MCP servers

Monitoring & Observability MCP servers

Errors, logs, traces, dashboards, incidents and product analytics, queried from the chat. 25 servers, 23 of them official, with the command to add each one, GitHub stars and the last push. Updated 2026-10-24.

Monitoring & analytics

25 of 25 servers

OpenStatusOfficial · OpenStatus
Monitors, status pages, incidents and maintenance windows in OpenStatus.
★ 9.2kpushed 2026-10-24AGPL-3.0on DevHunt
Remote
claude mcp add --transport http openstatus https://api.openstatus.dev/mcp
GrafanaOfficial · Grafana Labs
Search dashboards, query Prometheus and Loki, and manage incidents and alerts.
★ 3.6kpushed 2026-10-23Apache-2.0Grafana Labs on DevHunt
Remote + local
claude mcp add --transport http grafana https://mcp.grafana.com/mcp
Headers: X-Grafana-URL (add with --header where the client doesn't sign in with OAuth)
Or run it locally: docker run -i --rm -e GRAFANA_URL docker.io/grafana/mcp-grafana:2.1.1
Google AnalyticsOfficial · Google
Run Google Analytics 4 reports and read account and property details.
★ 3.6kpushed 2026-10-22Apache-2.0Google on DevHunt
Local (stdio)
claude mcp add google-analytics -- uvx analytics-mcp
Google AdsOfficial · Google
Query Google Ads accounts, campaigns and performance with GAQL.
★ 1.1kpushed 2026-10-09Apache-2.0
Local (stdio)
claude mcp add google-ads -- uvx google-ads-mcp
SentryOfficial · Sentry
Search issues and events, read stack traces and run Seer root-cause analysis.
★ 944pushed 2026-10-24on DevHunt
Remote + local
claude mcp add --transport http sentry https://mcp.sentry.dev/mcp
Or run it locally: npx -y @sentry/mcp-server
DynatraceOfficial · Dynatrace
Query logs, metrics, problems and vulnerabilities in your Dynatrace environment with DQL.
★ 167pushed 2026-10-23Apache-2.0docs
See docs
Setup is in the README (it needs a build step, an app plugin or your account details).
LogfireOfficial · Pydantic
Read OpenTelemetry traces and metrics from Logfire and find exceptions.
★ 162pushed 2026-07-13MIT
Local (stdio)
claude mcp add logfire -- uvx logfire-mcp
RootlyOfficial · Rootly
Rootly incidents, on-call schedules, alerts and similar past incidents.
★ 45pushed 2026-10-24Apache-2.0
Remote + local
claude mcp add --transport sse rootly https://mcp.rootly.com/sse
Headers: Authorization (add with --header where the client doesn't sign in with OAuth)
Or run it locally: uvx rootly-mcp-server
AmplitudeOfficial · Amplitude
Hosted server to search Amplitude charts, dashboards, experiments and event data.
on DevHunt
Remote
claude mcp add --transport http amplitude https://mcp.amplitude.com/mcp
AxiomOfficial · Axiom
Query logs, traces and events with APL.
Remote
claude mcp add --transport http axiom https://mcp.axiom.co/mcp
Cloud LoggingOfficial · Google
Google-hosted server to search and read Google Cloud log entries.
Remote
claude mcp add --transport http cloud-logging https://logging.googleapis.com/mcp
Cloud MonitoringOfficial · Google
Google-hosted server to query Google Cloud metrics, alerts and time series.
Remote
claude mcp add --transport http cloud-monitoring https://monitoring.googleapis.com/mcp
DatadogOfficial · Datadog
Logs, metrics, traces, monitors and incidents from Datadog (hosted server).
on DevHunt
Remote
claude mcp add --transport http datadog https://mcp.datadoghq.com/v1/mcp
HoneycombOfficial · Honeycomb
Query traces, SLOs, triggers and boards in Honeycomb (hosted server).
See docs
Setup is in the official docs.
LangSmithOfficial · LangChain
Hosted server for LangSmith traces, runs, prompts, datasets and experiments.
LangChain on DevHunt
Remote
claude mcp add --transport http langsmith https://api.smith.langchain.com/mcp
MixpanelOfficial · Mixpanel
Hosted server to query Mixpanel events, funnels, retention and reports.
on DevHunt
Remote
claude mcp add --transport http mixpanel https://mcp.mixpanel.com/mcp
NetdataOfficial · Netdata
Real-time infrastructure metrics, logs, alerts and anomaly detection from Netdata.
★ 81k (repo)pushed 2026-10-24GPL-3.0
Remote
claude mcp add --transport http netdata https://app.netdata.cloud/api/v1/mcp
Headers: Authorization (add with --header where the client doesn't sign in with OAuth)
New RelicOfficial · New Relic
Query NRQL, entities, alerts and incidents in New Relic (hosted server).
on DevHunt
Remote
claude mcp add --transport http new-relic https://mcp.newrelic.com/mcp
Headers: api-key (add with --header where the client doesn't sign in with OAuth)
OneUptimeOfficial · OneUptime
Incidents, monitors, status pages, on-call and telemetry in OneUptime.
★ 7.8k (repo)pushed 2026-10-24on DevHunt
Remote
claude mcp add --transport http oneuptime https://oneuptime.com/mcp
Headers: x-api-key (add with --header where the client doesn't sign in with OAuth)
PagerDutyOfficial · PagerDuty
Hosted server for PagerDuty incidents, services, schedules and on-call.
on DevHunt
Remote
claude mcp add --transport http pagerduty https://mcp.pagerduty.com/mcp
PendoOfficial · Pendo
Hosted server to query Pendo product analytics: pages, features, guides and accounts.
Remote
claude mcp add --transport http pendo https://app.pendo.io/mcp/v0/shttp
PostHogOfficial · PostHog
Product analytics, feature flags, experiments and error tracking from PostHog.
on DevHunt
Remote
claude mcp add --transport http posthog https://mcp.posthog.com/mcp
Headers: Authorization (add with --header where the client doesn't sign in with OAuth)
SplunkOfficial · Splunk
Splunk app that lets agents run SPL searches and read indexes and saved searches.
See docs
Setup is in the official docs.
Meta Ads (Pipeboard)Community
Create and manage Facebook and Instagram ad campaigns and read their performance.
★ 1.3kpushed 2026-10-20
Remote
claude mcp add --transport http meta-ads https://meta-ads.mcp.pipeboard.co/
PrometheusCommunity
Run PromQL queries and explore metrics and targets in a Prometheus server.
★ 519pushed 2026-10-19MIT
Local (stdio)
claude mcp add --env PROMETHEUS_URL=... --transport stdio prometheus -- docker run -i --rm -e PROMETHEUS_URL ghcr.io/pab1it0/prometheus-mcp-server
Needs PROMETHEUS_URL

Setup guide for each server

Install for every client, tools, security notes and alternatives, one page per server.

Using Cursor, VS Code or Claude Desktop? How to add an MCP server to each client. Read a server's permissions before you connect it to real accounts, and start with read-only or test keys.

FAQ

What is the best monitoring & observability MCP server?+

Start with the official server for the product you use: OpenStatus, Grafana, Google Analytics, Google Ads, Sentry. Popular community options: Meta Ads (Pipeboard), Prometheus.

Which monitoring & observability MCP servers are official?+

23 of the 25 here are built by the vendor or the MCP project: OpenStatus, Grafana, Google Analytics, Google Ads, Sentry, Dynatrace, Logfire, Rootly, Amplitude, Axiom, Cloud Logging, Cloud Monitoring.

Which monitoring & observability MCP servers need no install?+

OpenStatus, Grafana, Sentry, Rootly, Amplitude, Axiom, Cloud Logging, Cloud Monitoring run as hosted remote servers: add the URL to your client and sign in. The rest run locally with npx, uvx or Docker.

How do I add a monitoring & observability MCP server to Claude Code or Cursor?+

In Claude Code, run the command shown next to the server (claude mcp add ...). In Cursor, VS Code or Claude Desktop, add the same URL or command to the client’s mcp.json; the MCP servers hub has a snippet for each client.

More MCP servers: Databases · Browser automation & web scraping · Dev tools & Git · Docs & code context · Cloud & DevOps · Security & code quality · Search & web data · Files & documents · Productivity & project management · Messaging & email · Design & frontend · Payments & commerce · AI, memory & reasoning · MCP tools launched on DevHunt