Monitoring & Observability MCP Servers

Sentry error, issue, and performance data for AI coding assistants.

Access DataForSEO API services to retrieve SERP, keyword, and backlink data for your AI.

Query logs, metrics, and incident data from Datadog observability tools within AI agents.

Query Prometheus metrics and execute PromQL via standardized MCP interfaces.

PagerDuty incident management, on-call schedules, and reporting inside your IDE.

Apple Developer Documentation access for AI assistants via natural language queries.

JFrog Platform API access for repository management and build tracking.

User-validated AI interactions via dual Desktop and Web UI interfaces.

Shell command execution with whitelist-based safety and resource controls for LLMs.

Access LinkedIn profiles, job searches, and messaging through the Model Context Protocol.

Google Cloud CLI commands executed through natural language prompts for AI assistance.

Sentry error data access and project management for AI agents.

Cloud Run deployments via MCP agents, IDEs, and CLI tools.

Proxmox virtualization and LXC container management for AI agents.

ServiceNow incidents, tables, and scripts accessed via natural language tools.

Dynamic instrumentation for mobile and desktop applications via Frida toolkit scripts.