devscope-mcp

An MCP server that gives Claude live access to your GitHub workspace — PR reviews, issue triaging, repo search, and weekly digest reports through natural language.

Built on the Model Context Protocol (MCP), devscope-mcp plugs directly into Claude Desktop (or any MCP-compatible client) and lets you work with GitHub without ever leaving the conversation.

Features

• PR Summaries — full diff metadata, comments, and review stats for any pull request

• Issue Triage — list and filter open/closed issues across any repository

• Repo Explorer — browse repos for a user or org, with stats at a glance

• Code Search — GitHub code-search with optional repo scoping

• Contributor Stats — commit volume, lines changed, and active weeks per contributor

• Weekly Digest — merged PRs, opened issues, and top contributors for the past 7 days

Related MCP server: GitHub Notifications MCP Server

Tech Stack

Setup

1. Prerequisites

• Python 3.11 or later

• A GitHub Personal Access Token with the following scopes:

  • repo (full repository access)

  • read:org

  • read:user

2. Clone and install

git clone https://github.com/your-user/devscope-mcp.git
cd devscope-mcp
python -m venv .venv
source .venv/bin/activate        # Windows: .venv\Scripts\activate
pip install -e ".[dev]"

3. Configure environment

cp .env.example .env
# edit .env and set GITHUB_TOKEN (and optionally GITHUB_DEFAULT_ORG)

4. Add to Claude Desktop

Open your Claude Desktop config file:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

• Windows: %APPDATA%\Claude\claude_desktop_config.json

Add the devscope-mcp entry to mcpServers:

{
  "mcpServers": {
    "devscope-mcp": {
      "command": "python",
      "args": ["-m", "src.server"],
      "cwd": "/absolute/path/to/devscope-mcp",
      "env": {
        "GITHUB_TOKEN": "ghp_your_token_here",
        "GITHUB_DEFAULT_ORG": "your-org-name"
      }
    }
  }
}

If you installed with pip install -e ., you can use the console script instead:

{
  "mcpServers": {
    "devscope-mcp": {
      "command": "devscope-mcp",
      "env": {
        "GITHUB_TOKEN": "ghp_your_token_here",
        "GITHUB_DEFAULT_ORG": "your-org-name"
      }
    }
  }
}

Restart Claude Desktop. You should see the devscope-mcp tools available in the tools menu.

Available Tools

Example Prompts

"Summarise the last 5 PRs in my repo"

"List all open issues in peteroyce/devscope-mcp labelled 'bug'"

"Show me the weekly digest for the myorg/backend repository"

"Who are the top contributors to myorg/frontend this week?"

"Search for usages of authenticate_user across the myorg/api repo"

"Give me the full diff and comments for PR #47 in myorg/payments"

"List all repos in the myorg organisation sorted by most recently active"

Running Tests

pytest -v

Tests mock all PyGithub calls so no real GitHub token is required.

Project Structure

devscope-mcp/
├── src/
│   ├── __init__.py
│   ├── github_client.py   # PyGithub wrapper — all GitHub logic lives here
│   └── server.py          # MCP server — tool definitions, dispatch, formatting
├── tests/
│   └── test_github_client.py
├── .env.example
├── .gitignore
├── pyproject.toml
└── README.md

License

MIT