Monitoring & Observability

MCP server for Azure SQL Database - queries, schema exploration, and optional write operations

SiteLens Browser Intelligence via MCP + CLI: browser automation, observability, diagnostics, visual regression, and evidence—Local Playwright browsers, flows/scenarios, Playwright Codegen to SiteLens flows, optional Cloud/API; no Docker required

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

Runtime feedback MCP server for AI coding agents. ViewGraph sees the UI - TracePulse feels the backend.

Website change monitoring MCP server — track URL changes, compare snapshots, extract content with CSS selectors. Monitor competitor sites, pricing pages, job boards. SQLite-backed with diff history.

Drop-in client for Glimind — the reliability layer for AI agents. Ask if an MCP tool is up right now, get a known-good input shape, fail over to live alternatives, and report outcomes (privacy-preserving) so the data gets better for everyone.

MCP server for IBM Concert Operate (AIOps) v2 API

MCP server for Pulspeed — website performance monitoring via PageSpeed Insights and AI analysis. Works with Claude, Cursor, Windsurf, and any MCP-compatible AI agent.

AgentCost — AI Agent Spend Analysis. MCP server that analyzes Claude Code session logs to find token waste and optimization opportunities. Free preview tier included.

MCP server (stdio) wrapping the Sumo Logic Search Job API for agent-driven log triage

Tailpipe MCP server to query cloud and security logs using AI.

Kaboom Agentic Browser is an AI debugger, inspector, and verification toolkit for local-first browser development workflows.

Production-ready MCP server with a cinematic ops dashboard — dual-interface (stdio + HTTP), 13 dev/system tools, Docker-scale observability with Grafana & Prometheus.

MCP server for SolarWinds Papertrail log management — gives AI coding assistants (Copilot, Claude, Cursor) access to your production logs via the Model Context Protocol

MCP server for Uptime Kuma — monitor management, heartbeats, status pages, and notifications for AI assistants

Monitor and control terminal sessions from a CLI, a local web admin, or an MCP server -- iTerm2 on macOS, tmux everywhere else (including over SSH on Linux) -- with a cron scheduler for recurring sends.

🚀 Debug server logs in under 30 seconds - AI-powered MCP server with rapid debugging, real-time monitoring, and actionable fixes

MCP server for CraftRift Verify API - verify websites, SSL certificates, DNS propagation, and API health

MCP server for the Beszel system/container monitoring tool

Behavioral trust scoring MCP server for 14,800+ MCP servers — runtime reliability, anomaly detection, and compliance reporting for the agent economy