# Code Analysis

An MCP server application for analyzing code repositories

SharpTools is a C# code analysis and modification tool based on Roslyn, providing AI developers with in - depth code processing capabilities similar to an IDE, supporting dynamic project mapping, precise code modification, Git integration, and other functions.

JEBMCP is a project that combines JEB and MCP tools, aiming to simplify reverse engineering tasks through Python scripts and provide efficient code analysis and operation functions.

An MCP server integrating the Vibe Coding method and knowledge graph technology, using the Kuzu graph database for AI-assisted software development, supporting multi-language code analysis and enterprise-level security performance.

CKB is a tool that transforms a codebase into a queryable knowledge base. It helps developers understand code, analyze impacts, find owners, and detect dead code via CLI, API, or AI assistants, improving development efficiency and security.

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.

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

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

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.

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

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.

An MCP server for multi - AI agent consultation that integrates different AI models such as OpenAI, Anthropic, and Google Gemini to provide multi - model perspective support for code analysis and problem - solving.

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

Package the code2flow tool as an MCP server to provide code call graph generation and analysis services

A server based on the MCP protocol, used to integrate Codelogic's software dependency data into AI programming assistants, providing code method and database impact analysis tools.

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.

An MCP plugin that provides code analysis capabilities for AI assistants, supporting code structure, quality, documentation analysis, and natural language queries.

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

Bifrost is a VSCode extension that provides MCP server functionality, exposing VSCode's development tools and language features for use by AI tools, supporting advanced functions such as code navigation, analysis, and manipulation.

The MCP Front - end Testing Server provides functions such as code analysis, test generation and execution, and React component testing, and supports the Jest and Cypress frameworks.

A TypeScript package introspection tool that runs as an MCP server to extract and analyze exported symbols and their type information in TypeScript packages and source code.

MCP Neurolora is an intelligent MCP server that provides code analysis, code collection, and documentation generation tools based on the OpenAI API.

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.

A research - level MCP server implementation that interacts with the Perplexity website without an API key, providing AI - driven research functions such as web search, document retrieval, API lookup, and code analysis.

A project that encapsulates the code2flow tool into an MCP server, supporting the provision of code call graph generation and analysis services for AI applications through a standardized protocol

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.

FileScopeMCP is a code analysis tool based on TypeScript. It helps developers quickly understand the codebase structure by calculating file importance scores, tracking dependency relationships, generating visual charts, and adding file summaries. It supports analysis of multi-language projects, provides Mermaid chart generation and persistent storage functions, and can be integrated with Cursor's model context protocol.

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