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MCP servers for code review and automated fixing

Project description

btx_fix_mcp

CI CodeQL License: MIT Open in Codespaces PyPI PyPI - Downloads Code Style: Ruff codecov Maintainability Known Vulnerabilities security: bandit

Code review and automated fixing tools - available as CLI and MCP server.

What is btx_fix_mcp?

btx_fix_mcp provides comprehensive code analysis:

  • 18+ Quality Analyses: Complexity, maintainability, duplication, type coverage, dead code
  • Security Scanning: Bandit integration for vulnerability detection
  • Cache Optimization: Evidence-based @lru_cache recommendations
  • Documentation Coverage: Docstring completeness analysis

Two ways to use it:

Mode Best For
CLI Direct command-line usage, CI/CD pipelines, scripts
MCP Server Integration with Claude Desktop, AI-assisted workflows

Quick Start

Installation

# Recommended: uv
pip install uv
uv pip install btx_fix_mcp

# Alternative: pip
pip install btx_fix_mcp

# Development
git clone https://github.com/bitranox/btx_fix_mcp
cd btx_fix_mcp && make dev

CLI Usage (Simple)

# Deploy configuration (recommended first step) - this creates a config file with the settings for all tests to adjust
btx_fix_mcp config-deploy --target app

# Review uncommitted git changes (default)
btx_fix_mcp review all

# Review all files
btx_fix_mcp review all --mode full

# Run specific analysis
btx_fix_mcp review quality
btx_fix_mcp review security

# Cache optimization with profiling (recommended)
btx_fix_mcp review profile -- python -m your_app    # Profile your app
btx_fix_mcp review profile -- pytest tests/         # Or profile tests
btx_fix_mcp review cache                            # Then analyze

# Clean up analysis data
btx_fix_mcp review clean                            # Delete all
btx_fix_mcp review clean -s profile                 # Delete profile only
btx_fix_mcp review clean --dry-run                  # Preview deletion

MCP Server Usage (Simple)

Add to Claude Desktop config (~/.config/claude/claude_desktop_config.json):

{
  "mcpServers": {
    "btx-review": {
      "command": "python",
      "args": ["-m", "btx_fix_mcp.servers.review"]
    }
  }
}

Then in Claude Desktop:

"Review the code quality of this project"


Documentation

Getting Started

Document Description
CLI Quickstart Start using CLI in 5 minutes
MCP Quickstart Set up MCP server for Claude Desktop
Installation Guide All installation methods

User Guides

Document Description
CLI Reference All CLI commands and options
MCP Tools Reference MCP tools and resources
Configuration All configuration options
Cache Profiling LRU cache optimization guide

Development

Document Description
Development Guide Setup, testing, make targets
Architecture System design overview
Contributing How to contribute

Features Overview

Analyses Available

Analysis Description CLI Command
Scope File discovery, git changes review scope
Quality Complexity, maintainability, duplication review quality
Security Vulnerability scanning (Bandit) review security
Dependencies Outdated packages, vulnerabilities review deps
Documentation Docstring coverage review docs
Performance Hotspot detection, profiling review perf
Cache LRU cache optimization review cache

Quality Metrics

Metric Tool Threshold
Cyclomatic Complexity radon ≤10
Function Length custom ≤50 lines
Nesting Depth custom ≤3 levels
Maintainability Index radon ≥20
Type Coverage mypy ≥80%
Docstring Coverage interrogate ≥80%

Requirements

  • Python 3.13+
  • Git (optional)

Git Integration

Git is optional but enables additional features:

Feature Without Git With Git
Scope Mode --mode full scans all files --mode git scans only uncommitted changes (default)
Code Churn Skipped Analyzes frequently modified files
Branch Info Shows "N/A" Displays current branch

When git is not available:

  • --mode git automatically falls back to --mode full with a warning
  • Code churn analysis is skipped silently
  • Cache analysis works without git (uses in-memory file backup)
  • All other analyses work normally

License

MIT License


Links

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