Monitoring & Observability MCP servers

Discovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.

Firecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.

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

Query Kubernetes cluster topology, resources, events, logs and Helm/GitOps state across clusters via Radar, a Kubernetes visibility tool.

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

Integration platform connecting AI agents to many services through one interface, with OAuth, scaling and monitoring.

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

Valkey and Redis observability: query real-time metrics, analyze slow commands, detect hot keys and investigate performance issues.

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

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

Runtime-level MCP server for Phoenix development: run code, read logs, query the DB, read docs.

Next.js runtime diagnostics, route inspection, dev server logs, docs search and upgrade guides for coding agents.

Token optimization through caching and compression, with tools for API optimization, code analysis and real-time monitoring.

MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

Run and manage docker containers, docker compose, and logs

Manage multiple SSH servers: commands, file transfer and rsync, database dumps and queries, backups, health monitoring, tunnels and per-server security modes.

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.

Runtime-level MCP server for Rails development: run code, read logs, query the DB, read docs.

Firefox automation via WebDriver BiDi: snapshot-based interactions, network monitoring, console capture and screenshots for testing and scraping.

Query robotics, drone and IoT data (ROS bags, MCAP, flight logs, CAN, MQTT) in plain English via DuckDB SQL, with Rerun, PlotJuggler and LeRobot exports.

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

Fail-closed approval layer for unattended agent runs: checks actions against org policy, requests human approval and logs every decision to a causal ledger.

Homelab management across multiple servers via SSH: system resource monitoring, Docker containers, Wake-on-LAN, network scans, open-port checks and alerts.

Loads a personal profile mined from your local Claude Code, Codex and OpenCode logs so agents work the way you do.

Mine your local AI coding session logs into a profile your agent loads before every task.

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

Integration with VictoriaMetrics instance APIs and documentation for monitoring, observability and debugging tasks.

Interact with Portainer instances: container management, deployment operations and infrastructure monitoring.

MCP server to talk to your Opik cloud or open-source instance to query and analyze LLM traces, metrics and observability.

Connect to any OpenTelemetry backend, such as Datadog, Grafana, Dynatrace or Traceloop.

Interact with Kubernetes clusters: API resource discovery, resource management, pod logs, metrics and events.

Self-hosted MCP gateway fronting upstream servers with per-tool access control, guardrails, rate limits and usage logs; also proxies LLM and A2A agent traffic.

Connect to the Perplexity Comet browser for agentic browsing, deep research and real-time task monitoring.

Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.

Provides access to OpenTelemetry traces and metrics through Logfire.

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

TypeScript template for building MCP servers with declarative tooling, observability, and auth.

Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

Self-hosted team docs with live Prometheus charts. Read, write and query your docs over MCP.

An API-complete MCP server to manage Prometheus-compatible backends.

Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration

Real-time cost observability for MCP tool calls: a transparent proxy that attributes spend per tool, project and end customer.

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

Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.

Integration with VictoriaLogs APIs and documentation for working with logs and debugging VictoriaLogs instances.

Real-time system metrics: CPU, memory, disk, network, host and process information.