The Challenge
Business Problem
Sprint planning meetings consume 2-4 hours every two weeks. Scrum masters manually calculate velocity, check team availability, and estimate what fits in the sprint.
The Approach
Solution Overview
Connect Jira MCP Server with Google Calendar and Slack to automate velocity calculation, capacity planning, and sprint backlog suggestions.
Step-by-Step
Implementation Steps
1
Calculate Velocity
Analyze completed story points from the last 3-5 sprints to determine team velocity.
2
Check Capacity
Factor in team availability from Google Calendar (PTO, holidays, meetings).
3
Suggest Sprint Backlog
Recommend stories from the product backlog that fit within the sprint capacity.
async function planSprint() {
const velocity = await calculateVelocity(5); // last 5 sprints
const capacity = await getTeamCapacity();
const adjustedCapacity = velocity.avg * (capacity.availableHours / capacity.normalHours);
const backlog = await jira.searchIssues({ jql: 'project=PROD AND sprint IS EMPTY ORDER BY priority DESC, rank ASC' });
const suggested = selectStoriesForCapacity(backlog, adjustedCapacity);
await slack.sendMessage({
channel: '#sprint-planning',
text: `Sprint suggestion: ${suggested.length} stories, ${suggested.totalPoints} points (capacity: ${adjustedCapacity})`
});
}4
Post-Sprint Retrospective Data
Auto-generate sprint review metrics: completed vs planned, carryover, and burndown accuracy.
Code
Code Examples
typescript
Velocity Calculator
async function calculateVelocity(sprintCount) {
const sprints = await jira.getCompletedSprints({ last: sprintCount });
const points = sprints.map(s => s.completedPoints);
return { avg: avg(points), min: Math.min(...points), max: Math.max(...points) };
}Overview
ComplexityEasy
Estimated Time~6 hours
Tools Used
Jira MCP ServerGoogle Calendar MCP ServerSlack MCP Server
Industry
TechnologySaaS
ROI Metrics
Time Saved3 hours per sprint
Cost ReductionMore accurate sprint commitments
Efficiency GainData-driven planning