Data Sources Beginner

Sentry MCP Integration

3 min read Updated May 19, 2026
Errors, events, releases, and project health from Sentry, for engineering reliability questions answered in plain language.

Sentry catches errors in production and developer environments. Connecting Sentry to clariBI brings error data into your AI analyses so reliability questions get answered with real signal.

Why connect Sentry

Engineering health metrics (error rate per release, regressions per deploy, top issues by user impact) usually live behind multiple Sentry dashboards.

With Sentry connected, you can ask "Which release introduced the most errors?", "Top 5 issues by user impact in production?", or "Are we seeing an uptick in 5xx after yesterday's deploy?" and get a direct answer.

How the connection works

clariBI talks to Sentry through its hosted MCP server at https://mcp.sentry.dev/mcp. Authentication uses an OAuth flow that clariBI registers itself for (no developer console setup on your side). Tokens stay encrypted server-side and never leave clariBI in clear form.

sequenceDiagram
    actor U as You
    participant C as clariBI
    participant V as Sentry
    U->>C: Click Authorize with Sentry
    C->>V: Open OAuth authorization
    V-->>U: Grant read access?
    U->>V: Approve
    V-->>C: Authorization code
    C->>V: Exchange code for tokens
    V-->>C: Access + refresh tokens
    C->>C: Encrypt and store credentials
    C-->>U: Connection ready

Available tools

The AI engine selects from these read-only Sentry tools during analyses. None of them modify data in Sentry.

ToolReturnsExample question
whoamiThe authenticated Sentry user.Who am I logged in as?
find_organizationsSentry organizations the user can access.Which Sentry orgs am I in?
find_projectsProjects across orgs.List Sentry projects.
find_teamsTeams in an organization.Which teams own which projects?
find_releasesReleases tracked in Sentry.Recent releases in production?
find_dsnsDSNs (project ingest keys).List DSNs for the backend project.
search_issuesIssue search across projects.Top 10 issues this week.
search_eventsEvent search.Find events from the production environment.
search_issue_eventsEvents scoped to a specific issue.Latest events for issue 12345.
get_event_attachmentAn attachment on an event.Pull the request body attached to this event.
get_issue_tag_valuesTag values seen on a specific issue.Browser tag values on the auth issue?
get_latest_base_snapshotLatest snapshot baseline for the project.Show me the latest snapshot baseline.
get_profile_detailsProfiling sample details.Show me profile p_001.
get_replay_detailsSession replay details.Show me the replay for this error.
get_sentry_resourceGeneric resource fetch by URI.Fetch sentry://issue/12345.
analyze_issue_with_seerSeer AI analysis of an issue.Run Seer analysis on issue 12345.
search_docsSentry documentation search.How do I configure source maps?
get_docRetrieve a documentation page.Show me the SDK setup guide.
use_sentryMeta-tool for cross-feature operations.Explore Sentry data for this analysis.

Data flow during analysis

When you ask a question that maps to Sentry, the AI engine routes to the right tool, reads the result, and pairs the answer with a chart you can pin to a dashboard.

sequenceDiagram
    actor U as You
    participant C as clariBI
    participant AI as AI engine
    participant V as Sentry
    U->>C: Ask a question about error tracking data
    C->>AI: Plan the analysis
    AI->>V: Call the right tool
    V-->>AI: Tool result
    AI->>AI: Summarize and chart
    C-->>U: Answer plus visual

Setting up the connection

  1. Open Data Sources in the clariBI sidebar.
  2. Click Add data source.
  3. Open the MCP Servers tab.
  4. Click the Sentry card.
  5. Click Authorize with Sentry.
  6. Sign in to Sentry in the popup window and grant the requested read scopes.
  7. Back in clariBI, give your data source a name.
  8. Click Finish.

Permissions and data access

clariBI requests read access to events, projects, and organizations. No issues can be resolved, no events deleted, and no projects modified. Disconnect from Sentry account settings or from clariBI Settings.

Troubleshooting

ErrorCauseFix
"Org-not-found"You are signed into Sentry as a different account than expected.Sign out and back in to the correct Sentry account, then reconnect.

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