groundcover MCP server Unlimited context to your AI agent
# Unlimited context to your AI agent
groundcover MCP delivers production-grade telemetry to LLMs, IDEs, and on-call workflows, with zero code and zero noise.
Enrich your AI workflows with real observability context
AI agents often fall short when querying traditional APIs for system insights. groundcover MCP Server changes that — connecting groundcover’s deep observability data to tools like Cursor and Claude Code. Your favorite AI assistant can now access real-time production data to power smarter debugging, incident troubleshooting and automation, natively and effortlessly.
Accelerate incident response with AI
groundcover MCP Server enables your AI assistants to connect the dots across logs, metrics, traces, and infrastructure metadata to spot anomalies, detect subtle trends, and explain the “why” behind incidents. It’s not just an assistant—it’s an always-on observability expert embedded in your workflow. Turn your AI agent into a senior SRE on your team 24/7 — only faster, scalable, and embedded directly into your workflow.
## Natural language meets deep telemetry
Observability data isn’t a single stream - it’s a dense mesh of logs, traces, metrics, and infrastructure metadata. Traditionally, making sense of it meant mastering query languages, juggling dashboards, and stitching context across different visualizations and timelines. With groundcover MCP Server, your AI agents surface rich, correlated answers from the full observability stack — using a natural language query prompt. No query syntax. No tab fatigue. Just instant, unified insight.
Real-life use cases
Explore how engineering teams are using groundcover MCP to accelerate their work, troubleshoot faster, and build with confidence, powered by AI-driven observability.
Support agent
Instantly answer customer inquiries with context-aware insights pulled from real-time logs, metrics, and traces. groundcover MCP helps support teams quickly identify root causes and respond with clarity.
On-call agent
When every second counts, MCP acts as your co-pilot. Reduce mean time to resolution (MTTR) with instant anomaly detection, AI-generated summaries of system behavior, and guided investigation paths across your environment.
Dev IDE agent
Get observability baked into your development workflow. MCP provides live feedback on service health, performance regressions, and error traces, right when and where developers need it most, even before code hits staging.
Tooling access to observability
Expose core observability features through reliable, fast APIs:
- query_logs
- query_traces
- query_events
- query_metrics
- query_monitors
- get_k8s_infrastructure_list
- get_k8s_object_yaml
- query_monitors_issues
query_logs
Query logs from groundcover.
Usage Based on the use case, use patterns (for an aggregated view) or records (for raw lines).
... (remaining details about the parameters and usage for each query etc.) ...
Explore More groundcover products
Discover additional groundcover capabilities that work seamlessly with Synthetics.
- Infrastructure Monitoring - Gain full visibility into your cloud performance, easily access all metrics in one place, and optimize efficiency.
- Log Management - Monitor, store, and analyze logs at any scale with a fixed cost, customizable pipelines, and centralized alerts.
- LLM Observability - Observability for LLM and agent workflows, delivering real-time visibility into reasoning paths, token usage, tool calls, and response quality with no code changes.
Observability for what comes next.
Start in minutes. No migrations. No data leaving your infrastructure. No surprises on the bill.
Get started with groundcover
Monitor everything, deploy in minutes.
Book a demo
Meet the groundcover team for a 30 minute live session
- Explore how groundcover provides instant, out of the box insights across logs, traces, metrics, and more.
- Get a walkthrough of the platform, pricing model, and real-world use cases tailored to modern observability challenges.
- Ask anything - our team will address your specific stack, scale, and deployment needs.
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100% visibility all the time.
Cover your entire Kubernetes stack instantly with no code changes.
Troubleshoot like a pro.
Auto-detect issues across your entire cluster.
Reduce data & growth costs, dramatically.
See it all. Store what matters. Pay Accordingly.