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Grouper-MCP Use Cases

This directory contains documented use cases for the Grouper-MCP project, gathered from community feedback, discussions, and real-world deployment scenarios.

Each use case includes:

  • Problem statement and context
  • Proposed solution
  • MCP tool coverage analysis
  • Implementation recommendations and status

Use Cases

Use Case Description Status Jira
AI-Assisted Cohort Definition Leverage AI to help users build complex cohorts using set theory on basis groups Implemented GMCP-15, GMCP-16
Loader-Based Description Generation AI generates human-readable group descriptions from loader configuration Analysis Needed -

Contributing Use Cases

If you have a use case you'd like to see supported, please:

  1. Open an issue or contact jbeard@unicon.net
  2. Include:
    • Problem statement: What are you trying to accomplish?
    • Context: How would this be used in practice?
    • Current workarounds (if any)

Use Case Template

When adding a new use case, use this structure:

# Use Case: [Title]

**Source:** [Who suggested it, organization]
**Related Task:** [Jira ticket if applicable]

## Problem Statement
[What problem does this solve?]

## Proposed Solution
[How would this work?]

## Technical Considerations
[What MCP tools/features would be needed?]

## MCP Tool Coverage Analysis
[Analysis of current vs. needed capabilities]