Best Alternatives to Observability AIops

Governed SolarWinds Orion + PRTG ops: canned SWQL, alert rollup, health, 31 tools.

Dynatrace Mcp

Runtime: npx

Local MCP server providing AI-driven access to Dynatrace observability data via natural language queries.

Governed local-LLM (Ollama) observability: model policy, prompt scanner, 18 tools.

Langfuse Mcp Java

Runtime: npx

Java MCP server providing full observability and management of Langfuse traces, sessions, prompts, datasets, and evaluations.

Statuscraft

Runtime: npx

MCP server providing live status and incident details for 3355 software services from official status pages.

Byok Observability Mcp

Runtime: npx

Local MCP server to query Grafana, Prometheus, Kafka UI, and Datadog with BYOK credentials in env vars.

Mcp Server

Runtime: npx

MCP server for AI agent evaluation with trace logging, output quality checks, cost tracking, and a real-time dashboard.

Mcp Grafana

Runtime: uvx

Access and manage Grafana dashboards, datasources, queries, incidents, and permissions via MCP.

Query and analyse your data from Bitmovin Observability

MCP server for Altmetric APIs - track research attention across news, policy, social media, and more

Independent monitoring: status, monitors, and incidents from your StackWitness workspace.

Homebutler

Runtime: npx

CLI-first homelab management server for monitoring, Docker control, Wake-on-LAN, network scanning, and alerts via SSH.