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danielklintbo/ai-assisted-project-analysis

Score: 49.6 Rank #88 MCP Server

Guide for setting up VS Code with GitHub Copilot and MCP servers for automated project analysis across JIRA/Confluence and GitHub repositories

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Overview

danielklintbo/ai-assisted-project-analysis is a MCP server. Guide for setting up VS Code with GitHub Copilot and MCP servers for automated project analysis across JIRA/Confluence and GitHub repositories

Ranked #88 out of 110 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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From the README

# AI-Assisted Project Analysis Setup Guide

This guide explains how to set up VS Code with GitHub Copilot and MCP (Model Context Protocol) servers to perform automated project analysis across JIRA/Confluence and GitHub repositories.

---

## What This Setup Enables

With this setup, you can ask an AI assistant (GitHub Copilot) to:

- **Analyze JIRA boards**: Query completed epics, stories, and tasks; get contributor statistics; search by date ranges
- **Analyze GitHub repositories**: Review commits, pull requests, releases, and contributor activity
- **Create summary reports**: Combine findings from both sources into comprehensive documents
- **Track project progress**: Generate reports on work completed over specific time periods
- **Read content on Confluence pages**: Read and analyse Confluence pages

### Example Questions You Can Ask

```
"Analyze the progress we made in the last 5 months on the UTSE JIRA board"
"What epics were completed between August 2025 and January 2026?"
"Sum
Read full README on GitHub →
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