Last updated: 4 July 2026

Confluence

Confluence

Beta
Auth: OAuth (Connect Link) · Plans: Starter, Business, Enterprise · Tools: 4 · Category: Collaboration

Search and retrieve Confluence pages, spaces, and documentation through your AI.

Who needs this: Teams using Confluence as their internal wiki who want AI to find and summarise documentation.

Example questions once connected

  • Find the runbook for the M-Pesa reconciliation process
  • What does the onboarding guide say about access requests?
  • Get the contents of the API reference page
  • Create a post-mortem page for the June 10 outage

Step-by-step setup

  1. Open the connector in your Msharti dashboard. Go to Connectors → Confluence → Connect. Msharti creates a unique OAuth link. Click Open in Browser.
  2. Log in with your Confluence account. A consent screen lists what Msharti can access. Review the permissions and click Accept or Continue.
  3. Confirm the connection in Msharti. You will be redirected back to the dashboard. The connector shows Connected with a green dot. Tokens are stored securely and refreshed automatically.

Tool reference

These are the tools the AI can call on this connector. Each tool fires automatically when you ask a relevant question.

search_pages() Full-text search across Confluence pages and spaces.
Inputs query string, optional: space_key, limit
Try asking "Find all Confluence pages about the KRA integration"
Returns 3 pages: "KRA GavaConnect Setup" (IT/Integrations), "KRA API Notes" (Engineering/APIs), "Supplier Compliance Runbook" (Finance/Compliance).
get_page() Retrieve the full content of a specific Confluence page.
Inputs page_title or page_id, optional: space_key
Try asking "Get the contents of the Supplier Compliance Runbook"
Returns Runbook: Supplier Compliance (Finance/Compliance). Steps: 1. Export supplier list from ERP... 2. Run KRA TCC check via Msharti... 3. Flag non-compliant...
create_page() Create a new page in a Confluence space.
Inputs space_key, title, content, optional: parent_page_id
Try asking "Create a post-mortem page for the June 10 outage in the Engineering space"
Returns Page created: "Post-Mortem: June 10 Outage" in ENG space. URL: confluence.co/display/ENG/pm-jun10. Ready to edit.

Limits

  • Same Atlassian OAuth token as Jira — connecting one connects both.
  • Page content is extracted as plain text. Tables and embedded macros are included where parseable.

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Need help? [email protected] — Nairobi-based, same time zone.