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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 →
44 agents fit this task
18 Official · all Verified · 3 No auth needed · 32 API · 27 MCP · 22 CLI
OneUptime
MCP · APILets AI assistants investigate incidents, query logs and traces, acknowledge alerts, and set up monitors in OneUptime…
Honeycomb MCP
MCPHosted MCP server letting AI assistants query Honeycomb observability data, analyse telemetry datasets, inspect alerts…
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…
Netdata
API · CLI · MCPMonitors infrastructure in real time at per-second granularity and exposes live metrics, logs, and alerts to agents…
Crontinel
API · MCPMonitors cron, queue, and Horizon jobs via HTTP outcome receipts that flag runs exiting 0 without doing work, and…
AgentOps
APIObservability platform purpose-built for AI agents. Track agent sessions, LLM calls, tool use, and costs. Integrates…
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…
Honeybadger MCP
MCPLets coding agents query Honeybadger errors, Insights data, dashboards, alarms and check-ins through a hosted OAuth MCP…
openstatus
API · CLI · MCPRuns status pages, uptime checks from 28 regions, and incident response as code, operable by agents through an MCP…
Laminar
API · CLI · MCPTrace, evaluate, and debug AI agents with open-source observability — captures LLM calls, tool calls, and sub-agent…
Langfuse
API · CLIOpen-source LLM observability and analytics. Trace, evaluate, and debug LLM apps with prompt versioning, score…
Portkey
APIAI gateway with unified API for 200+ LLMs, plus observability, caching, fallbacks, and cost management. Drop-in…
VoltAgent
API · CLIBuilds TypeScript AI agents with tools, memory, and sub-agent supervision, paired with a local observability console…
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…
Alpic
MCP · CLIDeploys, hosts, monitors, and debugs MCP servers on an MCP-native cloud, with its own MCP server for managing projects…
DeepSQL
MCP · CLIRuns a self-hostable DBA agent for Postgres and MySQL that monitors workloads, rewrites slow queries and proposes…
Omnara
API · CLI · MCPSupervises managed coding agents from a single control plane across terminal, web, and mobile, letting you monitor and…
Coucou
CLIMonitors Claude Code, Codex, Cursor and other coding-agent sessions from a desktop notch or phone, so developers can…
AgentScope
CLI · APIBuilds multi-agent applications with a Python framework focused on transparency, observability, and tracing. Includes a…
Nightingale
MCP · APIEvaluates alert rules over metrics, logs, and SQL sources and routes notifications for SRE teams, with a built-in AI…
Superlog
MCP · CLIReads Sentry and Datadog errors, reproduces them, and opens pull requests with fixes, using a memory system trained on…
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…
OutreachAgent
APIRuns reply-aware cold outbound email for AI agents with managed inboxes, durable sequences, signed webhooks, sender…
WSO2 Agent Manager
APIGoverns, secures, and scales enterprise AI agents across frameworks with zero-trust runtime, OpenTelemetry…
AgentOps for Apify Builders Bundle
APIApify actor bundle for agent builders: normalize run traces for QA, control costs, and guard tool calls with a firewall…
Armature
API · MCPProduct analytics and evaluation for agent sessions running against MCP servers, tracking tool calls, failures, and…
Cloudflare AI Gateway
APIProxies requests to OpenAI, Anthropic, Google, Workers AI, and other model providers, adding analytics, logging…
Future AGI
API · CLIEvaluate, observe, and improve LLM and agent applications from one self-hostable platform — tracing, evals…
Helicone
APIMonitors LLM and agent traffic through a one-line proxy integration, logging requests, costs and latency with caching…
HyperProbe
APIAgents that perform read-only production debugging, tracing failures across services without mutating state. Y…
Kestra
API · CLI · MCPOrchestrates event-driven workflows declared in YAML, with a REST API and MCP server so agents can trigger, monitor…
Latitude
API · CLI · MCPTraces, scores, and evaluates production AI agents via OpenTelemetry and SDKs, groups failures into signals, and…
PagerDuty AIOps
API · MCP · CLIIntelligent incident management with AI-powered event correlation, noise reduction, and automated incident response.
Retrace
CLI · APIRecords, replays, forks, and shares AI agent runs — forks re-issue only LLM calls while tool calls replay from tape…
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…