Is io.github.paarths-collab/github-pr-context-mcp safe to use?

io.github.paarths-collab/github-pr-context-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.paarths-collab/github-pr-context-mcp?

io.github.paarths-collab/github-pr-context-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.paarths-collab/github-pr-context-mcp do?

io.github.paarths-collab/github-pr-context-mcp provides 7 tools: ensure_repo_ready, review_code_with_history, get_repo_rules_material, get_team_review_patterns, generate_code_from_history and 2 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.paarths-collab/github-pr-context-mcp?

io.github.paarths-collab/github-pr-context-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is io.github.paarths-collab/github-pr-context-mcp actively maintained?

io.github.paarths-collab/github-pr-context-mcp is recently maintained — last commit was 69 days ago. It has 7 GitHub stars.

io.github.paarths-collab/github-pr-context-mcp

github-pr-engine

AI code review grounded in your repo history. Supports Test Gen and Security Audits.

7 7 tools GitHub PyPI

No known CVEs

No license

Maintained

Last commit 69d ago

Works with most clients

Transport: stdio

7 tools · ~304 tok

Grade A · 0.2% of 200K ctx

Edit this pageView history

Developer Tools Security

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-paarths-collab-github-pr-context-mcp": {
      "args": [
        "github-pr-engine"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-paarths-collab-github-pr-context-mcp)](https://mcppedia.org/s/io-github-paarths-collab-github-pr-context-mcp)

Read me

What io.github.paarths-collab/github-pr-context-mcp does

This repository provides two ways to leverage your GitHub PR history in your AI workflows. Choose the tool version that matches your architecture.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'github-pr-engine' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

81/100across 5 weighted dimensions

How we score →

0255075100

−19

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked github-pr-engine against OSV.dev.

Inventory

Tools (7)

Click any tool to inspect its schema.

~304 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.paarths-collab/github-pr-context-mcp safe to use?: io.github.paarths-collab/github-pr-context-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.paarths-collab/github-pr-context-mcp?: io.github.paarths-collab/github-pr-context-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.paarths-collab/github-pr-context-mcp do?: io.github.paarths-collab/github-pr-context-mcp provides 7 tools: ensure_repo_ready, review_code_with_history, get_repo_rules_material, get_team_review_patterns, generate_code_from_history and 2 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.paarths-collab/github-pr-context-mcp?: io.github.paarths-collab/github-pr-context-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is io.github.paarths-collab/github-pr-context-mcp actively maintained?: io.github.paarths-collab/github-pr-context-mcp is recently maintained — last commit was 69 days ago. It has 7 GitHub stars.

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Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

Developer Tools Security

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-paarths-collab-github-pr-context-mcp": {
      "args": [
        "github-pr-engine"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-paarths-collab-github-pr-context-mcp)](https://mcppedia.org/s/io-github-paarths-collab-github-pr-context-mcp)

Read me

What io.github.paarths-collab/github-pr-context-mcp does

This repository provides two ways to leverage your GitHub PR history in your AI workflows. Choose the tool version that matches your architecture.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'github-pr-engine' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

🚀 GitHub PR Context Tools

This repository provides two ways to leverage your GitHub PR history in your AI workflows. Choose the tool version that matches your architecture.

💎 GitHub PR Context (v0.3.0)

The Hardened Pure Context Retrieval Engine.

Designed for users who want maximum speed and reliability by offloading reasoning to their IDE agent (Cursor, Claude Desktop, Windsurf). It focuses exclusively on high-performance retrieval and data pruning.

✨ Key Features (v0.3.0):

Asynchronous Hardening: Built with tenacity retries and non-blocking I/O for heavy repository indexing.
Optimized for IDE Agents: Prunes redundant metadata and strips useless fields to save token space in your prompt.
Modern Infrastructure: Uses SQLite-backed cursors for progress tracking and global thread locks for data safety.
Pure Context: No built-in LLM dependencies; feeds raw, high-quality historical patterns directly to your primary agent.

🛠 Installation (Pre-release Source Install)

[!NOTE] v0.3.0 is currently in pre-release and is not yet live on PyPI. To use the hardened v0.3.0 engine today, you must install it from source:
Fork this repository to your own account on GitHub.
Clone and Checkout the release branch:
git clone https://github.com/YOUR_USERNAME/github-pr-context-mcp.git
cd github-pr-context-mcp
git checkout v0.3.0-hardening
Install via pipx (the whole command):
pipx install -e .
This links the github-pr-context-mcp command to your local repository folder.
Verify Version:
github-pr-context-mcp --help

🏛 Legacy Context Agent (v0.2.9)

The Integrated Reasoning Agent.

Designed for users who prefer the server to handle LLM inference internally. This version includes the legacy inference layer and supports direct configuration of OpenAI and Anthropic API keys.

✨ Key Features (v0.2.9):

Internal Inference: Can perform analysis and reviews directly using its own configured LLM provider.
All-in-One Logic: Includes the legacy inference/ module for direct model interactions.
Proven Stability: The original stable version of the tool.

🛠 Installation

pipx install github-pr-context-mcp==0.2.9

🛠️ Configuration (v0.3.0)

The v0.3.0 version only requires a GitHub Token.

Environment Variable: GITHUB_TOKEN=ghp_your_token_here

Overview

GitHub PR Review Context MCP gives AI assistants institutional review memory.

It fetches your repository's PR history (descriptions, review threads, comments), transforms them into searchable documents, and provides high-density Context Materials to your IDE agent.

Core Value

Historical Evidence: Tools return raw JSON "historical facts" (what reviewers cared about in the past).
Team Alignment: Your IDE agent uses this evidence to match your team's specific standards and architectural patterns.
High Performance: Optimized for fast retrieval and background indexing to prevent tool timeouts.

Key Capabilities

Capability	What It Delivers
Historical Retrieval	Semantic search across prior PR comments and review summaries.
Code Review Material	Raw JSON context for the agent to perform grounded code reviews.
Rules Material	High-density data for the agent to synthesize `.cursorrules` or `CLAUDE.md`.
Grounded Generation	Context materials for generating code that matches team style.
Namespace Isolation	Strict isolation between users/teams using Gmail-based identity.

🚀 Quick S

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

81/100across 5 weighted dimensions

How we score →

0255075100

−19

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked github-pr-engine against OSV.dev.

Inventory

Tools (7)

Click any tool to inspect its schema.

~304 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.paarths-collab/github-pr-context-mcp safe to use?: io.github.paarths-collab/github-pr-context-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.paarths-collab/github-pr-context-mcp?: io.github.paarths-collab/github-pr-context-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.paarths-collab/github-pr-context-mcp do?: io.github.paarths-collab/github-pr-context-mcp provides 7 tools: ensure_repo_ready, review_code_with_history, get_repo_rules_material, get_team_review_patterns, generate_code_from_history and 2 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.paarths-collab/github-pr-context-mcp?: io.github.paarths-collab/github-pr-context-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is io.github.paarths-collab/github-pr-context-mcp actively maintained?: io.github.paarths-collab/github-pr-context-mcp is recently maintained — last commit was 69 days ago. It has 7 GitHub stars.