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.

Liongard

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

Gradient MSP MCP

CLI and MCP server for Gradient MSP Synthesize: usage push, billing drift, alert tracing.

PagerDuty MCP

Operate PagerDuty from your AI agent via MCP.

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

io.github.junct-bot/etherscan-api-mcp

Etherscan Api - 71 tools for data, metrics, and on-chain analytics

io.github.veldica/publishready

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

io.github.opcastil11/mcp-prowl

Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.

io.github.patwalls/pulse-mcp

Free, agent-first social-post metrics — a post URL in, views/likes/comments out.

io.github.junct-bot/blockscout-mcp

Blockscout - 56 tools for data, metrics, and on-chain analytics

io.github.spanlens/mcp-server

Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

MCP Gateway

Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.

io.github.infoinlet-marketplace/mcp-observability

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

io.github.OctoPerf/octoperf

Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.

HiveEcho

Immutable event logging and audit trail for agent transactions

Regulatory Monitor

Federal Register monitoring and regulations.gov tracking. 4 MCP tools for regulatory compliance.

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

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

io.github.malkreide/hn-tech-signal-mcp

Hacker News signal extraction for technology trend monitoring

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

io.github.mdfifty50-boop/trace-forge

Structured execution trace and span logging for AI agents

CLIO Node Hardware

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

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.

io.github.malkreide/news-monitor-mcp

Aggregated news monitoring across Swiss public media RSS feeds

Create, configure, manage Minecraft servers — plugins, files, console, modpacks, backups, metrics.

GoldenAnalysis

Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

AgentLens

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

Web scraping, inference, DNS, monitoring from residential IPs — pay per request in USDC

Agentic Observability MCP

Agent tracing, cost tracking, anomaly detection for LLM agents

AI-powered incident management and server monitoring via MCP.

Financial oracle aggregating Yahoo Finance metrics for portfolio analysis.

LibreNMS MCP

MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.

io.github.CodyWatters/riveter

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

com.pulsemcp/svg-tracer

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

EU financial regulatory monitoring: DORA, MiCA, MiFID II, AML, Solvency II and more.

io.github.junct-bot/coingecko-mcp

Coingecko - 36 tools for data, metrics, and on-chain analytics

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

Ecosystem monitoring: service status and x402 activity metrics

io.github.GeiserX/duplicacy-mcp

MCP server for Duplicacy — monitor backup status and Prometheus metrics

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

Clevername

AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals.

PPC advertisement budget auditor grading ad group metrics.

io.github.MukundaKatta/ragmetric-mcp

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

io.github.mshegolev/prometheus-mcp

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

ProjGraph MCP Server

Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.

Food Logger MCP

Food logging, nutrition summaries, and meal photo calorie and macro estimates.

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

Sable Platform + HyperDX Observability

Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all from your IDE

io.github.apatilgtn/k8scortex-mcp

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

Email deliverability monitoring and sending: bounces, complaints, suppression, campaigns.

io.github.fishcoco-code/guardrly-mcp

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

Agentic News

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

io.github.lanternrow/tiktok-organic-mcp

TikTok organic analytics — video performance, engagement metrics, and profile insights.

com.mcparmory/pagerduty

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

io.github.CSOAI-ORG/aml-ai-mcp

6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction monitoring, sanct...

Gmail Postmaster Tools

Gmail Postmaster Tools v2 — domains, traffic metrics, and compliance via your own Google OAuth.

Linux MCP

Linux MCP server for real-time system monitoring - CPU, memory, disk, network, processes, Docker.

Query PanDev Metrics analytics and reporting data

io.github.dbsectrainer/mcp-server-health-monitor

Health monitoring for all your MCP servers

Arduino MCP Server

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

AI agent vision for GitHub repository monitoring — with ROI measurement.

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

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

io.github.STR-Consulting/pacer-mcp

Pacer revenue-management API as MCP tools: portfolios, pacing, market metrics, Guesty, briefs.

io.github.ThoTischner/observability-mcp

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

Rival Regulatory Toolkit

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

IntakeQ MCP

IntakeQ/PracticeQ MCP connector with HIPAA §164.312(b) audit logging on every PHI read/write

com.clauxel.agentmonitorrelay/agentmonitorrelay-mcp

AI agent run monitoring with incident replay and SLA receipts.

HivePulse

Real-time health monitoring and heartbeat tracking for agent services

io.github.KN0WBOT/clavis

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

io.github.NotHarshhaa/devops-mcp

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

com.mcparmory/grafana

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

CatchDoms — Expired Domains API

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

Didit MCP Server

KYC, KYB, AML, wallet screening, transaction monitoring, and fraud workflows for AI agents.

TLS Radar

SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitoring.

MCP observability. Query live traffic, errors, duration, and alerts from your AI agent.

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

io.github.krishnabhat/indian-food-nutrition-mcp

Indian-accurate nutrition logging for your AI: IFCT 2017 + USDA, by text or photo.

com.mcparmory/circleci

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

com.uptimemonitoring/mcp

Agent-native uptime monitoring. Create, inspect, and assert monitor health. Free 50-monitor tier.

SiteGuardian

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

SaaS Alerts

MCP server for Kaseya SaaS Alerts — SaaS security monitoring for M365 & Google Workspace.

Access QRetro team retrospectives over MCP: boards, summaries, action items, signals, metrics.

UK Air Quality MCP Server from MCPBundles

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

ChangeDetection.io MCP Server

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

io.github.mshegolev/sonarqube-mcp

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

io.github.rog0x/web

Web scraping, search, monitoring, and HTML-to-markdown for AI agents

Hive Sla Monitor

Service level agreement monitoring for the Hive agent fleet

x402nano

Machine-payable prediction-market briefs and probability-change monitoring for AI agents.

io.github.Gomess8/voice-quality-api

Measure voice/VoIP path quality -> estimated MOS + live network metrics

io.github.mikerawsonnz/llm-observability-orchestration

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

com.arcself/arc-security

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

com.instavar/mcp-server

Drive Instavar Studio video jobs (create, render, approve, publish, metrics) with an API key.

io.github.Anirudhx7/suitecrm-mcp

Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.

io.github.dengxuhui/igpsport-mcp

iGPSport cycling data with training metrics (NP/IF/TSS/CTL/ATL/TSB) and workout generation

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

Agentry Observability

Agentry skill handoff for product analytics, error logging, and deploy attribution.

io.github.friendlygeorge/sentry-mcp-server

MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.

io.github.junct-bot/synthetix-mcp

Synthetix - 22 tools for data, metrics, and on-chain analytics

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

VMware Aria Operations

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

io.github.Aguantar/kafka-dataops-mcp

DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring

AgentWatch

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

GPU MCP Server

NVIDIA GPU metrics as MCP tools — utilization, memory, temperature, power. Supports MIG.

io.github.PhilipAD/health-export-mcp

Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only, local-first.

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

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

Steep

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

Process monitoring for AI agents: start runs, submit per-task evidence, complete runs.

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.

io.github.sbrunner-atx/contest-mcp

Log amateur-radio QSOs to N3FJP logging software over its TCP API.

Operate the Plixana CRM from any AI: contacts, deals, quotes, WhatsApp and metrics.

AI agent vision for Sentry error tracking — with ROI measurement. perceptdot.com

com.clauxel.mcpuptimeledger/mcpuptimeledger-mcp

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

AnomalyArmor

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

Hotel Rate Monitoring API

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

Performance Co-Pilot

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

Mako Metrics

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

Air-gapped Markdown/PDF to Word converter with brand templates and audit logging.

com.mcparmory/datadog

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

com.mcparmory/sentry

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

Domotz

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

Xitoring

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

Environmental Compliance

EPA air quality monitoring and HUD foreclosure data. 3 MCP tools for environmental and housing data.

io.github.yamaru-eu/hardware-probe

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

com.pulsemcp/langfuse

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

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

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

io.github.Aguantar/clickhouse-dataops-mcp

DataOps ClickHouse MCP server with query optimization and pipeline monitoring

io.github.nqzai/kakunin

X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.

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

ALM X++ MCP Server

50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security tracing & upgrade impact.

io.github.rascal-3/chainanalyzer-mcp

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

io.github.RiskThinking/cdt-express-mcp

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

Pensiata - Bulgarian Pension Fund Analytics

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

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

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

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

Step-by-step observability for MCP agent workflows

Phonon

Monitoring + status pages set up by talking to Claude. Auto-detects 30+ SDKs and your URLs.

Scherlok

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

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

lu

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

Lumino MCP Server

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

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

io.github.us-all/datadog

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

sqry - Semantic Code Search

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

GPU Server

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

Zabbix MCP

MCP server for Zabbix monitoring and automation

io.tooloracle/agentguard

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

io.github.Goingparabolic/oak-longevity-mcp-server

Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions & intake screening

io.github.MayankTalwar0/startup-finance-metrics

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

io.tooloracle/driftoracle

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

io.github.shemshallah/qtcl-mcp-server

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

sh.opencapital/mcp

Give your AI deep fundamentals on US public companies — metrics, segments, peers. Free.

io.github.junct-bot/coinmarketcap-mcp

Coinmarketcap - 30 tools for data, metrics, and on-chain analytics

Auvik

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

SpecLeft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

io.github.mitchhankins01/oura-ring-mcp

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

io.github.your-ko/mcp-k8s-ro

Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.

io.github.oaslananka/mcp-infra-lens

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

Withings Health Data

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

io.github.alanzha2/observe-instrument-mcp

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

com.pulsemcp/hatchbox

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

HiveConsciousness

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

1ClickReport

40 tools for marketing analytics, campaign management, and AI monitoring across 6 platforms.

io.github.stevebutterworth/changeflow

AI-powered web monitoring. Track any website, get structured change intelligence.

io.github.turbopress-de/turbometrics-mcp

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

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

Okareo

Simulation, evaluation and monitoring for voice agents.

io.github.AlligatorC0der/conkurrence

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

SelfHeal MCP

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

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

io.github.blocklens/blocklens-mcp-server

Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more

io.github.corewebvitals/coredash

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

Agentry — The Trust Layer for the Agent Economy

Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.

io.github.dgtalquantumleap-ai/ebenova-insights

Reddit and Nairaland keyword monitoring with AI reply drafts.

DevHelm MCP Server

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

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

Arduino MCP Server

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

Finance Toolkit

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.