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Interactive Examples
See the Autonomy MCP Server in action. Click "Run Demo" to see live request/response examples.
Automated Code Review
Use autonomy/review_pr to analyze pull requests and provide AI-powered code review feedback.
Review PR #42 in myorg/myrepo. Focus on:
- Security vulnerabilities
- Performance bottlenecks
- Code style consistency
- Missing error handling
Provide actionable feedback with specific line references.Deployment Monitoring Dashboard
Use autonomy/deploy_status and autonomy/get_deployment to monitor Vercel deployments in real-time.
Check the status of the last 5 deployments for autonomy-portal.
If any failed, analyze the build logs and suggest fixes.Weekly Report Aggregation
Use autonomy/report_summary and autonomy/get_file to aggregate and summarize team reports from Google Drive.
Summarize all reports from the "Weekly Reports" folder (ID: 1aBcXyZ123)
from the past 7 days.
For each report, extract:
- Key accomplishments
- Blockers or challenges
- Metrics (revenue, users, etc.)
- Action items for next week
Create an executive summary with trends and recommendations.Release Notes Generation
Combine autonomy/list_prs and autonomy/review_pr to auto-generate categorized release notes.
Generate release notes for v2.0.0 of myorg/myrepo.
Include all merged PRs from the past 30 days.
Categorize into:
- 🚀 New Features
- 🐛 Bug Fixes
- 📝 Documentation
- 🔧 Internal/Chores
Format as Markdown with links to PRs.Compliance Audit Trail
Use autonomy/list_files to track document access and modifications for compliance audits.
Audit the "Compliance Docs" folder (ID: 1xYzAbC789).
List all files modified in the last 90 days.
For each file, show:
- Last modified date
- Owner
- File type
Flag any files NOT updated in 90+ days for review.Team Velocity Metrics
Analyze PR patterns with autonomy/list_prs to measure team productivity and identify bottlenecks.
Analyze team velocity for the past 14 days in myorg/myrepo.
Metrics to calculate:
- PRs opened vs merged
- Average PR size (additions + deletions)
- Time from open to merge
- Top contributors
Create a summary table with insights and recommendations.Ready to Try These Examples?
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