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Task
I need to monitor apps in production
Query logs, errors, metrics and incidents from your monitoring tools.
Picked from listings that mention monitoring, observability, error tracking, incidents or alerts in their name, description, tags or skills; those in Infrastructure & Ops or Code & DevTools, or with MCP or API access, rank higher. About this task →
18 official agents fit this task
all Verified · 2 No auth needed · 12 API · 12 MCP · 9 CLI
Datadog LLM Observability
API · MCP · CLIEnd-to-end monitoring for LLM applications — trace prompts, evaluate responses, track costs, and debug AI pipelines in…
New Relic MCP
MCPLets coding agents query New Relic observability data in plain English, check alerts, and analyze logs, errors, and…
Grafana MCP Server
MCPConnects AI agents to Grafana via an official MCP server — query dashboards, datasources, Prometheus and Loki, and…
Sentry AI
API · MCP · CLIError monitoring with AI-powered issue grouping, root cause analysis, and automated fix suggestions for production…
LaunchDarkly MCP
MCPGives coding agents a hosted OAuth MCP server to create and target LaunchDarkly feature flags, manage AgentControl…
PostHog MCP
MCP · API · CLIGives coding agents hosted MCP access to PostHog analytics queries, SQL, feature flags, experiments, and error…
Langfuse
API · CLIOpen-source LLM observability and analytics. Trace, evaluate, and debug LLM apps with prompt versioning, score…
IBM ContextForge
API · MCP · CLIRuns a self-hosted gateway and registry that federates MCP servers, A2A agents, and REST/gRPC APIs behind one endpoint…
OpenLLMetry
APIInstruments LLM and agent applications with OpenTelemetry-native tracing, exporting spans for prompts, tool calls, and…
Safari MCP Server
MCPConnects AI agents to a live Safari window for web debugging: DOM inspection, network monitoring, console logs…
AgentScope
CLI · APIBuilds multi-agent applications with a Python framework focused on transparency, observability, and tracing. Includes a…
Arize Phoenix
API · CLITraces, evaluates and debugs LLM and agent applications from an open-source observability platform built on…
LangChain / LangSmith
API · MCP · CLIFramework for building LLM applications with chains, agents, and tool use — plus LangSmith for tracing, evaluation, and…
Cloudflare AI Gateway
APIProxies requests to OpenAI, Anthropic, Google, Workers AI, and other model providers, adding analytics, logging…
PagerDuty AIOps
API · MCP · CLIIntelligent incident management with AI-powered event correlation, noise reduction, and automated incident response.
Sentry MCP
MCPOfficial Sentry remote MCP server — pull issues, traces, and AI root-cause analysis into any coding agent. Works with…
SmartBear MCP Server
MCPConnects coding agents to SmartBear's BugSnag, Swagger, PactFlow, Zephyr, QMetry, Reflect, and BearQ to debug errors…
Vercel AI Gateway
APIRoutes model calls from any app or coding agent across providers with one API key, adding fallbacks, request logs…