Monitoring & Observability MCP Servers
289 Monitoring & Observability MCP servers for Claude Code, recommended first
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Stars1
Observability Mcpthotischner/observability-mcpUnified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.7stars
Observability Mcpthotischner/observability-mcpUnified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.7stars2
Datadog Mcptantiope/datadog-mcp-serverFull Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools4stars
Datadog Mcptantiope/datadog-mcp-serverFull Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools4stars3
Datadogus-all/datadog-mcp-serverDatadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet3stars
Datadogus-all/datadog-mcp-serverDatadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet3stars4
Monitorbetterdb-inc/monitorBetterDB MCP server - Valkey and Redis observability for Claude Code and other MCP clients1.3Kstars
Monitorbetterdb-inc/monitorBetterDB MCP server - Valkey and Redis observability for Claude Code and other MCP clients1.3Kstars5
Mcp Agent Trace Inspectordbsectrainer/mcp-agent-trace-inspectorStep-by-step observability for MCP agent workflows0stars
Mcp Agent Trace Inspectordbsectrainer/mcp-agent-trace-inspectorStep-by-step observability for MCP agent workflows0stars6
Kibana Mcpmshegolev/kibana-mcpKibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.0stars
Kibana Mcpmshegolev/kibana-mcpKibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.0stars7
Grafanagrafana/mcp-grafanaAn MCP server giving access to Grafana dashboards, data and more.3.7Kstars
Grafanagrafana/mcp-grafanaAn MCP server giving access to Grafana dashboards, data and more.3.7Kstars8
Prometheus MCP Servertjhop/prometheus-mcp-serverAn API-complete MCP server to manage Prometheus-compatible backends.48stars
Prometheus MCP Servertjhop/prometheus-mcp-serverAn API-complete MCP server to manage Prometheus-compatible backends.48stars9
Agent Analyticsagent-analytics/agent-analytics-mcpAnalytics your AI agent can actually use. Track, experiment, and optimize via MCP.0stars
Agent Analyticsagent-analytics/agent-analytics-mcpAnalytics your AI agent can actually use. Track, experiment, and optimize via MCP.0stars10
Gitignore Drift Monitordailyaiagents-cpu/dailyai-osWatcher — count uncommitted files in repo, surface dominant drift class. YELLOW >100, RED >250.0stars
Gitignore Drift Monitordailyaiagents-cpu/dailyai-osWatcher — count uncommitted files in repo, surface dominant drift class. YELLOW >100, RED >250.0stars11
Trace Forgemdfifty50-boop/trace-forge-mcpStructured execution trace and span logging for AI agents0stars
Trace Forgemdfifty50-boop/trace-forge-mcpStructured execution trace and span logging for AI agents0stars12
Hive Sla Monitorsrotzin/hive-mcp-sla-monitorService level agreement monitoring for the Hive agent fleet0stars
Hive Sla Monitorsrotzin/hive-mcp-sla-monitorService level agreement monitoring for the Hive agent fleet0stars13
Ndjson Local Log Triage Mcpvola-trebla/ndjson-local-log-triage-mcpStreams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.0stars
Ndjson Local Log Triage Mcpvola-trebla/ndjson-local-log-triage-mcpStreams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.0stars14
MCP Server for Uptime Kumadavidfuchs/mcp-uptime-kumaManage your Uptime Kuma 2 instance from an LLM: monitors, status pages, notifications, maintenance70stars
MCP Server for Uptime Kumadavidfuchs/mcp-uptime-kumaManage your Uptime Kuma 2 instance from an LLM: monitors, status pages, notifications, maintenance70stars15Mcp Server Health Monitordbsectrainer/mcp-server-health-monitorHealth monitoring for all your MCP servers0stars
Mcp Server Health Monitordbsectrainer/mcp-server-health-monitorHealth monitoring for all your MCP servers0stars16
Llm Output Quality Monitorlazymac2x/llm-output-quality-monitor-apiCloudflare Workers MCP server: llm-output-quality-monitor0stars
Llm Output Quality Monitorlazymac2x/llm-output-quality-monitor-apiCloudflare Workers MCP server: llm-output-quality-monitor0stars17Agentic Observability MCPmdfifty50-boop/agent-observability-mcpAgent tracing, cost tracking, anomaly detection for LLM agents0stars
Agentic Observability MCPmdfifty50-boop/agent-observability-mcpAgent tracing, cost tracking, anomaly detection for LLM agents0stars18
Google Analytics 4stucchi/mcp-google-analyticsManage GA4 properties, data streams, conversions, and run reports via Admin & Data APIs.0stars
Google Analytics 4stucchi/mcp-google-analyticsManage GA4 properties, data streams, conversions, and run reports via Admin & Data APIs.0stars19
Mcp Prometheusjeanlopezxyz/mcp-prometheusA Model Context Protocol (MCP) server for Prometheus monitoring0stars
Mcp Prometheusjeanlopezxyz/mcp-prometheusA Model Context Protocol (MCP) server for Prometheus monitoring0stars20
Agent-Native Analyticsbuilderio/agent-nativeAgent-Native Amplitude/Mixpanel - connect data sources, prompt for charts7.6Kstars
Agent-Native Analyticsbuilderio/agent-nativeAgent-Native Amplitude/Mixpanel - connect data sources, prompt for charts7.6Kstars21
Analyticsgoogleanalytics/google-analytics-mcpProvides access to Google Analytics data and reports via an MCP API surface.2.1Kstars
Analyticsgoogleanalytics/google-analytics-mcpProvides access to Google Analytics data and reports via an MCP API surface.2.1Kstars22
Sentrygetsentry/toolkitMCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants0stars
Sentrygetsentry/toolkitMCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants0stars23
Prometheus MCP Serverpab1it0/prometheus-mcp-serverMCP server providing Prometheus metrics access and PromQL query execution for AI assistants522stars
Prometheus MCP Serverpab1it0/prometheus-mcp-serverMCP server providing Prometheus metrics access and PromQL query execution for AI assistants522stars24
Google Analytics Mcpsurendranb/google-analytics-mcpGA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.244stars
Google Analytics Mcpsurendranb/google-analytics-mcpGA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.244stars25
Trace Mcpnikolai-vysotskyi/trace-mcpCode graph MCP: 81 languages, 91 frameworks, 72.7% fewer PR-review tokens, comprehension at parity203stars
Trace Mcpnikolai-vysotskyi/trace-mcpCode graph MCP: 81 languages, 91 frameworks, 72.7% fewer PR-review tokens, comprehension at parity203stars26
agent-stracesiddhant-k-code/agent-traceQuery recorded AI agent sessions: events, summaries, diffs, health, skills, PR reviewability.104stars
agent-stracesiddhant-k-code/agent-traceQuery recorded AI agent sessions: events, summaries, diffs, health, skills, PR reviewability.104stars27
Kibanatocharianou/mcp-server-kibanaKibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration86stars
Kibanatocharianou/mcp-server-kibanaKibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration86stars28
Orionbelt Analyticsralfbecher/orionbelt-analyticsOntology-based MCP server for database schema analysis and RDF/OWL ontology generation32stars
Orionbelt Analyticsralfbecher/orionbelt-analyticsOntology-based MCP server for database schema analysis and RDF/OWL ontology generation32stars29
VMware Monitorzw008/vmware-monitorRead-only VMware vCenter/ESXi monitoring with 27 MCP tools. Code-level safety.18stars
VMware Monitorzw008/vmware-monitorRead-only VMware vCenter/ESXi monitoring with 27 MCP tools. Code-level safety.18stars30
Google Analytics 4mindstone/mcp-serversGoogle Analytics 4 MCP server with reporting, schema discovery, and admin visibility tools0stars
Google Analytics 4mindstone/mcp-serversGoogle Analytics 4 MCP server with reporting, schema discovery, and admin visibility tools0stars31
MCP Analyticsembeddedlayers/mcp-analyticsA statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.9stars
MCP Analyticsembeddedlayers/mcp-analyticsA statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.9stars32
Log Analyzer Mcpfato07/log-analyzer-mcpAI-powered log analysis - parse, search, extract errors across 9+ formats5stars
Log Analyzer Mcpfato07/log-analyzer-mcpAI-powered log analysis - parse, search, extract errors across 9+ formats5stars33
OpenPulsechain Analyticsopenpulsechain/publicPulseChain analytics: 28 tools — safety scores, signals, whale alerts, pair analytics, AML.0stars
OpenPulsechain Analyticsopenpulsechain/publicPulseChain analytics: 28 tools — safety scores, signals, whale alerts, pair analytics, AML.0stars
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LLM Brand Monitorserpstatglobal/llm-brand-monitor-mcpTrack how 350+ AI models mention your brand — manage projects, run scans, analyze results1stars
LLM Brand Monitorserpstatglobal/llm-brand-monitor-mcpTrack how 350+ AI models mention your brand — manage projects, run scans, analyze results1stars36
Keypup Engineering Analyticskeypup-io/engineering-analytics-mcp-serverGenerate answers & visualizations from your engineering data to track software development health.1stars
Keypup Engineering Analyticskeypup-io/engineering-analytics-mcp-serverGenerate answers & visualizations from your engineering data to track software development health.1stars37
Domain Monitorjasoncbraatz/domain-monitor-mcpQuery domain expiration data from domain-monitor.io via AI assistants like Claude.1stars
Domain Monitorjasoncbraatz/domain-monitor-mcpQuery domain expiration data from domain-monitor.io via AI assistants like Claude.1stars38
Engageable Analyticsengageable-tech/engageable-ossUnified analytics MCP server for GA4, Mixpanel, and PostHog.0stars
Engageable Analyticsengageable-tech/engageable-ossUnified analytics MCP server for GA4, Mixpanel, and PostHog.0stars39Playwright Trace Decoder Mcpvola-trebla/playwright-trace-decoder-mcpMCP server for unpacking and analyzing Playwright trace.zip archives1stars
Playwright Trace Decoder Mcpvola-trebla/playwright-trace-decoder-mcpMCP server for unpacking and analyzing Playwright trace.zip archives1stars40
AION Indian Market Intelligence for Macro Event & Sector Impact Analysisaion-analytics/aion-indian-market-intelligenceIndian macro-event and sector impact intelligence for MCP workflows.0stars
AION Indian Market Intelligence for Macro Event & Sector Impact Analysisaion-analytics/aion-indian-market-intelligenceIndian macro-event and sector impact intelligence for MCP workflows.0stars41
DBHub Analyticsamansingh63/dbhub-analyticsMCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, MariaDB0stars
DBHub Analyticsamansingh63/dbhub-analyticsMCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, MariaDB0stars42
GameAnalytics Documentationcom.gameanalytics/analytics-docsSearch GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.0stars
GameAnalytics Documentationcom.gameanalytics/analytics-docsSearch GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.0stars43
Olympus Bets Analyticsdrduda9/olympus-bets-mcpQuant sports analytics: 19 read-only tools across 12 leagues, projections, methods, track record.0stars
Olympus Bets Analyticsdrduda9/olympus-bets-mcpQuant sports analytics: 19 read-only tools across 12 leagues, projections, methods, track record.0stars44
Profitpatherprofitpather/mcpFirst-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.0stars
Profitpatherprofitpather/mcpFirst-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.0stars45
Google Analytics (unofficial)com.safe-mcp/google-analytics-unofficialConnect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.0stars
Google Analytics (unofficial)com.safe-mcp/google-analytics-unofficialConnect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.0stars46
Marketing Analytics Ai Mcpcsoai-org/marketing-analytics-ai-mcpMarketing Analytics Ai MCP Server by MEOK AI Labs0stars
Marketing Analytics Ai Mcpcsoai-org/marketing-analytics-ai-mcpMarketing Analytics Ai MCP Server by MEOK AI Labs0stars47
Ctc Monitor Mcpdanielctc/ctc-monitor-mcpGlobal tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Europe.0stars
Ctc Monitor Mcpdanielctc/ctc-monitor-mcpGlobal tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Europe.0stars48
Sentry Mcp Serverfriendlygeorge/sentry-mcp-serverMCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.0stars
Sentry Mcp Serverfriendlygeorge/sentry-mcp-serverMCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.0starsQuestions
Can Claude monitor my applications through MCP?
Yes, monitoring MCP servers let Claude access error reports from Sentry, query log aggregators, check uptime monitors, and analyze application metrics. They're useful for incident response and proactive monitoring.
Which monitoring tools are supported?
You'll find servers for Sentry, Datadog, Grafana, Prometheus, New Relic, and various log aggregation tools. Most support querying historical data and setting up alerts.
All 289 Monitoring & Observability MCP servers →