监控 MCP 服务器

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

MCP server for Duplicacy: backup health, status and Prometheus metrics from duplicacy-exporter

Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.

Agent observability platform that discovers and recommends MCP servers, with GA4, Vercel, GitHub and Sentry connectors and ROI tracking.

Data freshness verification: probe endpoints for cache staleness, latency, content fingerprints, TLS, DNS and redirects, with…

Tickstem developer tools — manage cron jobs and verify emails from your AI coding assistant.

Capture local agent traces and inspect failures, approvals, and run comparisons.

AI agent activity logging and monitoring on the Alog platform: post logs, create articles, manage social interactions and monitor agent…

Monitor cron jobs and recurring work through a project-scoped Watchgoose connection.

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

Local, payload-free AI cost visibility for agents. Query spend by model, route, or tagged work.

Read-only access to on-prem Linux VMs and PostgreSQL over SSH: service health, logs, database state and table schemas, with allowlists and…

Website uptime monitoring: run checks from 300+ locations, manage monitors, alerts and incidents

Read access to the Langfuse Public API: traces, observations, sessions, scores, prompts, datasets, metrics, models, projects and comments.

Check whether software services are down using live data from their status pages, including incident details.

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

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

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

Cookieless web analytics with Gizmo Analytics: framework-aware setup, traffic queries, site summaries, traffic-change explanations and…

Uptime monitoring for websites, APIs, SSL certificates, domain expiry, ping and TCP/UDP ports: manage monitors and view incidents and…

Website monitoring for AI assistants: catches pages that look broken even when the site is up.

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

AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents

Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.

Read-only Loggly search and analytics with aggregation-first traffic tools and IP intelligence.

Observability for AI agents: LLM cost, errors and latency across OpenAI, Anthropic, Gemini and Mistral, plus alerts, budget gates, evals…

Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.

What changed across metrics, logs and traces, and where it started (Grafana, Victoria, New Relic).

Postfix delivery troubleshooting: queue grouped by deferral reason, qshape, mail log stats and traces, SPF/DKIM/DMARC/PTR checks.…

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

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

Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.

Read-only Grafana Loki for AI agents: label discovery, bounded LogQL queries, counts, exports

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

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

openITCOCKPIT monitoring: host and service state, history, downtimes, acknowledgements, patches

Measures whether your Claude subscription is paying off, from local logs. No upload.

Privacy-first web analytics. Query pageviews, referrers, trends, and AI insights.