# 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

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

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.

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.

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

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

This project contains the configuration of custom commands for Claude code, used to standardize the interaction with the AI agent and provide functions such as code analysis, documentation generation, and security review.

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

SourceSage is an efficient MCP server designed for LLMs, used to remember key aspects of codebases, such as logic, style, and standards, and supports dynamic updates and fast retrieval.

A GitHub repository creation tool based on the Model Context Protocol (MCP) that provides the functions of automatically analyzing local code repositories, generating metadata, and creating well-configured GitHub repositories, and supports integration with AI tools such as Copilot.

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.

An MCP diagnostic tool developed specifically for Trae IDE, which can obtain real-time error, warning, and prompt information in the project, helping the AI Agent provide accurate code analysis and repair suggestions.

The Tree-Hugger-JS MCP server is a code analysis and transformation tool based on JavaScript/TypeScript. It provides powerful code parsing, pattern matching, and refactoring capabilities for AI agents through the tree-hugger-js library, supporting multiple syntaxes such as JS/TS/JSX/TSX.

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

Test Coverage MCP is an MCP server that provides test coverage data for AI programming agents. It supports parsing LCOV format files, allowing agents to view coverage changes in real - time when coding, avoid coverage decline, and track improvement progress.

PMAT is a zero-configuration AI code context generation tool that provides functions such as code quality analysis, technical debt grading, mutation testing, repository health scoring, and semantic search. It supports over 17 programming languages and can be integrated with AI assistants such as Claude Code through the MCP protocol.

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 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.

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.

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.

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.

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.

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.

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

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

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.

RepoMap is a powerful code repository analysis and navigation tool that can be used as a command - line application or an MCP server. It intelligently analyzes the code structure and generates a prioritized code map through Tree - sitter code parsing and the PageRank algorithm.