Monitoring & Observability

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

Model Context Protocol (MCP) server for Firewalla MSP API - Provides real-time network monitoring, security analysis, and firewall management through 28 read-only tools, plus 11 opt-in write tools, compatible with any MCP client

A comprehensive Model Context Protocol (MCP) server for Grafana UI components. Provides AI assistants with complete access to 200+ React components, rich MDX documentation, Storybook stories, test files, design system tokens, and dependency analysis from

Proxy traffic by the GB on shared mobile 4G/5G and residential pools, paid in crypto.

Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.

Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor

Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.

Motor de orquestacion capability-centric v2 para agentes MCP con optimizacion always-on.

Query, monitor and schedule SQL across your databases: schemas, read-only SQL, alerts, hosts.

OpsContext for AI Agents — read-only fleet visibility (PM2/nginx/Docker/git/cron) + tamper-evident audit log + policy-as-code hooks. The ops + compliance layer Claude Code can't grow natively.

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

MCP Server for Jaeger

Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings.

A focused, read-only MCP server for migrated Papertrail logs

Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.

MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)

The largest Claude Code plugin marketplace. 500 plugins, 600+ developer tools in one MCP server. Security, testing, DevOps, CI/CD, databases, frontend, backend, API design, ML/AI, mobile, cloud, serverless, authentication, monitoring, and more.

Memory the human governs, on their own machine, plus what other coding agents here wrote.

Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.

MCP server for conducting dynamic, conversational surveys with structured data collection.