# Code Analysis

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.

An MCP server that provides file system context for large language models, supporting file operations, code analysis, and intelligent search.

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

The MCP server provides text matching and syntax tree parsing functions, supports recursive search of files in directories, and is used for code analysis and reference finding.

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.

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.

A RAG system based on Python code analysis. It parses the code structure through AST and stores it in the Weaviate vector database, providing code query, natural language Q&A, and visualization functions, and supporting multi-codebase management and dependency analysis.

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

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 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.

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

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.

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

An MCP server application for analyzing code repositories

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.

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 TypeScript package introspection tool running as an MCP server, used to extract and analyze exported symbols and their type information in TypeScript packages and source code.

An intelligent Pull Request analysis assistant that integrates GitHub and Notion to achieve automated code review document generation.

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.

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.

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.

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.

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

An automated code documentation generation tool based on the OpenRouter API that automatically generates documentation, test plans, and code review reports by analyzing the directory structure and file content of the code library.

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

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

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

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

The AiDD MCP Server is a service that provides comprehensive tools for AI-driven development workflows, including file operations, code analysis, Git management, code execution, and system information retrieval. It aims to enhance the auxiliary capabilities of AI in software development.

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.