How does Sentry MCP integrate with different LLMs?

Sentry MCP works universally with any LLM through Ravenala's Model Context Protocol implementation. Whether you prefer ChatGPT, Claude, or open-source alternatives, the connector maintains consistent functionality across all supported language models without requiring separate configurations.

Can I query historical Sentry data through chat?

Absolutely! Ask questions about error trends, performance patterns, or release comparisons across any time period. The Sentry AI connector accesses your complete historical data, making it easy to identify patterns and track improvements over time through natural conversation.

What Sentry features work with the MCP connector?

The connector supports core Sentry functionality including error monitoring, performance tracking, release health, user feedback, and custom metrics. You can query issues, analyze trends, review releases, and generate reports all through conversational commands without switching between multiple Sentry views.

Is my Sentry data secure when using the connector?

Yes, all data transmission uses Sentry's existing API authentication and encryption standards. The connector follows security best practices, never stores your sensitive data, and maintains the same access controls and permissions as your regular Sentry account configuration.

How do I set up team access for Sentry MCP?

Team setup mirrors your existing Sentry organization structure. Each team member authenticates individually with their Sentry credentials, maintaining proper access controls. Shared insights and collaborative analysis happen seamlessly while respecting your established permission boundaries and data access policies.

Can I create custom alerts through the Sentry Connector?

Yes! Set up intelligent alerts by describing conditions in plain English like 'Alert me when error rates spike above normal.' The AI translates your requirements into proper alert configurations, making alert management more intuitive than traditional rule-based setup processes.

Does Sentry MCP work with self-hosted Sentry instances?

The connector supports both Sentry SaaS and self-hosted installations. During authentication, specify your custom Sentry URL and the connector automatically configures the appropriate API endpoints. All features work identically regardless of your hosting choice, maintaining full functionality across deployment types.

What's the difference between Sentry MCP and regular Sentry?

Sentry MCP transforms your existing Sentry data into conversational insights through AI assistance. Instead of clicking through dashboards, you ask questions and get contextual answers. It's your same Sentry data, but accessible through natural language queries and enhanced with LLM-powered analysis.

How quickly can I get insights from Sentry through chat?

Most queries return results in seconds. Simple questions like error counts or top issues respond instantly, while complex analysis requests involving multiple data points typically complete within 10-15 seconds. The experience feels as responsive as having a conversation with a knowledgeable teammate.

Can I generate reports using the Sentry AI connector?

Definitely! Request reports in natural language like 'Create a weekly error summary for the mobile team.' The AI generates comprehensive reports with visualizations, trends, and actionable insights. Export options include formatted text, structured data, or shareable summaries for stakeholder communications.

Sentry

Connect

Tools

Pair Sentry with AI models (LLMs)

ChatGPT

By OpenAI

Grok

By xAI

Gemini

By Google

Sonar

By Anthropic

Details

Installs

More than 1000

Actions

176

Triggers

Website

https://sentry.io

Your guide for Sentry

Overview

Transform your error monitoring workflow with Sentry MCP, the game-changing connector that brings intelligent error analysis directly to your chat interface. Skip the context switching between dashboards and get instant insights from your Sentry data through natural conversation with any LLM, making bug triage feel less like detective work and more like having a conversation with your smartest teammate.

Whether you're debugging production issues at 3 AM or planning your next sprint, Ravenala's Sentry Connector eliminates the friction of traditional monitoring workflows. Connect once, chat naturally, and watch as complex error patterns become crystal clear through AI-powered analysis that speaks your language, not just error codes and stack traces.

How to connect Sentry MCP

Getting started with Sentry MCP is refreshingly simple: click on the Connect button on the top right, follow the steps to authenticate with your Sentry account, then you're ready to start a new chat and use Sentry tools. The entire setup takes less time than your morning coffee routine, and you'll wonder why error monitoring was ever so complicated.

Once connected, transform how you interact with your error data through natural conversation. Ask questions like 'What are the top errors from yesterday?' or 'Show me performance issues affecting mobile users' and watch as your Sentry AI assistant delivers precise insights without navigating through multiple dashboard tabs or remembering complex query syntax.

Top benefits of using Sentry through chat

Lightning-Fast Error Triage

Skip the dashboard maze and ask direct questions like 'What caused the payment failures this morning?' Get instant context, affected users, and suggested fixes in seconds. Turn hours of investigation into minutes of conversation, because production issues don't wait for anyone to remember where that filter button lives.

Intelligent Release Monitoring

Chat your way through release health checks with queries like 'How is version 2.1.4 performing?' Get real-time deployment insights, crash rates, and performance metrics delivered conversationally. Make post-deployment monitoring as easy as asking a colleague how things are going, minus the awkward small talk.

Team-Wide Error Insights

Transform error data into collaborative discussions by asking 'What should our team focus on this sprint?' Share AI-generated priority lists and impact assessments instantly. Turn scattered Slack threads about bugs into focused, data-driven conversations that actually move the needle on code quality.

Sentry

Tools

access-project-informationRetrieves detailed information for a Sentry project, given its existing organization and project id or slug.

access-project-information

add-organization-member-via-emailInvites a new member (or re-invites an existing non-accepted member) to a Sentry organization via email, allowing specification of organization and team roles.

add-organization-member-via-email

add-remove-user-email-by-idAdds or removes a secondary email for an existing Sentry user, determined by whether the email already exists for that user.

add-remove-user-email-by-id

add-team-member-in-organizationAdds an existing member of an organization to one of its teams; the member must already belong to the organization, and the team must also belong to that organization.

add-team-member-in-organization

add-team-to-projectGrants a Sentry team access to a Sentry project within the specified Sentry organization.

add-team-to-project

create-dashboard-with-widgetsCreates a Sentry dashboard with widgets for an organization; `organization id or slug` and specified `project` ids must be valid, and `start`/`end` datetimes (if absolute range) must form a logical iso 8601 range.

create-dashboard-with-widgets

create-external-user-for-organizationLinks a Sentry user to an external identity provider's user within a Sentry organization; the Sentry user must be an organization member, an active integration for the provider must be configured, and `external id` is typically required for the external user.

create-external-user-for-organization

create-organization-alert-ruleCreates a Sentry metric alert rule for an organization, mandating a 'critical' trigger, typically for a single project, where actions may require Sentry integrations.

create-organization-alert-rule

create-organization-monitorCreates a new monitor (type 'cron job') within a Sentry organization to track scheduled tasks, allowing configuration of its name, slug (which must be unique if provided), status, owner, and muting preferences for incidents.

create-organization-monitor

create-organization-teamCreates a new team in a Sentry organization, requiring either a 'slug' (preferred, as 'name' is deprecated) or 'name' to define the team.

create-organization-team

create-project-key-with-optional-rate-limitingCreates a new client key (dsn) for an existing Sentry project, with optional custom rate limit configuration.

create-project-key-with-optional-rate-limiting

create-project-rule-for-alertsCreates a Sentry project alert rule by defining conditions, actions, and optional filters using specific json structures (detailed in parameter descriptions) to automate responses to event patterns for an existing organization and project.

create-project-rule-for-alerts

create-project-webhook-subscriptionRegisters a new webhook subscription for a Sentry project to send http post notifications to a specified url for given events, provided the project has the 'servicehooks' feature enabled.

create-project-webhook-subscription

create-release-deploy-for-orgCreates a new deploy record in Sentry to track the introduction of a release version into a specific environment.

create-release-deploy-for-org

create-release-for-organizationCreates a new Sentry release for an existing organization, associating it with specified projects that must belong to that organization.

create-release-for-organization

create-scim-group-for-organizationCreates a new Sentry team (scim group) within an organization where scim is enabled; a url-friendly slug is auto-generated from the `displayname` (e.

create-scim-group-for-organization

create-sentry-external-issue-linkLinks an existing Sentry issue to an issue in an external service, or updates an existing link, requiring a configured Sentry app installation `uuid`.

create-sentry-external-issue-link

create-team-project-for-organizationCreates a new Sentry project for an existing organization and team, allowing configuration of its name, slug, platform, and default alert rules.

create-team-project-for-organization

create-user-for-saml-integrationCreates a new Sentry organization member via a scim request for saml integration; this action does not support setting secondary emails.

create-user-for-saml-integration

delete-dsyms-for-projectPermanently removes a specific debug information file (dif), used for symbolicating crash reports, from the specified Sentry project and organization.

delete-dsyms-for-project

delete-external-issue-by-uuidUnlinks an external issue (e.

delete-external-issue-by-uuid

delete-external-team-by-idUnlinks a previously established external team from a Sentry team; this action does not delete either the Sentry team or the external team.

delete-external-team-by-id

delete-external-user-from-organizationDeletes the link between an external user (e.

delete-external-user-from-organization

delete-member-from-teamRemoves an organization member from a Sentry team, revoking their team-specific permissions, provided the member is currently part of that team.

delete-member-from-team

delete-organization-alert-ruleDeletes a specific metric alert rule within a Sentry organization.

delete-organization-alert-rule

delete-organization-dashboardDeletes a custom dashboard or tombstones (marks as deleted) a pre-built dashboard within a Sentry organization.

delete-organization-dashboard

delete-organization-discover-queryPermanently removes a specific saved discover query (a configuration for exploring event data) from a Sentry organization.

delete-organization-discover-query

delete-organization-integrationPermanently deletes a specific integration previously installed for the Sentry organization.

delete-organization-integration

delete-organization-issuePermanently deletes a specific Sentry issue, identified by its id, from an organization; this operation is irreversible and idempotent.

delete-organization-issue

delete-organization-memberPermanently removes a member from a Sentry organization, revoking their access to that organization and all its associated projects.

delete-organization-member

delete-organization-monitorDeletes a Sentry cron monitor or, if `environment` is specified, only specific environments within that monitor.

delete-organization-monitor

delete-organization-releasePermanently and irreversibly removes a Sentry release, including all its associated files, identified by its version from the specified organization.

delete-organization-release

delete-org-notification-actionDeletes a specific spike protection notification action for a Sentry organization, where `action id` must be a valid action associated with the `organization id or slug`.

delete-org-notification-action

delete-project-by-idSchedules a Sentry project for asynchronous deletion within a specified organization, hiding it from most public views once the process begins.

delete-project-by-id

delete-project-hookDeletes a specific service hook from a Sentry project using its organization, project, and hook identifiers.

delete-project-hook

delete-project-issuesPermanently removes specified issues from a Sentry project; if no issue ids are provided, it removes the oldest 1000 issues.

delete-project-issues

delete-project-keyPermanently deletes a specific client key (dsn) for a project, preventing it from being used to send events to Sentry.

delete-project-key

delete-project-monitorDeletes a Sentry monitor, or optionally only its specified environments, for a given project.

delete-project-monitor

delete-project-replayPermanently deletes a specific Sentry session replay (a video-like reproduction of user interactions, including console logs and network activity) from the specified project and organization.

delete-project-replay