# Code Analysis

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

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.

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.

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.

The AiDD MCP Server is a server that provides a comprehensive toolset for AI - driven development workflows, supporting functions such as file operations, code analysis, Git management, and system information retrieval.

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.

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.

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

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.

The Bugsnag MCP Server is a model context protocol service for interacting with Bugsnag, allowing LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag, providing error monitoring, code intelligence analysis, and issue management functions.

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.

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

CodeGraph CLI is a high-performance MCP server management tool that provides code repository indexing, semantic search, and architecture analysis functions, supporting multi-language parsing and vector search.

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

Repo GraphRAG MCP Server is a service based on the MCP protocol that uses LightRAG and Tree - sitter to build a knowledge graph from code and text documents and provides functions such as question - answering and implementation planning.

CodeSentinel is a code quality analysis server based on the Model Context Protocol (MCP), specifically designed to detect 93 hidden problem patterns in AI-generated code, including security vulnerabilities, deceptive error handling, placeholder code, etc. It uses pattern matching rather than AST analysis to find code that is syntactically correct but semantically problematic.

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 tool that connects Claude with GitHub repositories through the MCP protocol, supporting functions such as code analysis and deployment workflow generation

The Code Analysis MCP Server provides error detection, problem repair suggestions and automatic repair functions for front - end and back - end code.

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.

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.

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 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.

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.

Codex Bridge is a lightweight MCP server that connects AI programming assistants with OpenAI Codex through the official CLI, supporting multi - client interaction without API costs.