Monitoring & Observability
481 results
- AgentOps MCPAgentOpsOfficialGives agents access to AgentOps observability and trace data for debugging AI agent runs.
- Spanlens MCP ServerSpanlensOfficialRead-only access to Spanlens LLM observability data: request logs, costs, agent traces and anomalies.
- Sentry MCP (TypeScript)SentryOfficialRetrieves and analyzes Sentry error data and works with Sentry projects through its API.
- Digma MCP ServerDigmaOfficialUses OpenTelemetry/APM data collected by Digma to analyze code at runtime, flag risky code and help with reviews and issue fixing.
- Edge Delta MCP ServerEdge DeltaOfficialLets agents query Edge Delta logs, patterns, events and anomalies to find root causes and tune pipelines.
- IrisIrisOfficialEvaluates agent outputs for quality, safety and cost, with trace logging, eval rules, PII detection and a dashboard.
- NimbusNimbusOfficialLocal-first on-call agent for DevOps teams with read-only search over an indexed stack (GitHub, Jira, Slack, PagerDuty, Datadog): incidents, PRs, deployments and DORA metrics.
- Gremlin MCPGremlinOfficialLets agents review reliability posture, recent tests and chaos engineering experiments in Gremlin and produce reports.
- Tusk Drift MCPTuskOfficialLets agents query API traffic data recorded by Tusk Drift.
- LastPingLastPingOfficialAlerts when AI agents, cron jobs or CI/CD pipelines fail, stall or go silent, with incident details.
- Dash0 MCP ServerDash0OfficialLets agents navigate OpenTelemetry resources, investigate incidents and query metrics, logs and traces on Dash0.
- Metrx MCP ServermetrxbotsOfficialTracks AI agent spend across providers, suggests cheaper model choices, enforces budgets, detects cost leaks and reports ROI.
- HostTracker MCPHostTrackerOfficialUptime monitoring with HostTracker: HTTP, ping, port, DNS and blacklist checks, plus monitors, incidents and status pages.
- UptyBots MCP ServerUptyBotsOfficialManage UptyBots monitors for websites, APIs, SSL certificates, domain expiry and ports, and view incidents and uptime history.
- HeyOnCall MCPHeyOnCallOfficialPages a human by sending critical or non-critical alerts to the HeyOnCall iOS and Android apps.
- Multiplayer MCP ServerMultiplayerOfficialGives LLMs access to Multiplayer full-stack session recordings so recorded bugs can be analyzed and fixed.
- openITCOCKPIT MCP ServeropenITCOCKPITOfficialReads openITCOCKPIT monitoring data: host and service state, check history, logs, downtimes, acknowledgements, software inventory and pending updates.
- World MonitorworldmonitorReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
- NetdatanetdataReal-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
- mcpkubesharkeBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
- openstatusopenstatusOpen-source status page, incident response and uptime monitoring
- OneUptimeoneuptimeManage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime.
- ZenfeedglideaChinaMake RSS 📰 great again with AI 🧠✨!! 数据打标请联系 glidea123 (数万并发随时狂飙)
- SuperlogsuperlogOpen-source observability tool that uses AI agents to self-heal your software