Zed, Continue.dev, Cline, Goose) and attributes spend per tool, per project, per end-customer. npx @mcpspend/proxy add install. Free tier 25K calls/month, no card. MIT proxy on npm. EU-hosted, GDPR-ready.

Tamper-evident observability for AI agents: a SHA-256 hash-chained audit log with chain verification and signed export (EU AI Act Art. 12). Instrument any agent with zero code via npx -y @agentlensai/mcp; also ingests OpenTelemetry GenAI traces.

Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, stats, sessions, events, reports, users, teams, and realtime monitoring.

Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.

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

Read-only access to Tideways PHP performance monitoring: performance, issues, traces, history.

Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only, local-first.

MCP server for Google Business Profile: locations, reviews, local posts and performance metrics.

Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.

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

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

Transparent proxy for any MCP server that intercepts all JSON-RPC messages, measures latency, and stores traces in SQLite, PostgreSQL, or MySQL. Exports OpenTelemetry (OTLP) spans to Jaeger, Tempo, or Grafana. Supports stdio, HTTP, and SSE transports. npx @cardor/heimdall-mcp

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

UniFi semantic-analysis MCP — fleet health, anomaly detection, cross-site analytics

Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation

Go-based MCP server for CashPilot bandwidth-sharing dashboards. Monitor passive income, DePIN earnings, and container status across multiple sharing services. Docker image available.

RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes

MCP server for Runframe incident management covering incidents, on-call, postmortems, and more.

Agentry skill handoff for agent-native analytics and logging.

Connect AI assistants to Dynatrace to query observability data and analyze problems.

AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains.

TypeScript MCP server for the Langfuse Public API. 27 read tools covering traces, observations, sessions, scores, score-configs, prompts (with version/label), datasets, dataset items, dataset runs, metrics, models, projects, comments, media, and health. Distributed as npx -y langfuse-mcp with provenance-signed releases.

Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

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

Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch

Search & edit Grafana dashboards, query datasources (PromQL/LogQL/SQL), inspect alerts.

Prose linter + AI-slop detector: weasel words, passive voice, hedging, and 190+ research-cited AI tells. Remote server at wsc.theserverless.dev/mcp or npx wsc-mcp.

Query logs from Graylog: get streams, search messages, aggregate, and get full data.

Go-based MCP server for Duplicacy backup monitoring. Query backup job status and Prometheus metrics from a Duplicacy exporter. Docker image available.

Local profiler for AI agents: burn by source, overnight bill, behavioral forensics, config fixes

Check service status and outage information via Downdetector.

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation