Sentry REST API
Error tracking and performance monitoring REST API for querying issues, events, releases, and projects — enabling automated triage, alerting, and integration of Sentry error data into agent workflows.
Elastic Cloud API
Elastic's managed cloud service API for provisioning and managing Elasticsearch and Kibana clusters, with access to the full Elasticsearch REST API for search, log analytics, and vector search.
Honeycomb
Observability platform for distributed systems that enables high-cardinality event exploration and debugging via a query API, supporting OpenTelemetry ingestion and powerful BubbleUp analysis.
Papertrail API
Simple cloud log management service with a REST API for searching, tailing, and managing server logs aggregated from syslog, TCP, and HTTP log shipping.
Sumo Logic API
Cloud-native log analytics and SIEM platform API for running log searches, managing data sources, creating dashboards, and configuring security insights from agent workflows.
Logz.io API
Managed ELK/OpenSearch platform (Elasticsearch, Logstash, Kibana) providing hosted log management, infrastructure monitoring, distributed tracing, and SIEM capabilities via REST API.
Lightstep (ServiceNow Cloud Observability)
Distributed tracing and observability platform (now part of ServiceNow as Cloud Observability) that analyzes OpenTelemetry traces at scale, with APIs for querying telemetry data and managing observability configuration.
Sentry MCP
An official MCP server from Sentry that connects AI coding assistants to Sentry error tracking, enabling natural language queries over issues, events, traces, and performance data for AI-assisted debugging workflows.