Mcp Server Graylog
Let your coding agent query Graylog by time range and stream so you can trace incidents without leaving the editor.
Overview
Graylog MCP Server is a MCP server for the Operate phase that searches Graylog logs by timestamps and streams so agents can debug production issues.
What is this MCP server?
- Search Graylog logs filtered by timestamps for incident windows
- Narrow results by Graylog streams for service or environment isolation
- Supports agent-driven production debugging without opening the Graylog UI
- MCP stdio integration aimed at solo builders on Claude Code or Cursor
- Server schema version 1.0.2 on the MCP registry manifest
- Registry manifest version 1.0.2
- Described capabilities: timestamp search and stream filtering
What problem does it solve?
You know the answer is in Graylog but bouncing between the log UI and your editor slows solo incident response.
Who is it for?
Solo builders running Graylog who want Claude Code or Cursor to query logs during incident triage.
Skip if: Teams without Graylog, or anyone who needs metrics, traces, or alerting instead of log search.
What do I get? / Deliverables
Your agent can pull stream-scoped log slices for a time window and you fix issues with less context switching.
- Time-bounded Graylog log result sets scoped to streams
- Agent-readable log excerpts for root-cause analysis in the IDE
Recommended MCP Servers
Journey fit
How it compares
Graylog log-search MCP integration, not a full APM suite or agent skill for writing fixes.
Common Questions / FAQ
Who is Graylog MCP Server for?
Indie and solo operators who already ship to production with Graylog and want their AI agent to search logs by time and stream.
When should I use Graylog MCP Server?
Use it during Operate when debugging live errors, correlating deploy times, or answering what happened in a specific stream between two timestamps.
How do I add Graylog MCP Server to my agent?
Register the MCP server in your agent’s MCP config with stdio transport, point it at your Graylog API URL and credentials, then restart the agent so log-search tools appear.