# Code Analysis

The MCP GitHub Reader is a lightweight MCP server that integrates the content of GitHub repositories into the context of large language models, providing repository analysis, file access, intelligent filtering, and search functions.

A code context analysis service based on WebAssembly, providing directory structure and code symbol extraction functions, supporting the analysis of JavaScript/TypeScript and Python languages, and seamlessly integrating with AI assistants.

A Python project template managed by Poetry, supporting VS Code configuration, including running a proxy and using CodeQL for code analysis.

The MCP code analysis tool is an intelligent project code analysis and modification tool that integrates with Claude Desktop and provides functions such as code analysis, structure modification, and version management.

A multi-language code dependency analysis service that generates dependency graphs and architectural scores

A service implementing the Model Context Protocol (MCP), providing tools for retrieving and analyzing the entire codebase, and supporting AI agents such as Cursor's Composer Agent to automatically read and understand the entire codebase.

This project is an MCP server used to integrate Google's Gemini model with Claude Code to achieve collaboration between the two AI systems. It provides functions such as direct query, collaborative brainstorming, code analysis, text analysis, content summarization, and image prompt generation.

This project is an MCP server that integrates GitLab merge request analysis and Confluence document storage, providing functions such as code change analysis, report generation, and automated document storage.

Argus is a multi - language code repository analysis and security assessment tool that supports code quality detection, security scanning, and Git operations.

A project that encapsulates the Go language server protocol based on gopls, providing language service functions such as code navigation, diagnosis, and refactoring through the MCP protocol

OCaml MCP is a project that enhances OCaml development through an AI coding agent, providing an MCP protocol implementation and a development server, and deeply integrating OCaml platform tools such as Dune and Merlin.

LSP - MCP is a bridge server that connects the Language Server Protocol (LSP) and the Model Context Protocol (MCP), allowing large language models to query LSP functions such as code hover information and completion suggestions through a standard interface.

The Rails MCP Server is a Model Context Protocol server implemented in Ruby, providing a standard interface for Rails projects to interact with large language models.

An MCP server that provides support for Rust language development, enabling LLM-assisted programming through rust-analyzer and including 19 tools such as code analysis, generation, and refactoring

SCAST is a programming tool that converts code into UML diagrams and flowcharts, supports multiple languages, and helps understand code structure through static analysis and visualization.

Flutter MCP Service v2.0 provides advanced development tools, including intelligent caching, documentation integration, and code analysis functions, supporting the entire Flutter/Dart development process.

A server based on the MCP protocol that provides code call graph analysis capabilities for LLMs through the nuanced library

The MCP Language Server project aims to provide development assistance tools such as accurate symbol definition, reference lookup, and diagnostic information for large code projects by integrating the features of the Language Server Protocol (LSP), addressing the limitations of LLMs when handling complex code.

A Python MCP server for extracting and analyzing Python code structure, focusing on the import/export relationships between files, providing a lightweight implementation without the need for a proxy system.

An MCP service for code analysis based on tree-sitter, providing intelligent code context management capabilities for Claude.

A code explanation service based on Cloudflare Worker that analyzes code structure, functions, and relationships through the MCP protocol, and provides visual architecture diagrams and detailed descriptions.

Unreal Engine code analysis MCP server, providing powerful Unreal Engine code analysis capabilities for AI assistants

The MCP Python Toolbox is a service that implements the model context protocol, providing a comprehensive Python development toolset for AI assistants.

A server that provides file system context for large language models, supporting file operations, code analysis, and intelligent caching.

An MCP server for Solidity smart contract analysis that provides comprehensive function context analysis capabilities, including the extraction of detailed information such as parameters, visibility, modifiers, and function bodies

The Codex MCP Tool is an open-source MCP server that connects the IDE or AI assistant to the Codex CLI, supporting non-interactive automation, secure sandbox editing, and large-scale code analysis. It provides progress streaming updates and a structured change mode.

An MCP server implemented in pure PHP, providing the PHPStan code analysis tool, which can be integrated into any project without dependencies

The LSP - MCP server is a bridge service that enables LLM to query code hover information and completion suggestions through the LSP protocol

An MCP server application for analyzing code repositories

An MCP server project that integrates GitLab merge request analysis and Confluence document storage