How DrDroid’s MCP Server Puts Production Context Inside Claude Code and Any IDE

Your code lives in your IDE. The context you need to debug it lives everywhere else.

That gap is the whole problem. So recently we found the solution for it. DrDroid now has an MCP server, and it puts the production context we've already built for your stack, alerts, traces, past incidents, service relationships, infrastructure metadata, directly inside Claude Code or any MCP-compatible IDE.

If you're already running DrDroid, here's how it works.

What's the need for it?

You know the problem. Latency triples, the failing trace is open in your editor, and the fix is probably one line. But the line you need depends on what you can't see from the trace alone. The alert that fired four minutes ago. The deploy that went out at 14:32. The incident from three weeks back with the same signature.

DrDroid already knows all of that. It's in the knowledge graph. The problem was that the graph lived on DrDroid's side and your editor lived on yours, so you'd jump out of the IDE to go get it. The MCP server removes the layer now. The context graph you already rely on now answers from inside the editor where you're writing the fix.

How it work

Connect your IDE and you're querying the context graph directly. On the other end:

• Alerts: current and historical, across every monitoring platform you've connected

• Traces: distributed tracing data from your services

• Past incidents: the full investigation history and root cause analysis, not just that something broke but how it was fixed

• Service relationships: dependencies, upstreams, downstreams

• Infrastructure metadata: Kubernetes, databases, connector configuration

Past incidents is the one worth calling out. Most tooling tells you what's broken now. DrDroid tells you this exact problem happened on March 14th and here's what resolved it. That history is the difference between an agent that hands you telemetry and one that hands you the answer.

The Architecture

Lets understand that your IDE is the client. DrDroid is the server and they talk over SSE.

The server pulls your production context into the editor. Nothing mutates through it. The agent reads your incident history. It does not get to restart your pods. For a tool sitting one query away from production, that boundary is the point.

Because it runs against your DrDroid instance, the same access you already have governs what the MCP server can see. It doesn't need any new surface or any separate permission to reason about. What it looks like in practice

You're in Claude Code with a traces open. You ask, in the same session:

What happened with payment-service last night?

The server returns, inline: the alerts that fired in the last 24 hours, the related deployments, the past incident investigations that match, and the service dependency graph. No alt-tab. No reassembly. The answer arrives next to the code you're about to change.

Each capability is a tool the agent invokes on its own during an investigation, or that you call directly.

The CI/CD set, for example:

list_pipelines()              # discover CI/CD pipelines
get_pipeline_runs()           # recent executions
get_run_logs()                # detailed logs from a run
get_deployments()             # deployment status
get_pipeline_health_summary() # reliability trends over time

Conclusion

If you're a using Drdroid, point Claude Code at your Drdroid /mcp endpoint and the knowledge graph you've been building is live in your editor or you can build your own skills. Open a claude code session, ask it about last night's incident, and watch it pull the alerts, the deploys, and the matching past incident without you touching another tab.

The next time something breaks at 2 AM, you will not be looking for the context. It will already be where your cursor is.