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qualityA TypeScript framework for building Model Context Protocol (MCP) servers with automatic discovery and loading of tools, resources, and prompts.
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- -securityAlicense-qualityEnables semantic search and discovery of free public APIs from an extensive catalog. Provides embedding-based search over API names and descriptions, plus detailed API information retrieval.Last updated -22MIT License
- AsecurityAlicenseAqualityA powerful Model Context Protocol framework that extends Cursor IDE with tools for web content retrieval, PDF processing, and Word document parsing.Last updated -813MIT License
- -securityAlicense-qualityA middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.Last updated -3MIT License
- -securityAlicense-qualityA lightweight and modular framework for building MCP-based file management systems with standardized module structure, flexible configuration, and extensible functionality registration mechanisms.Last updated -3MIT License
- -securityAlicense-qualityA collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.Last updated -MIT No Attribution
- -securityFlicense-qualityA starter template for building Model Context Protocol (MCP) servers, enabling developers to create and add custom tools that can be integrated with Claude Desktop.Last updated -2
- -securityAlicense-qualityA comprehensive framework for building reliable Python MCP servers that enforces incremental development practices through Cursor Rules, featuring built-in security measures and a smart rule system.Last updated -MIT License
- AsecurityAlicenseAqualityA Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.Last updated -27424MIT License
- -securityAlicense-qualityMiddleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.Last updated -30234MIT License
- AsecurityAlicenseAqualityA powerful tool for fetching and extracting text content from web pages and APIs, supporting web scraping, REST API requests, and Google Custom Search integration.Last updated -48MIT License
- AsecurityAlicenseAqualityA Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.Last updated -27424MIT License
- -securityFlicense-qualityEnables web search across multiple search engines (DuckDuckGo, Bing, Startpage) with parallel execution and result deduplication. Also provides web page content extraction capabilities.Last updated -
- -securityAlicense-qualityA Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.Last updated -3Apache 2.0
- MIT License
- AsecurityFlicenseAqualityEnables free web searching using Google search results with no API keys required, returning structured results with titles, URLs, and descriptions.Last updated -1173
- -securityFlicense-qualityA server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.Last updated -
- -securityFlicense-qualityA lightweight web scraping server that allows Claude Desktop users to extract various types of data from websites, including text, links, images, tables, headlines, and metadata using CSS selectors.Last updated -3
- -securityFlicense-qualityAn MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.Last updated -4
- -securityFlicense-qualityA demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.Last updated -
- -securityAlicense-qualityA Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.Last updated -6MIT License
- MIT License
- AsecurityFlicenseAqualityA Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.Last updated -968
- -securityFlicense-qualityA Node.js-based frontend security audit tool that performs comprehensive dependency security audits for both local projects and remote repositories. Generates detailed Markdown reports with vulnerability detection, risk assessment, and fix recommendations.Last updated -154
- AsecurityAlicenseAqualityA server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.Last updated -327MIT License
- -securityFlicense-qualityEnables performing Google searches and retrieving content from the top 5 non-social media results. Returns crawled web page content as a single consolidated string for analysis.Last updated -4
- -securityFlicense-qualityA Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.Last updated -13
- -securityFlicense-qualityProvides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.Last updated -56
- -securityAlicense-qualityA streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.Last updated -14MIT License
- -securityFlicense-qualityA Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.Last updated -5
- AsecurityFlicenseAqualityA Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.Last updated -9
MCP Run Pythonofficial
-securityAlicense-qualityEnables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.Last updated -52MIT License