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qualityPersistent memory and pattern learning for AI coding assistants via MCP.
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- -securityAlicense-qualitywhat is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) server designed for interacting with Postgres databases, allowing for easy CRUD operations and automation without the need for a Node.js or Python environment.Last updated -6MIT License
- AsecurityAlicenseAqualityPostgres Pro is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the entire development process—from initial coding, through testing and deployment, and to production tuning and maintenance.Last updated -91,149MIT License
- AsecurityFlicenseAqualityA server implementing the Model Context Protocol (MCP) for Cursor that allows using a PostgreSQL database as storage for model contexts, enabling secure database exploration and querying.Last updated -1049
- -securityFlicense-qualityA Model Context Protocol server that enables querying PostgreSQL databases with tools for executing SELECT queries, inspecting database schemas, and listing tables through natural language.Last updated -
- -securityFlicense-qualityEnables comprehensive PostgreSQL database management through natural language including queries, schema operations, user management, and administrative tasks. Features enterprise-grade connection pooling, transaction support, and full database administration capabilities.Last updated -11761
- 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
- -securityFlicense-qualityAll In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...Last updated -87
- 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
- AsecurityAlicenseAqualityAn MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.Last updated -1Apache 2.0
- 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-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
- -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 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 server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.Last updated -
- MIT License
- AsecurityAlicenseAqualityThis MCP server provides unified diffs of two text inputs using Python's standard library difflib.Last updated -17MIT 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
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- 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-qualityAn extended PostgreSQL management and analysis server that provides database professionals with tools for schema management, query optimization, performance monitoring, and health analysis through a collection of specialized functions.Last updated -3MIT 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
- -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
- -securityAlicense-qualityA Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.Last updated -3Apache 2.0
- -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 implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.Last updated -
- 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
- AsecurityAlicenseAqualityAn MCP server for fetching and transforming web content into various formats.Last updated -47MIT License
- -securityAlicense-qualityA secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.Last updated -MIT License
- -securityAlicense-qualityA Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.Last updated -9Apache 2.0
- -securityAlicense-qualityEnables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.Last updated -16MIT License
- -securityAlicense-qualityThis server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.Last updated -19MIT License