Monitoring & Observability

MCP server for logslim — compact noisy test/build/cloud-log output before an AI agent reads it.

MCP (Model Context Protocol) server exposing the Airbrake public API to LLM clients — projects, error groups, notices, deploys, v5 APM, source maps, and the v3 Notifier.

🎯 Focused MCP Server - AI规划质量预测与优化 | 专注解决AI生成开发规划质量不稳定的核心痛点

MCP server for browser inspection with Puppeteer - network monitoring and console error tracking

ps/top for your AI coding agent — see and live-watch every shell command Claude Code, Codex, or OpenCode runs, with live CPU/RAM per process.

Find the mistakes your coding agent repeats, and stop them. Wraps a prebuilt binary; no Rust toolchain required.

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 website operations - Google Marketing, SEO, Performance, Security & Monitoring. 121 tools for Claude.

MCP server combining systematic thinking, mental models, debugging approaches, and stochastic algorithms for comprehensive cognitive pattern support

Local observability for Claude Code: OTLP sink, transcript backfill, and an MCP server over SQLite.

Trail MCP server — coding agents authenticate with a Trail API key and stream their runs into Trail as traces.

Sentinel OS Edge SDK — TypeScript client for maritime threat intelligence, vessel tracking, incident management, and critical infrastructure security from Node.js and browser environments.

Official npm entrypoint for Eunomia AgentSight, a system-level AI agent observability tool with an eBPF collector and Web trace viewer.

Error meter reading for AI agent families: emit, spool, sink, watch. Zero deps, Node 18+.

Analytix402 skill for OpenClaw — monitor, control, and optimize your AI agent's spend

Secure MCP server for Linux server management over SSH, including remote debugging, Docker operations, deployments, logs, health checks and controlled command execution.

A Model Context Protocol (MCP) server that provides tools for interacting with Amazon CloudWatch Logs services. This server enables AI Agent to manage CloudWatch log through a standardized interface using AWS SDK.

MCP server for Generic Web Monitor - interact with your GWM instance via Claude

Enterprise-grade MCP Server for Auto-Publishing with pre-publish validation, multi-cloud deployment, and monitoring

Official npm entrypoint for Eunomia AgentSight, a system-level AI agent observability tool with an eBPF collector and Web trace viewer.