Monitoring & Observability MCP servers

Rule-based cloud cost anomaly detection and architecture risk scoring (single points of failure, coupling, scalability gaps) with rule-by-rule breakdowns.

A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON.

A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,

Local document queries, saved extraction profiles, spreadsheet SQL, logs and keyed JSON changes.

A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r

Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, and reviewer-ready evid

A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts, usage logs, and aud

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

MCP server for cron job scheduling with systemd integration, retry logic, and observability

Web cron for sites without their own scheduler: calls your URLs on schedule and logs every call.

MCP server for investigating Datadog logs with an interactive MCP Apps UI and shareable HTML reports

A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, and audit-ready JSON.

28 pay-per-event tools for regulatory, sanctions, procurement, and corporate-registry monitoring.

Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, and reviewer-ready evi

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

Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.

Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.

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

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

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

Drilling jobs, customers, invoices, crews, schedules, and well logs for well contractors.

Scans projects for secret exposure: leaked API keys, unprotected .env files, and secrets in logs.

A paid remote MCP for Equibles, built to return verdicts, receipts, usage logs, and audit-ready JSON

A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, receipts, usage logs, an

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

Set up uptime monitoring from your editor: create checks, configure alerts, query uptime history.

Your Expo and EAS project in natural language: up to date SDK docs, cloud builds (status, logs, trig

On-chain monitoring reads: ENS/Basename expiry, gas, token unlocks & Chainlink oracle health.

A paid remote MCP for hosted MCP server, built to return verdicts, receipts, usage logs, and audit-r

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

Evidence-bearing public webpage monitoring with hashes, diffs, signed webhooks, REST, and MCP.

Free AI calorie & macro tracker: tell your AI what you ate and it logs it to your private food diary

Enfour, Inc. FrontierStack (www.frontierstack.app): Mac and server health, logs, restarts.

A paid remote MCP for AI SDK eval dashboard, built to return verdicts, receipts, usage logs, and aud

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

Deploy and operate containers on Gagarin Cloud: services, databases, domains, logs, rollbacks.

A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, receipts, usage logs, a

Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, audit logs, and revie

MCP server wrapping the gh CLI — read-only access to PRs, issues, workflow runs, and logs from any MCP client

Search & edit Grafana dashboards, query datasources (PromQL/LogQL/SQL), inspect alerts.

Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching

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

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

Observability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.

Service level agreement monitoring for the Hive agent fleet

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

Real-time health monitoring and heartbeat tracking for agent services

Hostodo VPS management: VM details, power control, renaming, OS reinstalls, guest-agent commands and artifact uploads, with scoped tokens and audit logs.