For AI agents: a documentation index is available at /llms.txt. A markdown version of this page is available at /guide/mcp/prompts.md.

MCPAI Connect

Prompts

Two packaged workflows — daily_standup and overdue_report — that surface as slash commands in supported clients.

Alongside its tools, the server publishes 2 prompts. In clients that support MCP prompts these appear as slash commands; elsewhere you can invoke them by name.

PromptWhat it does
daily_standupAssembles a standup summary — what moved, what is in flight, what is blocked
overdue_reportFinds work past its due date and groups it so you can act on it

#Using them

In a client with slash-command support, type / and pick the prompt:

bash
/daily_standup

Otherwise ask for it directly:

Run the daily_standup prompt for the Website Redesign project.

Both prompts call the same tools your assistant already has, so they respect your key's scopes — a read-only key runs both fine, since neither writes.

#daily_standup

Pulls recent task activity and turns it into the three questions a standup actually answers: what got done, what is being worked on, what is stuck.

Useful variations once the prompt has run:

🎯Narrow it

"Same thing, but only for the mobile team."

📄Reshape it

"Rewrite that as bullet points I can paste into Slack."

🚧Chase the blockers

"For each blocked item, who is it waiting on?"

📈Compare

"How does this compare with yesterday?"

#overdue_report

Finds everything past its due date. The follow-up is usually where the value is:

Group those by assignee and tell me who has the worst backlog.

For anything overdue by more than two weeks, draft a comment asking for a new estimate.

Drafting is not sending

Ask for drafts, review them, then approve. An assistant that decides on its own to comment on thirty tasks will do exactly that.

#Writing your own

Prompts are convenience wrappers, not a limit — anything you can describe, the assistant can do with the underlying tools. Some that work well:

Sprint hygiene check

"List tasks in the current sprint that have no assignee, no estimate, or no due date. Present as a table."

Estimate versus actual

"For tasks closed in the last two weeks, compare estimated hours against logged time and flag anything more than 50% over."

Handover note

"I'm away next week. Summarise my open tasks with current status and what the next action is for each."

Backlog grooming

"Find tasks not updated in 60 days, and suggest which to close."

Tip

Save the ones you repeat as your client's own custom commands or project rules — that gets you the same convenience as the built-in prompts without waiting for the server to ship one.