Code and development

Errors and monitoring: tools for AI agents

Read errors, logs and metrics from Sentry, Datadog, Grafana and others. The best matches among the MCP servers, command-line tools, web APIs and Claude Code plugins AptLynx checks every night, working ones first.

MCP servers

• io.github.getsentry/sentry-mcp Verified publisher · Needs a sign-in or key
  MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
• Duvera Gateway: datadog__logs_view Verified publisher · Working at last check
  [datadog · risk:low] Search and read logs from Datadog over a time range
• Perceptdot Sentry Runs on your computer
  AI agent vision for Sentry error tracking — with ROI measurement. perceptdot.com
• com.mcparmory/sentry Verified publisher · Runs on your computer
  Track errors, manage performance alerts, and configure dashboards and monitors
• com.mcparmory/datadog Verified publisher · Runs on your computer
  Monitor infrastructure, manage agents and deployments, track metrics, logs, and events
• Vibekit: vibekit_app_logs Working at last check
  Fetch recent container/application logs for an app. Use this to debug crashes, errors, or a deploy that isn't serving.
• WormaCeptor Verified publisher · Runs on your computer
  Inspect a running Android debug app: network traffic, crashes, logs, databases and preferences
• io.github.mcpsmiths/tracehub-mcp Runs on your computer
  Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.
• io.github.TANTIOPE/datadog-mcp Runs on your computer
  Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
• io.github.us-all/datadog Runs on your computer
  Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet
• elmah.io Verified publisher · Needs a sign-in or key
  Search logs, investigate errors, check deployments, and monitor uptime for your elmah.io org.
• Sighttrue: registry_health Working at last check
  Recorded outages of the package registries themselves, kept after their status pages drop them. Requires a key; see https://sighttrue.com/pricing.
• Clickwise: get_program_status Verified publisher · Working at last check
  Read the application and pending question using application_id and access_secret.
• Loggerhead Verified publisher · Runs on your computer
  Read the logs, metrics, and traces of the app you are editing, from the Loggerhead Mac app.
• Superlog Verified publisher · Needs a sign-in or key
  Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

Command-line tools

• coterm
  CLI tool by Datadog for terminal recording and approvals
• sentry
  Sentry CLI - A command-line interface for using Sentry built by robots and humans for robots and humans sentry sentry-cli crash-reporting
• humanlog
  Logs for humans to read
• sentry-native
  Sentry SDK for C, C++ and native applications
• logdy
  Web based real-time log viewer
• Datadog Security CLI
  Datadog Security Product CLI

Web APIs

• Hardware Sentry TrueSight Presentation Server REST API
  Hardware Sentry TrueSight Presentation Server REST API iot
• Error Reporting API
  Groups and counts similar errors from cloud services and applications, reports new errors, and provides access to error groups and their associated errors.…
• Amazon CloudWatch Logs
  You can use Amazon CloudWatch Logs to monitor, store, and access your log files from EC2 instances, CloudTrail, and other sources. You can then retrieve the…
• Amazon CloudWatch Application Insights
  Amazon CloudWatch Application Insights Amazon CloudWatch Application Insights is a service that helps you detect common problems with your applications. It…
• Reports API
  The Vonage Business Cloud Reports API enables you to retrieve call logs for your account. Your application must subscribe to the Reports API suite to use this…
• Amazon AppConfig
  Use AppConfig, a capability of Amazon Web Services Systems Manager, to create, manage, and quickly deploy application configurations. AppConfig supports…

Claude Code plugins

• sentry
  Sentry error monitoring integration. Access error reports, analyze stack traces, search issues by fingerprint, and debug production errors directly from your…
• datadog
  Use Datadog directly in Claude Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural…
• sentry-cli
  Skills for using the Sentry CLI to interact with Sentry from the command line monitoring
• webapp-testing
  Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing…

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Related topics

• GitHub and code hosting
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• Cloud and hosting
• Docker and Kubernetes
• APIs and testing
• Developer documentation
• Running code
• Security scanning
• Design tools
• Mobile apps

Listing text is written by each tool's maker; AptLynx lists tools and does not vouch for them.