Best Monitoring & Logs MCP servers.

Food logging, nutrition summaries, and meal photo calorie and macro estimates.

Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, system composition.

Register every AI agent, log every action, prove it. EU AI Act compliance built in.

Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

AI bookkeeping for small business. Create invoices, log expenses, and check P&L by voice or text.

Track time on usetimebook.com - start/stop timers, log entries, list projects/clients.

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

Tamper-evident audit log service for agent-to-agent transactions

Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI Act ready.

Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI Act and SOC 2 ready.

Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

Immutable event logging and audit trail for agent transactions

Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist

Debug production issues using Shipbook logs and Loglytics error insights.

MCP server exposing Kettle Logic insight articles & industry guidance as tools + resources.

Company & brand data by domain or ticker/ISIN: industry, headcount, HQ, social, colors, logos.

Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.

Log, evaluate, and ground AI decisions against authority context. Returns PASS, WARN, or BLOCK.

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.