Grafana plugins

Diagnose performance bottlenecks, implement distributed tracing, and manage incident response with Prometheus, Grafana, OpenTelemetry, and Datadog. Define SLIs/SLOs, run blameless postmortems, and build production-ready observability pipelines for microservices and infrastructure.

Run a local stdio MCP server to programmatically access and query Grafana dashboards, panels, datasources, metrics, logs, and alerts directly from your IDE or tools, without needing to configure secrets.

Provides 193+ expert skills for every major Azure service—compute, data, AI/ML, networking, security, and management—delivering troubleshooting, architecture guidance, deployment patterns, and best practices directly in your development workflow.

Helps Qdrant users optimize and manage vector search deployments through tuning performance, diagnosing search quality, scaling clusters, deploying infrastructure, upgrading versions, and using client SDKs.

Deploy full Home Assistant smart home platforms on Ubuntu servers via Docker Compose, configure Lovelace dashboards, automations, energy monitoring, cameras, sensors, and local LLM voice assistants with Ollama; manage entities, troubleshoot issues, audit security, and optimize via natural language commands, YAML generation, and agentic workflows.

Run structured product discovery workflows: brainstorm ideas from PM/designer/engineer perspectives, build opportunity solution trees, prioritize features/assumptions with ICE/RICE/risk matrices, design low-cost experiments, generate user interview scripts/summaries per Mom Test/JTBD, and spec metrics dashboards with Markdown outputs.

Scaffold Grafana v12.x plugin projects (panels, data sources, apps, backends) with @grafana/create-plugin and Docker hot-reload dev environments. Develop full lifecycle using React/Go/TypeScript SDKs: build, test, sign, publish. Query Prometheus/Loki billing metrics (active series, ingestion, storage, cardinality, costs) via Grafana API.

Architect end-to-end IoT systems from embedded firmware development and protocol selection (MQTT, CoAP) to edge computing on Docker/Kubernetes, device security with TLS/secure boot, time-series data pipelines using ClickHouse/Prometheus/Grafana, cloud integrations with AWS IoT Core/Azure IoT Hub/GCP, and digital twin modeling.

Configure, authenticate, and operate the grafana-assistant CLI in Docker and Bash environments to query Grafana instances and run ops investigations through the Grafana Assistant API.

Deploy and configure Grafana MCP server via Docker, binary, or Helm to expose 50+ API tools for AI-assisted creation, management, and troubleshooting of dashboards, datasources, alerting rules, and incidents in Grafana 9.0+.

Act as expert vmkteam Go developer handling full SDLC for API services: scaffold projects with PostgreSQL repos and zenrpc, decompose and resolve YouTrack tasks end-to-end, perform multi-persona GitLab MR code reviews, automate CI/CD deploys to Nomad, monitor Prometheus/Sentry/Grafana/Loki metrics/logs/errors, investigate production incidents, generate RPC clients, and run Playwright browser automation.