MCP Code Analyzer MCP Server

A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code

Local serverstdioPython

What is the MCP Code Analyzer MCP server?

Most developer tooling work still happens through a UI a human drives. MCP Code Analyzer MCP server moves it into the conversation instead. A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions.

The short version

Currently, the project has a lot of bugs, and the tools are not functioning as expected sometimes. Due to work commitments, I can’t dedicate much time to it, but I’ll try to fix the issues and bring it to a working state whenever I find the time.

The Model Context Protocol (MCP) Code Analyzer is a comprehensive code analysis and management tool that integrates with Claude Desktop. It analyzes code at both project and file levels, providing insights for needed changes and project understanding.

The tools it exposes

The server publishes 6 tools. What each one is for:

  • analyze_project_statistics — analyze_project_technology
  • analyze_code_structure — ✅ Code Analysis
  • analyze_imports — analyze_file
  • find_references — ⚠️🔄 File Operations (Always backup before use)
  • file_operations — version_control (Creates dated backups)
  • Configuration — 1. Access Claude Desktop config: Win + R → %AppData%\Claude\ 2. Create/edit claude_desktop_config.json: json { "globalShortcut": "Ctrl+Space"

Getting it running

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

What it needs from you

  • Python 3.10 or later - Windows (Linux/MacOS support not yet tested)

How it compares

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. MCP Code Analyzer's toolset — analyze_project_statistics, analyze_code_structure, analyze_imports and 3 more — is a fair guide to whether it matches your workflow. It is maintained by emiryasar; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Things to watch

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
analyze_project_statisticsanalyze_project_technology
analyze_code_structure✅ **Code Analysis**
analyze_importsanalyze_file
find_references⚠️🔄 **File Operations** (Always backup before use)
file_operationsversion_control (Creates dated backups)
Configuration1. Access Claude Desktop config: Win + R → %AppData%\Claude\ 2. Create/edit claude_desktop_config.json: json { "globalShortcut": "Ctrl+Space", "mcpServers": { "code-analyzer": { "command": "python", "args": [ "-m", "mcp_

Configuration

  • Python 3.10 or later - Windows (Linux/MacOS support not yet tested)

Example prompts to try

  • Use MCP Code Analyzer to analyze project statistics.
  • Use MCP Code Analyzer to analyze code structure.
  • Use MCP Code Analyzer to analyze imports.

Frequently asked questions

The project currently has many bugs, and some tools may not function as expected. The author advises to always backup your codebase before using modification features.