Monitoring and Observability MCP servers

Top 100 by trust score Trust score 0–100

• AnomalyArmor

  Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

  remote · pypi 97

• io.github.dockndevai/mcp-kafka

  Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.

  npm 95

• Perfonext Profiler MCP

  MCP server for analyzing V8/Chrome CPU profiles with line-level tick attribution.

  npm 95

• io.github.mcpsmiths/tracehub-mcp

  Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.

  pypi 94

• Jarroba Tools · Logs

  Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.

  npm 93

• ACR — Agent Composition Records

  Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

  npm 93

• upkeep-mcp

  Website maintenance checks: domains, SSL, uptime, technical SEO and accessibility

  npm 93

• ai.shipeasy/mcp

  Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy MCP server.

  npm 92

• Uptimepage

  Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.

  remote 92

• Graylog MCP Server

  Query logs from Graylog: get streams, search messages, aggregate, and get full data.

  npm 92

• Healthchecks

  Inspect, create and adjust Healthchecks cron and uptime checks, and read why one failed

  npm · oci 92

• javaperf

  Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.

  npm 92

• io.github.carlosofscience/bulk-url-checker

  Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.

  remote 91

• RIPE Atlas

  RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes

  npm 91

• ai.kaiv/is-it-down

  Is GitHub, npm, Cloudflare or your AI provider down right now? 20 status pages, one call.

  remote 90

• io.github.BetterDB-inc/monitor

  BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

  npm 90

• Convai Analytics

  Analyze Convai sessions, latency, reliability, usage, and provider telemetry via API key.

  npm 90

• Vivere

  Know when cron jobs and AI agents stop running: create monitors and check in from your agent.

  remote 90

• io.domaindrift/domaindrift

  Signed internet telemetry, read-only: DNS, TLS, WHOIS, reachability. Every record Ed25519-signed.

  remote 90

• Log10x MCP

  Rank log patterns by volume and cost, then compact, tier down or offload the excess over each cap

  npm 90

• io.github.solsolettidev/nats-trail

  Read-only NATS and JetStream observability: trace a request across streams, rank what is broken.

  npm 90

• io.github.HappyMealSteak/apizone

  Real-time status & uptime monitoring for 294 popular APIs — is it down, and how reliable?

  remote 89

• Huntertech.io Vendor Insights

  AI-ready vendor incident status with public active incidents and plan-scoped history.

  remote 89

• Flutter Lamp

  Live runtime data from a running Flutter app: exceptions, logs, network, frames, diagnosis.

  npm 89

• vibeMK

  Query and configure CheckMK monitoring: hosts, services, rules, downtimes, metrics

  pypi 88

• Boosthis

  Read-only performance insights for your Boosthis projects: speed, crashes, traces, and fixes.

  remote 88

• com.hyperping/hyperping

  Uptime, API and server monitoring with outages, reporting, on-call and status pages.

  remote 88

• Relvato

  Website monitoring: add sites, configure and run monitors, read health, review results, apply fixes.

  remote 88

• Bitmovin Observability MCP

  Query and analyse your data from Bitmovin Observability

  remote 86

• com.failecho/failecho

  Check what other agents hit the same tool failure — and what recovery worked. Ask before retrying.

  remote · npm · pypi 86

• Netmon (demo)

  Public read-only demo of Netmon's network monitoring tools over a recorded snapshot.

  remote 86

• io.github.cyanheads/devops-status-mcp-server

  Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.

  remote · npm 86

• MCP Health Monitor

  Monitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics

  npm 86

• io.github.Bishop81/imagedimensions-mcp

  Audit a web page's images: natural vs rendered sizes, oversized detection, and formats.

  npm 85

• ThousandEyes MCP

  ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, events, and tests.

  remote 85

• dev.threadmine/mcp

  Analyze JVM thread dumps with ThreadMine: deadlocks, CPU spikes, pool exhaustion, health score.

  npm 85

• Agentry.sh Observability

  Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

  npm 85

• io.github.jdhart81/agent-compute-ledger

  Compute-is-carbon energy/carbon ledger for agent work with Landauer-limit validation.

  remote 85

• io.github.kumarprobeops/probeops-mcp-server

  Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.

  npm 85

• io.github.oaslananka/infra-lens-mcp

  SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

  npm 85

• RunGlance

  Read-only local progress, usage, lock state, work lists, and verified run receipts.

  npm 85

• StillOnline

  StillOnline MCP: uptime, status pages, checks. REST API for Cursor and Claude Code.

  npm 85

• GAIP Integration Repair Agent

  Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).

  remote 85

• Vantio Optics

  Vantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.

  npm 85

• WP Update Radar

  WordPress plugin release signals from public support threads, with evidence and explicit unknowns.

  remote 85

• DebugBundle

  DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

  npm 84

• PeppolStatus

  Peppol market intelligence and network monitoring: migrations, provider churn, leads, and uptime.

  remote 84

• io.github.Easton-OU/rootpilot-ssh-diagnose

  Read-only SSH server diagnostics via a fixed 38-command whitelist; secrets redacted, no write path.

  npm 84

• io.github.MarcelRoozekrans/memorylens-mcp

  MCP server for .NET memory profiling — in-process heap snapshots via EventPipe with leak heuristics

  npm · nuget 84

• Perseus Ledger — verifiable, hash-chained event provenance

  Verifiable, hash-chained event provenance for autonomous systems. Local-first, MIT. 5 MCP tools.

  oci · pypi 84

• What's Running

  Live OS ground truth for agents: running agent sessions, listening ports, daemons, system load.

  npm 84

• io.github.vola-trebla/v8-cpu-profile-decoder-mcp

  MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents

  npm 84

• SiteHealth MCP

  Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links

  npm 83

• UptyBots

  Uptime monitoring: create and manage HTTP, API, SSL, ping, port and domain checks

  remote · npm 83

• State of Web Vitals

  Core Web Vitals metrics by CMS, CDN, and framework — free remote MCP, no auth.

  remote 83

• io.github.Musaraf-M/sentinal-mcp

  Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics

  npm 83

• io.github.reshadat/outage-mcp

  Live service outage data from 100+ status pages. Ask your AI if Cloudflare is down.

  npm 83

• io.github.RobelDev/logclaw-mcp-server

  Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

  npm 83

• io.github.rog0x/log

  Log parse, filter, analyze for AI agents

  npm 83

• io.github.speedofred/ami-survey

  Measures the cost, tokens and duration of a completed agent workflow from its session log.

  pypi 83

• Google CrUX MCP

  Real-user Core Web Vitals from the Chrome UX Report (CrUX) API for any origin or URL.

  npm 82

• ProjectPulse MCP

  Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.

  npm 82

• mulewatch

  Read-only MCP server for MuleSoft Anypoint: app logs, archive search, Runtime Manager, Exchange.

  npm 82

• Invokera Status

  Live health and AI-readable metadata of invokera.com. Demo of an Invokera-hosted MCP server.

  remote 82

• com.mcparmory/grafana

  Manage dashboards, users, teams, alerts, data sources, and access control

  oci · pypi 82

• com.super-log/super-log

  Query your local super-log bench from an AI agent - read-only log tools over the hub.

  npm 82

• Vinktar

  Error tracking for small teams and their coding agents.

  remote 82

• io.github.jaredhobbs/cronalert

  Manage CronAlert uptime monitors, check results, and incidents from any MCP client.

  npm 82

• API Status Check

  Live status probes plus published uptime and incident history for 280+ APIs and cloud services.

  remote 82

• ACR — Agent Composition Records

  Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

  npm 82

• VMware Aria Operations

  VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 46 MCP tools.

  pypi 82

• io.github.vola-trebla/ndjson-local-log-triage-mcp

  Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.

  npm 82

• io.github.vola-trebla/sourcemap-retrace-mcp

  Decodes minified production stack traces back to original TypeScript source using source maps.

  npm 82

• com.mcparmory/globalping

  Run network tests (ping, traceroute, DNS) from probes worldwide

  oci · pypi 81

• com.mcparmory/sentry

  Track errors, manage performance alerts, and configure dashboards and monitors

  oci · pypi 81

• OutageDeck

  Live status for 172 cloud and SaaS vendors from their official feeds. Is it you, or is it them?

  remote 81

• JProfiler

  Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

  npm 81

• io.github.lhf552004/cloudpulse

  Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.

  npm 81

• AgentLens

  Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.

  npm 80

• SelfHeal MCP

  Self-healing proxy for MCP servers with retry, circuit breaker, and observability

  npm 80

• co.vantaj/mcp-server

  Vantaj uptime monitoring via MCP - manage monitors, heartbeats, incidents, and status pages.

  remote 80

• Is This Site Down?

  Check if any website is down, from two continents, with uptime history and TLS expiry

  remote 80

• Opik

  Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

  remote · pypi 80

• io.github.erikirby/brand-monitor

  Monitor domain expiry, SSL certs, and social handle availability across platforms.

  npm 80

• io.github.jaimenbell/vllm-ops-mcp

  Read-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.

  pypi 80

• Phoenix Zero — L2 Health Oracle

  Pre-flight L2 health check using kernel-level eBPF telemetry. PASS/DEGRADED/FAIL verdict.

  npm 80

• Probe V0

  Experimental MCP server for current empirical verification of explicit public HTTPS endpoint claims.

  remote 80

• io.github.tracelane/tracelane-mcp

  Read-only, tenant-scoped access to Tracelane agent traces and guardrail verdicts

  npm 80

• status-aggregator

  Cross-vendor SaaS status aggregator for AI agents (Anthropic/OpenAI/AWS/GH/Stripe/CF).

  npm 80

• com.googleapis.monitoring/mcp

  Gain visibility into the performance, availability, and health of your apps and infrastructure.

  remote 79

• io.github.mdfifty50-boop/trace-forge

  Structured execution trace and span logging for AI agents

  npm 79

• mcp-usage

  Find out which MCP servers you actually use: local, read-only audit of Claude Code transcripts.

  npm 79

• us.artificl/hooddue

  Restaurant fire-safety & service-interval tracking (NFPA 96/17A) — read-only demo tools.

  remote 79

• Can I Vibe? — AI coding provider status

  Live status and health checks for AI coding providers: Claude, Cursor, Copilot, Codex and more.

  remote 78

• ai.getvda/observable-backend-stack-generator

  Observable Backend Stack Generator

  remote 78

• Heartbeat — dead-man switch for cron jobs & AI agents

  Dead-man switch monitors for cron & AI agents with dependency-cascade alerts. No account needed.

  remote 78

• com.argosvix/server

  Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor

  npm 78

• probe402

  Independent health, price and history for x402/MPP endpoints. Metered over x402; free grade on web.

  remote 78

• dev.phpray/phpray

  Ask an agent why a PHP site is slow: every request with its SQL, HTTP calls, errors and N+1.

  remote 78

• Agent Watch

  Monitoring for the agent economy — liveness, latency, trust scoring for MCP endpoints

  remote 78