mcp-github-pr-issue-analyser

Name: mcp-github-pr-issue-analyser Review
Item: mcp-github-pr-issue-analyser
Rating: 3.0
Author: Aaron Matthews

Connector Development Usable

Works inClaude Code Claude Cowork Claude Chat

Usable Scanned — metadata only

Automates GitHub PR analysis and issue management, reducing the manual review overhead on busy repositories.

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface

6 starsApache-2.0 (commercial OK)FreeNo code needed

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Automates GitHub PR analysis and issue management, reducing the manual review overhead on busy repositories. Helps teams stay on top of code review and issue triage without context switching.

Best for

Engineering teams managing high-volume GitHub repositories who want AI-assisted PR analysis and issue triaging.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/saidsef/mcp-github-pr-issue-analyser

By saidsef

How to Get It

Option 1: Claude Desktop AppOpen the Customize panel in the sidebar → browse connectors → search and add. Works in Claude Code, Claude Cowork, and Claude Chat.

Option 2: Paste into Claude CodeCopy the command below and paste it into a Claude Code conversation. Claude will run it for you.

Command

git clone https://github.com/saidsef/mcp-github-pr-issue-analyser.git && cd mcp-github-pr-issue-analyser && export GITHUB_TOKEN="<github-token>" && uvx ./   (or: docker run -e GITHUB_TOKEN="<github-token>" -p 8081:8081 ghcr.io/saidsef/mcp-github-pr-issue-analyser:latest)

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

PrerequisitesGitHub token exported as GITHUB_TOKEN; uv/uvx or DockerCostFree

Trust Signals Auto-scanned

Stars6Contributors3Last updated2026-08-03LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-04 · scanner vattempted-no-data

Data & Access

Data processingPrompts sent to Anthropic API. Enterprise/Team plans exclude training.

Community Pulse Emerging

Discussed on Hacker News, Reddit

Supercharge Your GitHub Workflow with AI — Hacker News · 2 pts

1 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 6 GitHub stars; 3 contributors; last commit 5d ago; license Apache-2.0.

Things to check

Recently discovered. Looks promising but has limited community feedback so far. We added it early so you can evaluate it before the crowd finds it.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

2/5

Reliability

4/5

Security

3/5

Overall score3.00 / 5.00 UsableEvaluatedJul 2026

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 6 GitHub stars; 3 contributors; last commit 5d ago; license Apache-2.0.

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