Observability MCP connectors
EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool, four authenticated.
290+ quality-scored API capabilities for AI agents across 27 countries via MCP.
AI-ready vendor incident status with public active incidents and plan-scoped history.
Connect engineering metrics, DORA performance, and deploy risk scoring to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI, export controls.
Service level agreement monitoring for the Hive agent fleet
Enable secure connectivity between Sentry issues and debugging data, and LLM clients, using a Model Context Protocol (MCP) server.
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)
The Google GKE MCP server is a managed Model Context Protocol server that provides AI applications with tools to manage Google Kubernetes Engine (GKE) clusters and Kubernetes resources. It exposes a structured, discoverable interface that allows AI agents to interact with GKE and Kubernetes APIs, enabling them to inspect cluster configurations, retrieve Kubernetes resource YAMLs, monitor operations like cluster upgrades, diagnose issues, and optimize costs—all without needing to parse text output or use complex kubectl commands.
- mcpA
Gain visibility into the performance, availability, and health of your apps and infrastructure.
performance-review MCP — wraps StupidAPIs (requires X-API-Key)
RUM platform for web performance analytics, Core Web Vitals, and third-party script monitoring.
Cloudflare Workers MCP server: llm-output-quality-monitor
Real-time health monitoring and heartbeat tracking for agent services
DORA OS Conductor — 16-tool meta-orchestrator for DORA compliance workflow automation.
DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.
ResilienceOracle - 10 operational resilience tools: BIA, RTO/RPO, scenario testing.