Monitoring and observability
Logs, metrics, errors, uptime and incident tools.
MCP servers (1425)
See allTop picks by need
- Best for first-timersOneUptimeNo install, runs remotelyOfficial from OneUptimeSign in with OAuth
- Best for developersmcp-grafanaApache-2.0 licenseActive in the last 90 daysWidely starred
- Best for teamslastping-appOfficial makerMIT licenseActive in the last 90 days
- Best for privacymcpRuns fully localRead-only accessOpen source
- MCP serverOfficial
mcp-grafana
An MCP server giving access to Grafana dashboards, data and more.
3.6kActive- Runs locally
- Remote
- API key
- MCP serverOfficial
PostHog MCP Server
PostHog
Official PostHog MCP Server for product analytics, feature flags, experiments, and more.
40kActive- Remote
- API key
- MCP serverOfficial
Netdata
Netdata
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
81kActive- Remote
- API key
- MCP serverOfficial
openstatus
Openstatus
Manage monitors, status pages, incidents and maintenances in your openstatus workspace.
9.2kActive- Remote
- API key
- MCP serverOfficial
OneUptime
OneUptime
Manage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime.
7.8kActive- Remote
- API key
- OAuth
- MCP serverOfficial
mcp
Netdata
Netdata Agents (and soon Netdata Cloud) provide a Model Context Protocol (MCP) server that enables AI assistants like Claude or Cursos to interact with your infrastructure monitoring data.
81kActive- Runs locally
- Remote
- API key
- MCP serverOfficial
mcp
Kubeshark
Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.
12kActive- Runs locally
- No auth
- MCP server
Measure
Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP
1.4kActive- Remote
- MCP server
MCP Server for WinDbg Crash Analysis
A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB
1.6kActive- Runs locally
- MCP server
WebPerf Snippets
Measure Core Web Vitals and debug web performance with 56 snippets in a headless Chromium
1.5kActive- Runs locally
- API key
- MCP server
rsdoctor
An MCP server that provides build analysis and optimization recommendations for Rspack projects.
1.2kActive- Runs locally
- MCP server
Superlog
Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.
1.5kActive- Remote
Skills (7)
See all- SkillOfficial
google-cloud-networking-observability
Google Cloud
Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Private Service Connect / PSC, serverless / App Engine Direct VPC, and cost estimation), NAT, firewall…
22kActive- No scripts
- Needs network
- SkillOfficial
google-cloud-waf-operational-excellence
Google Cloud
Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework (WAF). Use when the user…
22kActive- No scripts
- Skill
evaluation
This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and outcome measurement for agent pipelines.
18kActive- Bundles scripts
- Skill
langsmith-fetch
LangChain
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns…
78kActive- No scripts
- Needs network
- Skill
datadog-automation
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
78kActive