Monitoring & Observability

Model Context Protocol (MCP) server for local system statistics, CPU, RAM, Disk, GPU, and process monitoring.

Real-time terminal monitoring & control for AI Agent long-running commands

MCP server for Upgoose — let your AI coding agent read your production errors, stack traces and AI diagnosis, and resolve them

Get more out of Claude, Codex and other AI coding tools: cuts up to 90% of the tokens from logs and stack traces before the model reads them. MCP server.

Standalone MCP server for AgentPulse — monitor and orchestrate AI coding agent sessions from any MCP-compatible client.

Export OpenTelemetry traces from n8n AI Agent workflows to Opik, Langfuse, or any OTLP/HTTP JSON collector. Captures model calls, tool calls, tokens, latency, and optional content.

AI agent call ledger. Track every tool call, LLM request, cost, and outcome. In-memory by default, exportable to JSON/CSV. The Stripe dashboard for your agents.

MCP server to find Reddit threads where your product genuinely fits, reconstruct the conversation, and gate drafted replies against a claim boundary you define. Read-only: never posts, votes, or automates an account.

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

A DVR and time-travel debugger for AI browser agents (MCP). Records every session — screen, DOM, network, console, storage — with provenance, so an agent can rewind to the moment it broke and see exactly what happened.

CLI for ClawWatch — real-time observability for NemoClaw and E2B AI agent sandboxes

Sentinel OS MCP Server — 27 AI agent tools for critical infrastructure security intelligence. Real-time maritime threat detection, vessel tracking, cable risk scoring, dark vessel identification, drone dispatch, space weather monitoring, and autonomous th

Model Context Protocol server for Vigiles incident management. Lets AI assistants query your workspace monitors, incidents, deployments, and on-call rotation.

Autonomous In-Browser AI Debugging & Observability Agent

See where a Copilot CLI or pi coding-agent session spent its time, tokens and credits, and what to change.

MCP server that rafts logs, code, and tickets into investigation reports.

AweeClaw Harness Core - AI Agent 驾驭架构核心包，提供管道、中间件、能力注册、可观测性、生命周期管理等通用能力

Open-source agent observability — replay, metrics, logs & shareable snapshots

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

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.