
MCP Code Analyzer
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.
Python
3.5K
2.5 points

Secretagent
A Python project template managed by Poetry, supporting VS Code configuration, including running a proxy and using CodeQL for code analysis.
Python
3.5K
2 points

MCP File Context Server
An MCP server that provides file system context for large language models, supporting file operations, code analysis, and intelligent search.
TypeScript
3.5K
2.5 points

Jebmcp
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.
Python
3.4K
2.5 points

Frontend Testing (Jest & Cypress)
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.
TypeScript
3.5K
2.5 points

Codebasemcp
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.
Python
3.5K
2.5 points

MCP Server Tree Sitter
An MCP service for code analysis based on tree-sitter, providing intelligent code context management capabilities for Claude.
Python
3.3K
2.5 points

Kursk Ye Code2flow MCP Server
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
Python
3.2K
2 points

Sourcesage
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.
Python
3.5K
2.5 points

MCP Python Toolbox
The MCP Python Toolbox is a service that implements the model context protocol, providing a comprehensive Python development toolset for AI assistants.
Python
3.7K
2.5 points

Bsmi021 MCP File Context Server
A server that provides file system context for large language models, supporting file operations, code analysis, and intelligent caching.
TypeScript
3.3K
2 points

MCP Dev Agent
The MCP Development Agent is an intelligent development assistant based on the Model Context Protocol (MCP), providing memory management, document search, Git/GitHub integration, and code analysis functions. It supports CLI and SSE server modes and uses local AI models to achieve intelligent-assisted development.
Python
3.5K
2.5 points

MCP Neurolora
MCP Neurolora is an intelligent MCP server that provides code analysis, code collection, and documentation generation tools based on the OpenAI API.
TypeScript
3.3K
2.5 points

Argus
Argus is a multi - language code repository analysis and security assessment tool that supports code quality detection, security scanning, and Git operations.
Python
3.5K
2.5 points

MCP Server Aidd
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.
Python
3.4K
2 points

Ts Introspect MCP Server
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.
TypeScript
3.4K
2 points

Hanzo
Hanzo MCP is an AI service platform based on the Model Context Protocol, providing capabilities for code analysis, modification, project management, and integration with multiple development tools.
Python
3.4K
2.5 points

Nuanced MCP
A server based on the MCP protocol that provides code call graph analysis capabilities for LLMs through the nuanced library
Python
3.4K
2.5 points

Codelogic MCP Server
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.
Python
3.5K
2.5 points

Client MCP Server
A tool that connects Claude with GitHub repositories through the MCP protocol, supporting functions such as code analysis and deployment workflow generation
Python
3.4K
2 points

Findrepo MCP Remote
An MCP server application for analyzing code repositories
TypeScript
3.4K
2 points

Code Explainer
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.
TypeScript
3.3K
2.5 points

Skydeckai MCP Server Aidd
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.
Python
3.4K
2 points

Code2prompt
An MCP server based on the Rust library, used to generate context prompts from codebases and help AI assistants better understand and process code repositories.
Python
3.3K
2.5 points

Codebywaqas MRConfluenceLinker MCP Server
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.
Python
3.2K
2 points

Findrepo MCP Server
An MCP server application for analyzing code repositories
TypeScript
3.3K
2 points

Code2flow MCP Server
Package the code2flow tool as an MCP server to provide code call graph generation and analysis services
Python
3.3K
2.5 points

Ts Morph MCP Server
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.
TypeScript
3.3K
2 points

Bifrostmcp
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.
TypeScript
3.4K
2 points

Github PR Reviewer (Notion)
An intelligent Pull Request analysis assistant that integrates GitHub and Notion to achieve automated code review document generation.
Python
3.4K
2.5 points
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Featured MCP Services

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
827
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
85
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
139
4.5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
562
5 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
281
4.5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
751
4.8 points