Monitoring & Observability MCP servers

AppMetrica (Yandex) analytics: reports, funnels, segments, dashboards, logs export, push

Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.

Host-level telemetry gateway letting sandboxed agents fetch container logs and track kernel resource metrics.

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

Query Langfuse traces and observations, debug exceptions, analyze sessions, scores and datasets, and manage prompts.

Deploy services on Lizard with managed Postgres, Redis and S3, logs and metrics, secrets, scaling and custom domains.

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

Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.

Security proxy that automatically wraps MCP servers with real-time monitoring and policy enforcement

The largest Claude Code plugin marketplace. 500 plugins, 600+ developer tools in one MCP server. Security, testing, DevOps, CI/CD, databases, frontend, backend, API design, ML/AI, mobile, cloud, serverless, authentication, monitoring, and more.

Process management and monitoring for AI agents with strict security boundaries

Read-only Redis monitoring: queue depths, Celery queue status, connected clients, server and memory stats, and key counts per database.

A Model Context Protocol server for monitoring shadow-cljs builds

Local system monitoring (CPU, memory, swap, disk, network) and process management: find resource-hungry processes, diagnose slowdowns and kill processes.

SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitoring.

ThinkNEO Control Plane for enterprise AI governance: runtime guardrails, observability, AI FinOps and agent lifecycle control.

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

Orchestration + observability + coach layer for Claude Code token optimization. Measures tool usage, enforces budgets, advises on complementary tools (serena, RTK), and proactively surfaces savings tips.

Unofficial FortiMonitor v2 API integration for server monitoring, outages, maintenance, metrics and notifications.

MCP server that collects telemetry from any mcp-telemetry-sdk-instrumented tool and pushes live progress to any connected MCP client (Claude Code, Cursor, and others).

Metrx MCP Server — AI agent cost intelligence tools for LLM agents. Track spend, optimize models, manage budgets, detect waste, and prove ROI.

Yandex Metrika Stat, Management and Logs APIs, one tool per method, generated from Yandex's documentation. Writes are disabled by default.

Action logs for AI agents: records every action in a SHA-256 hash chain as an audit trail.

Airflow REST API: list DAGs, runs and task instances, tail logs and roll up DAG health. Read-only by default; trigger and clear are write-gated.

Web analytics: query pageviews, top pages, referrers, countries, devices and custom events, and create conversion funnels and alerts.

Duplicacy backup monitoring: query backup job status and Prometheus metrics from a Duplicacy exporter.

Cross-agent failure intelligence: before retrying a failed tool call, check whether other agents hit the same failure and which recovery worked.

Read-only static scanner that scores MCP and agent-gateway repos on RBAC, fail-closed behavior, supply chain, observability, cost and secrets handling.

Multi-cluster Kubernetes monitoring and operations with safe access modes, namespace allowlists, gated delete/apply/exec, dry-run and audit logging.

Dead man's switch monitoring for AI agents, cron jobs and CI/CD pipelines: alerts when runs go silent, stall, fail or loop, with incident details.

Structural observability for AI conversations: detects loops, stuck states, breakthroughs and convergence without analyzing content.

SEO, content generation, PPC, keyword research, site auditing, authority building and LLM brand visibility monitoring.

Sentinal MCP Server — Infrastructure monitoring tools for AI assistants. Works with Claude, Cursor, Copilot, Cline, Warp, Gemini CLI, and more.

HTTP uptime monitoring, heartbeat (dead man's switch) monitoring, cron job scheduling and email verification.

Manage Adios workspaces, previews, builds, logs, services and production deployments.

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Transparent audit proxy for MCP servers: logs every tool call, flags poisoning and rug pulls.

MCP server for ChangeDetection.io website monitoring and change history.

Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

Self-hosted Slack bot: mention it and Claude Code or Codex investigates CloudWatch logs, runs tests and opens PRs, with credentials held by an MCP server.

Navigate your OpenTelemetry resources, investigate incidents and query metrics, logs and traces on Dash0.

Rename files with descriptive names via Distill, which analyzes PDF, OCR, Office, email and media content, with folder monitoring.

Live .NET runtime diagnostics: find memory leaks, GC pressure, LOH fragmentation and thread starvation in any running .NET process without code changes.

Inspect a running Flutter app: HTTP traffic, logs, exceptions and queries. Debug only.

Data freshness verification: probe endpoints for cache staleness, latency, content fingerprints, TLS, DNS and redirects, with FRESH/STALE/UNKNOWN verdicts.

Genesys Cloud MCP Plus - Advanced Model Context Protocol server with 15 comprehensive tools for contact center analytics, real-time monitoring, and wrap-up code analysis. Enhanced with multi-media support and enterprise-grade features.