AI agent apps for Confluence & Jira
5 NGPILOT apps ship a built-in Rovo AI agent — ask in plain language and the agent draws diagrams, edits whiteboards, writes Markdown documents, or answers what changed. Every app also works by hand, and everything runs inside your Atlassian site.
The agent apps
Mermaid Plus Diagrams & AI Agent for Confluence
Chat to create, read, update and convert Mermaid diagrams in Confluence — powered by a Rovo AI agent
Mermaid Plus Diagrams & AI Agent for Jira
Mermaid diagrams on Jira issues, created and edited by chat with a Rovo AI agent
Excalidraw Plus Whiteboards & AI Agent for Confluence
Excalidraw whiteboards and Mermaid diagrams in Confluence, with a Rovo AI agent that draws and edits for you
Enhanced Markdown for Confluence
Markdown editor with native Mermaid, ZenUML, KaTeX and MathJax rendering for Confluence pages
Issue History Agent for Jira
See who changed what on any Jira issue — field-level history, word-level diffs, and a Rovo agent that answers what changed
What the agents do
Mermaid agents — create, read, update, convert
The Mermaid Plus agents for Confluence and Jira take a sentence and render a diagram on the page or issue, hand the source back on request, revise an existing diagram in place with macro settings preserved, and turn code blocks already on the page into rendered diagrams.
Excalidraw agent — draws and edits whiteboards
The Excalidraw Plus agent draws boards from chat, renames or regroups existing shapes without touching the rest, restyles and auto-lays out, lists every page in a space that contains boards, and converts Mermaid or PlantUML into an editable drawing (and back).
Enhanced Markdown agent — writes whole documents
The Enhanced Markdown agent creates, edits, reads and converts Markdown documents directly on Confluence pages and blogposts — and the Markdown renders as rich Confluence content: headings, tables, fenced code with syntax highlighting, KaTeX math, and Mermaid diagrams.
Issue History agent — answers what changed
Ask the Issue History agent for Jira who changed what on any issue: field-level history with word-level diffs, answered from chat instead of clicked through in the activity log.
MCP servers — the same tools for any agent client
Mermaid Plus for Jira and Enhanced Markdown expose their agent tools over MCP, so Rovo Studio agents or Claude Code can drive the same create, read, update and convert actions — every edit runs with your own permissions.
Guides & comparisons
Mermaid AI agents in Confluence: RVS, Gliffy, Mermaid Plus
The 2026 comparison — engine coverage, source format and agent depth across the three Mermaid AI agents.
Mermaid diagrams in the AI era: a Rovo agent for Confluence
How the create-read-update-convert loop works on pages and blog posts.
Excalidraw AI agent for Confluence
Boards that draw and edit themselves — from prompt to whiteboard.
Mermaid Plus for Jira: diagrams on issues by chat
The Jira agent, its MCP tools, and how edits stay inside your permissions.