Monitoring & Observability MCP Servers

io.github.cyanheads/mcp-ts-template

TypeScript template for building MCP servers with declarative tooling, observability, and auth.

com.scoutapm/scout-mcp-local

An MCP server for Scout Monitoring data interactions.

CatchDoms — Expired Domains API

Search 40K+ expired domains from 12 auction platforms with SEO metrics and scores.

io.github.AlligatorC0der/conkurrence

Measure whether your AI agrees with itself using statistical consensus metrics.

io.github.CodyWatters/riveter

MCP server for Riveter's enrichment, scraping, and monitoring API

HiveEcho

Immutable event logging and audit trail for agent transactions

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.

Agentic Observability MCP

Agent tracing, cost tracking, anomaly detection for LLM agents

GPU Server

MCP server for GPU monitoring: nvidia-smi, VRAM, utilization, temperature

com.clauxel.mcpuptimeledger/mcpuptimeledger-mcp

MCP uptime, schema, auth, and SLA receipt monitoring.

io.github.mitchhankins01/oura-ring-mcp

Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.

io.github.DunkelCloud/toolmesh

MCP gateway to REST APIs with authorization, credential injection, audit, and output policies.

Liongard

MCP server for Liongard — inspectors, environments, metrics, detections, and timeline data.

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

Track workouts, nutrition, body metrics, habits, and SMART goals with insights and trends. Connect…

Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai

AI-callable tools for API mocking, testing, monitoring, security, and automation.

Spotify podcast and artist trends over time, with growth metrics. Free key at trendsmcp.ai

AI evaluation and observability platform — query experiments, logs, datasets, and prompts.

io.github.mshegolev/prometheus-mcp

Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).

Hive Sla Monitor

Service level agreement monitoring for the Hive agent fleet

Rival Regulatory Toolkit

Read-only regulatory source retrieval, citation tracing, authority metadata, and recent filings.

YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai

Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai

io.github.bch1212/modelwatch

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

HiveConsciousness

System self-awareness, health monitoring, and autonomous self-repair

io.github.Aguantar/kafka-dataops-mcp

DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring

Agent observability: structured logging, cost tracking, and compliance audit trails

Monitor websites, APIs and services with 44 tools across 22 protocols

Remote MCP security gateway for auth, redaction, policy enforcement, and audit logging.

com.mcparmory/grafana

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

io.github.fishcoco-code/guardrly-mcp

Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more

Arduino MCP Server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

CLIO Node Hardware

Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with...

io.github.dgtalquantumleap-ai/ebenova-insights

Reddit and Nairaland keyword monitoring with AI reply drafts.

Withings Health Data

MCP server for Withings health data — sleep, activity, heart, and body metrics.

io.tooloracle/driftoracle

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

io.github.GeiserX/duplicacy-mcp

MCP server for Duplicacy — monitor backup status and Prometheus metrics

Auvik

MCP server for the Auvik network monitoring API — devices, alerts, statistics, billing.

io.github.dbsectrainer/mcp-agent-trace-inspector

Step-by-step observability for MCP agent workflows

io.github.us-all/datadog

Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

Google Ads MCP server — manage campaigns, keywords, and metrics.

Agentic News

AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search

io.github.rascal-3/chainanalyzer-mcp

Multi-chain AML risk scoring, sanctions screening, and tx tracing across BTC, ETH, POL, AVAX, SOL.

io.github.shemshallah/qtcl-mcp-server

Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle metrics. Flat fee.

Steep

Query metrics, targets, entities, and team data in your Steep workspace via MCP.

Hive Mining

Tether MOS telemetry + Boltz BTC↔USDC atomic swap broker MCP

Data + AI observability — monitor and troubleshoot production-grade agents and the context they use.

io.github.turbopress-de/turbometrics-mcp

Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.

HivePulse

Real-time health monitoring and heartbeat tracking for agent services

com.arcself/arc-security

Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings.

SelfHeal MCP

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

Real-time water levels and flow rates from USGS stream gauges

sqry - Semantic Code Search

AST-based semantic code search: 33 tools, 35 languages, call tracing, impact analysis

Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server.

Lumino MCP Server

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

io.github.KN0WBOT/clavis

Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, audit logging.

io.github.oaslananka/mcp-infra-lens

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

Hotel Rate Monitoring API

Remote MCP server for hotel rate monitoring, parity checks, and pricing intelligence via Apify.

io.github.mshegolev/sonarqube-mcp

SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.

AI visibility monitoring. 24 tools, 8 LLM platforms, Hallucination Guard. Free tier.

io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

Query contacts, companies, relationships, and communication metrics from SigParser.

Mako Metrics

Competitor Meta ads intelligence reports. List plans, create orders, Stripe checkout for humans.

Knowledge Network for AI Agents and creators: Search, rate, and review programming guides via MCP

io.github.NotHarshhaa/devops-mcp

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

com.mcparmory/sentry

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

DevHelm MCP Server

Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm

VMware Aria Operations

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

Xitoring

Connect AI assistants to Xitoring monitoring: servers, uptime, incidents, metrics, SSL, and alerts.

HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL testing.

CoinGecko-backed live prices, market caps, DeFi metrics — no per-user API key needed.

io.github.dewtech-technologies/obsidian-mcp-secure

Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging.

com.pulsemcp/langfuse

MCP server for Langfuse LLM observability — trace and observation analysis.

io.github.yamaru-eu/hardware-probe

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

SiteGuardian

EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool, four authenticated.

io.github.mdfifty50-boop/trace-forge

Structured execution trace and span logging for AI agents

io.github.veldica/publishready

PublishReady: Deterministic writing control with local-first metrics and AI prose audits.

Query Honeycomb observability data: traces, events, metrics, SLOs, triggers, and boards.

io.github.corewebvitals/coredash

Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from real visitors.

io.github.RiskThinking/cdt-express-mcp

Interact with climate metrics via Riskthinking.AI's CDT Express API in supported AI chat experiences

io.github.MayankTalwar0/startup-finance-metrics

An MCP server for analyzing startup financial health and generating metrics reports locally.

com.mcparmory/datadog

Monitor infrastructure, manage agents and deployments, track metrics, logs, and events

Domotz

MCP server for Domotz network monitoring — agents, devices, alerts, and network discovery.

UniFi Gateway

Safe-by-default UniFi MCP: Network + Protect, multi-site, dry-run, audit log.

Cordon for MCP

Cordon for MCP. Security gateway with policy enforcement, audit log, and HITL approvals.

ChangeDetection.io MCP Server

MCP server for ChangeDetection.io website monitoring and change history.

com.mcparmory/circleci

Manage CI/CD pipelines, workflows, and job metrics across projects

io.github.apatilgtn/k8scortex-mcp

Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster.

Bitquery MCP

Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Traders, Charts

lu

lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-injection scrubbing.…

com.pulsemcp/hatchbox

MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.

com.pulsemcp/svg-tracer

MCP server for converting bitmap images to SVG vector graphics using potrace tracing.

com.mcparmory/pagerduty

Manage incidents, on-call schedules, escalation policies, and alert notifications

UK Air Quality MCP Server from MCPBundles

Access UK air quality data, monitoring sites, and hourly pollutant measurements across regions

com.clauxel.agentmonitorrelay/agentmonitorrelay-mcp

AI agent run monitoring with incident replay and SLA receipts.

io.tooloracle/agentguard

AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits.

AI-powered incident management and server monitoring via MCP.

AnomalyArmor

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