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Supported providers

ProviderWhat it doesStatus
GitHubIndexes repo content (markdown, code) as searchable contextGA
Google DocsCreate and export Google Docs directly from MCP tools (docs_create, docs_export)GA
Google CalendarCreate, update, and RSVP to eventsPaused
LinearActive issues sync as commitments. Completed/cancelled issues become decisions. Bidirectional: resolving in 3ngram updates Linear.GA
BasecampTodos and messages sync as commitments. Bidirectional resolve supported.GA
JiraIssues sync as commitments. Status transitions mapped to memory lifecycle.Beta
ConfluencePages and spaces sync as searchable knowledge context.Beta
Connect via Settings > Integrations in the dashboard. All providers use OAuth authorization.

How it works

  1. Connect: Authorize 3ngram to access your provider account
  2. Sync: Initial import followed by incremental updates
  3. Extract: Provider data converted into structured memories
  4. Surface: Results appear in your dashboard and MCP search

Security

  • OAuth tokens encrypted at rest
  • All integration data is isolated per user
  • Sync status tracked per integration to prevent duplicate processing