-
securityA
license-
qualityPersistent memory and pattern learning for AI coding assistants via MCP.
Last updated -
341
62
MIT License
Matching MCP tools:
Matching MCP servers:
- -securityFlicense-qualityEnables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.Last updated -
- AsecurityAlicenseAqualityProvides tools for frontend testing including code analysis, test generation, test execution, and React component testing for Jest and Cypress frameworks.Last updated -421MIT License
- AsecurityFlicenseAqualityAn MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.Last updated -5
- -securityAlicense-qualityEnables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.Last updated -31141Apache 2.0
- AsecurityAlicenseAqualityA Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.Last updated -11MIT License
- -securityAlicense-qualityA local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.Last updated -342MIT License
- -securityFlicense-qualityAll In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...Last updated -87
- AsecurityFlicenseAqualityMCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.Last updated -114
- -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-qualityAn MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.Last updated -
- -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 -
YaVendió Toolsofficial
-security-license-qualityAn MCP-based messaging system that allows AI systems to interact with various messaging platforms through standardized tools for sending text, images, documents, buttons, and alerts.Last updated -- -securityFlicense-qualityA server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.Last updated -
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- MIT License
- -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
- -securityAlicense-qualityA dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.Last updated -MIT License
- -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
- 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
- -securityAlicense-qualityEnables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.Last updated -7Apache 2.0
- -securityFlicense-qualityA Python-based MCP server that provides coordinate conversion between latitude/longitude and UTM/TWD97, along with various civil engineering calculation tools for LLM and AI application integration.Last updated -2
- 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
- -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 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-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
- -securityAlicense-qualityA serverless MCP server deployed on Vercel that provides basic utility tools including echo, time retrieval, arithmetic operations, and mock weather information. Includes an interactive client application for testing and demonstration purposes.Last updated -MIT License
- -securityAlicense-qualityProvides access to OpenAI's advanced models (including o3) with integrated web search, Python code interpreter, and combined analysis capabilities. Enables users to perform web searches, execute code in sandboxed environments, and combine search with analysis through natural language.Last updated -MIT License
- 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
- AsecurityFlicenseAqualityA comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enabling contract auditing, wallet analysis, profitability tracking, and on-chain data retrieval.Last updated -1173610
- -securityFlicense-qualityAn MCP server that integrates various penetration testing tools, enabling security professionals to perform reconnaissance, vulnerability scanning, and API testing through natural language commands in compatible LLM clients like Claude Desktop.Last updated -4
- -securityAlicense-qualityA Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.Last updated -3Apache 2.0