Analytics & Monitoring MCP Servers for DeepSeek Harness

Status-page map for 1,100+ SaaS/cloud vendors plus 15,700+ incidents. No API key.

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

Error tracking for small teams and their coding agents.

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

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

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

Free uptime monitoring: HTTP/TCP/TLS/DNS + MCP server checks, cron heartbeats, status pages, alerts.

Tracks the estimated carbon footprint of AI model usage, per org and project.

Free website analyzer: score any public URL 0-100 across 8 quality dimensions. No auth.

Checks x402 Bazaar resource listings against the public discovery catalog and flags drops.

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

Read, filter and triage Ybug website feedback and bug reports from your AI assistant

Website uptime monitoring: live status, uptime reports, incidents, response times, failed checks

Real-time web analytics for AI agents: query traffic, funnels, revenue, and manage your sites.

Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node, React Native, Go.

Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.

Query live Mac system metrics, listening ports, and Claude Code and Codex session history.

Free owned-agent uptime monitoring, DNS domain proof, signed alerts and opt-in endpoint checks.

Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures.

Analytics and debugging for your MCP server — explore usage and sessions, then root-cause errors.

Renders a pipeline DAG and test-harness dashboard inline as an MCP App