#Log Analysis MCP Servers

Monitor infrastructure, applications, and logs with unified observability that gives you full-stack visibility in real time.

Monitor applications via Datadog. Query performance metrics, search logs, and list active monitors directly from any AI agent.

This MCP does exactly one thing: it queries logs from a single CloudWatch Log Group. That's its only function, and nothing else. Incredible for giving your AI secure observability.

Connect your AI to Sumo Logic. Orchestrate log searches, monitor active collectors, and analyze system events efficiently.

Manage logs and observability data via Axiom. Ingest data, run APL queries, and manage datasets or monitors directly from any AI agent.

Stop LLM hallucination when extracting entities. Run pure Regex across massive text blocks and guarantee 100% accurate array extraction.

Enable your AI agent to manage CI/CD processes, inspect execution logs, and list organizations in your self-hosted Concord instance.

Decode raw HTTP User-Agent strings instantly. Extract structured Browser, OS, and Device data for accurate IT log analysis.

Manage cloud logs via Loggly. Send events, execute Lucene searches, and analyze infrastructure metrics directly from your AI agent.