Monitoring – MCP servers
90 MCP servers in the category Monitoring. Open-source Model Context Protocol (MCP) servers that let AI assistants and agents use external tools and data. Entries come from the community list awesome-mcp-servers; we have not tested each server, so check the repository before you install one.
A1-x-Tech/mcp-google-crux
Google CrUX: real-user Core Web Vitals with mobile and desktop comparison and 40-week trends.
aayushmdesai/mcp-dotnet-diagnostics
Live .NET runtime diagnostics: find memory leaks, GC pressure, LOH fragmentation and thread starvation in any running .NET process without code…
adanb13/cirdan
Fingerprints, graphs and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents.
agentkitai/agentlens
Tamper-evident AI agent observability: hash-chained audit log with verification and signed export (EU AI Act Art. 12), plus OpenTelemetry GenAI…
AIops-tools/Endpoint-AIops
Endpoint fleet operations (thin client, VDI): login-storm and patch/config-drift analysis, inventory, and guarded remediation with audit logs and…
alilxxey/openobserve-community-mcp
Read-only access to OpenObserve Community Edition: search logs, traces, stream schemas and dashboards without an Enterprise license.
alimuratkuslu/byok-observability-mcp
Observability across Grafana, Prometheus, Kafka UI and Datadog using your own keys.
Alog/alog-mcp
AI agent activity logging and monitoring on the Alog platform: post logs, create articles, manage social interactions and monitor agent activity.
andreisirbu91-lab/MCPSpend
Real-time cost observability for MCP tool calls: a transparent proxy that attributes spend per tool, project and end customer.
andrewbabu/loggly-mcp
Read-only Loggly search and analytics with aggregation-first traffic tools and IP intelligence (RDAP, GreyNoise, AbuseIPDB).
antonio-mello-ai/mcp-redis-monitor
Read-only Redis monitoring: queue depths, Celery queue status, connected clients, server and memory stats, and key counts per database.
argosvix/mcp-server
Observability for AI agents: LLM cost, errors and latency across OpenAI, Anthropic, Gemini and Mistral, plus alerts, budget gates, evals and safety…
arnavranjan005/mcp-telemetry
Live telemetry for MCP servers: instrument tool calls and stream their progress (steps, logs, cost) to any connected MCP client, even across sessions.
arsentev-ai/contextburn
Measures Claude Code session efficiency: the share of tokens that became output versus re-read context, by tokens and cost, from local transcripts.
avivsinai/langfuse-mcp
Query Langfuse traces, debug exceptions, analyze sessions and manage prompts for LLM applications.
bartekrutkowski/watchgoose-mcp
Monitor cron jobs, backups, Kubernetes jobs and other scheduled tasks in Watchgoose. Read-only by default; check changes require explicit consent.
bmdhodl/agent47
Runtime guardrails and incident read access for coding agents: query AgentGuard traces, alerts, usage, costs and budget health.
clamp-sh/mcp
Web analytics: query pageviews, top pages, referrers, countries, devices and custom events, and create conversion funnels and alerts.
cloudsealed/cloudsealed-mcp
Rule-based cloud cost anomaly detection and architecture risk scoring (single points of failure, coupling, scalability gaps) with rule-by-rule…
dockndevai/mcp-grafana
Safe-by-default MCP server for Grafana: search & read dashboards and the dashboard JSON model, query datasources (Prometheus/Loki/SQL via the…
dragogargo/mcp-sysmon
Local system monitoring (CPU, memory, swap, disk, network) and process management: find resource-hungry processes, diagnose slowdowns and kill…
Edge-Echo/mcp-netassist
Network and proxy diagnostics: GitHub reachability, system proxy status, local proxy port probing, DNS/TCP/HTTP checks, hosts conflict scan, and a…
edgedelta/edgedelta-mcp-server
Interact with Edge Delta anomalies, query logs, patterns and events, find root causes and optimize pipelines.
ejcho623/agent-breadcrumbs
Unified work logging and observability across AI agents, with config-first schemas and pluggable sinks.
enmanuelmag/heimdall-mcp
Transparent MCP proxy that intercepts JSON-RPC messages, measures latency, stores traces in SQLite, PostgreSQL or MySQL, and exports OpenTelemetry…
esp4ce/infra-mcp
Read-only access to on-prem Linux VMs and PostgreSQL over SSH: service health, logs, database state and table schemas, with allowlists and an audit…
FailEcho/failecho
Cross-agent failure intelligence: before retrying a failed tool call, check whether other agents hit the same failure and which recovery worked.
fclairamb/solidping
Uptime monitoring over MCP. List and create checks, read incidents and results, manage maintenance windows and status pages. Self-hosted single Go…
GeiserX/duplicacy-mcp
Duplicacy backup monitoring: query backup job status and Prometheus metrics from a Duplicacy exporter.
GeiserX/genieacs-mcp
Bridge to GenieACS (TR-069 ACS) instances: device data, firmware management and CPE actions such as reboot, parameter refresh and firmware download.
getsentry/sentry-mcp
Sentry integration for error tracking and performance monitoring.
gjenkins20/unofficial-fortimonitor-mcp-server
Unofficial FortiMonitor v2 API integration for server monitoring, outages, maintenance, metrics and notifications.
gjenkins20/webmin-mcp-server
Webmin Linux system administration: services, users, storage, security, databases and more.
grafana/mcp-grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance.
GT-dinuo/server-ops-mcp
Server operations locally or over SSH: log troubleshooting, CPU, memory and disk monitoring, code edits, and Nginx and certificate management.
Higangssh/homebutler
Homelab management across multiple servers via SSH: system resource monitoring, Docker containers, Wake-on-LAN, network scans, open-port checks and…
HostTracker/mcp
Website uptime monitoring: instant HTTP, ping, port, DNS, WHOIS, blacklist and page-speed checks, plus monitors, webhooks, incidents and status pages.
hugoles/langfuse-mcp
Read access to the Langfuse Public API: traces, observations, sessions, scores, prompts, datasets, metrics, models, projects and comments.
hyperb1iss/lucidity-mcp
Improve AI-generated code quality with prompt-based analysis across 10 dimensions, from complexity to security vulnerabilities.
igorolv/loki-mcp-server
Read-only Grafana Loki (2.6.1 and 3.x) for agents: label and stream discovery, bounded LogQL pages, counts by label or time bucket, and log export;…
imprvhub/mcp-status-observer
Monitor the operational status of major digital platforms.
incu6us/loki-mcp-server
Query Grafana Loki directly with a discovery-first workflow: labels, values, series and LogQL queries, without requiring Grafana.
inspektor-gadget/ig-mcp-server
Debug container and Kubernetes workloads with eBPF via Inspektor Gadget.
inventer-dev/mcp-internet-speed-test
Internet speed testing: download and upload speed, latency, jitter, and CDN server detection with geographic mapping.
iris-eval/mcp-server
Agent evaluation and observability: trace logging, output quality evaluation, cost tracking, built-in eval rules, a real-time dashboard and PII…
jabbawocky/statuscraft
Check whether software services are down using live data from their status pages, including incident details.
jaimenbell/vllm-ops-mcp
Read-only health checks for a local vLLM instance: liveness and real-completion tiers, GPU and VRAM status, service status and serve-flag…
Jwrede/llmprobe
Synthetic monitoring for cloud and local LLM inference endpoints: TTFT, latency, throughput and errors, with Prometheus and OpenTelemetry export.
kascada/logmcp
Read-only access to whitelisted log files on a Linux server: search and read logs without shell access, with token auth and syslog auditing.
last9/last9-mcp-server
Bring real-time production logs, metrics and traces from Last9 into your local environment to fix code.
lodordev/mcp-tautulli
Read-only Tautulli (Plex monitoring) access: activity, history, library and user stats, transcode analysis and resolution breakdowns.
log-logn/langfuse-mcp-java
Query Langfuse traces and observations, debug exceptions, analyze sessions, scores and datasets, and manage prompts.
magna-nz/tallybook
Local cost tracking for Claude Code and Codex sessions: spend by session, sub-agent and model, week-on-week comparisons, and findings with suggested…
metoro-io/metoro-mcp-server
Query and interact with Kubernetes environments monitored by Metoro.
metrxbots/mcp-server
AI agent cost tracking: spend across providers, model selection optimization, budget enforcement, cost-leak detection and ROI reporting.
mikusnuz/umami-mcp
Access the Umami Analytics API: websites, stats, sessions, events, reports, users, teams and realtime monitoring.
MindscapeHQ/server-raygun
Crash reporting and real user monitoring via the Raygun API.
mpeirone/zabbix-mcp-server
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.
ni-c/healthchecks-mcp
Healthchecks cron and uptime monitoring: see which scheduled jobs are late or down, read the output a failing job reported with its ping, and…
Oluwatunmise-olat/mcp-server-logs-sieve
Query, summarize and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki and Elasticsearch.
openITCOCKPIT/openITCOCKPIT-MCP-Server
Access openITCOCKPIT monitoring: host and service state, check history, logs, downtimes, acknowledgements, software inventory and pending security…
perceptdot/percept
Agent observability platform that discovers and recommends MCP servers, with GA4, Vercel, GitHub and Sentry connectors and ROI tracking.
pydantic/logfire-mcp
Access OpenTelemetry traces and metrics through Logfire.
rbmuller/scherlok
Read-only data quality monitoring for Postgres, BigQuery, Snowflake, MySQL and DuckDB: warehouse profiling, anomaly detection and optional dbt…
ruslanlap/pagespeed-insights-mcp
Google PageSpeed Insights, CrUX and Lighthouse analysis: page comparison, real-user data, batch runs, regression tracking, diagnostics and…
saxonnicholls/super-log
Read-only access to a local dev bench that interleaves every log stream on one timeline: tail and search live streams, search the on-disk journal,…
seancrecord/scvd-general-store-repo (scvd-tab)
Track agent tool spending with local, consent-gated JSONL storage.
seekrays/mcp-monitor
Real-time system metrics: CPU, memory, disk, network, host and process information.
ShekharBhardwaj/AgenticLedger
Query the local Agentic Ledger flight recorder: agent sessions, costs, loop runs and stuck-loop flags captured by a transparent proxy.
shibley/apistatuscheck-mcp-server
Check the real-time operational status of cloud services and APIs such as AWS, GitHub, Stripe, OpenAI and Vercel.
smigolsmigol/llmkit
AI API cost tracking and budget enforcement across LLM providers: spend analytics, budget monitoring, session summaries and key management.
spanlens/Spanlens
Read-only access to Spanlens LLM observability: request logs, costs, agent traces, anomalies, model savings and per-user analytics.
Sudhan30/freshprobe
Data freshness verification: probe endpoints for cache staleness, latency, content fingerprints, TLS, DNS and redirects, with FRESH/STALE/UNKNOWN…
sudomichael/gizmoanalytics-mcp
Cookieless web analytics with Gizmo Analytics: framework-aware setup, traffic queries, site summaries, traffic-change explanations and anomaly…
syk8015/claudeusage
Measure whether a Claude subscription pays off from local Claude Code logs: surviving Claude-written code, rate-limit drivers and chat usage.
TANTIOPE/datadog-mcp-server
Datadog observability: grep-like log search, APM trace filtering by duration, status and errors, sampling modes, and log, trace and metric…
ThinkneoAI/mcp-server
ThinkNEO Control Plane for enterprise AI governance: runtime guardrails, observability, AI FinOps and agent lifecycle control.
tickstem/mcp
HTTP uptime monitoring, heartbeat (dead man's switch) monitoring, cron job scheduling and email verification.
tp322d/lastping-app
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.
tumf/grafana-loki-mcp
Query Loki logs through the Grafana API.
Turbo-Puffin/measure-mcp-server
Privacy-first web analytics: query pageviews, referrers, trends and AI-generated insights for your sites.
uptybots/mcp-server
Uptime monitoring for websites, APIs, SSL certificates, domain expiry, ping and TCP/UDP ports: manage monitors and view incidents and uptime history.
us-all/datadog-mcp-server
Datadog observability: metrics, monitors, logs, APM, RUM, incidents, status pages, fleet automation and workflows, plus incident-triage prompts.
utapyngo/sentry-mcp-rs
Minimal Sentry integration.
vdalhambra/siteaudit-mcp
Website audits: SEO, security headers and SSL, Lighthouse performance, broken links, WCAG accessibility, Schema.org validation, competitor gaps and…
VictoriaMetrics-Community/mcp-victoriametrics
Integration with VictoriaMetrics instance APIs and documentation for monitoring, observability and debugging tasks.
yshngg/pmcp
Prometheus integration.
zhaoyue722/llm-usage-mcp
Local LLM API cost tracking for Anthropic, OpenAI, Qwen and DeepSeek: SQLite usage ledger, spend queries, provider comparison and CNY to USD…
zw008/VMware-Aria
VMware Aria Operations monitoring for vSphere: performance metrics, alarms, capacity analysis and anomaly detection, with audit logging for write…