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qualityProvides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
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- -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
- -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-qualityAn interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.Last updated -27Apache 2.0
- -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 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-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
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- -securityFlicense-qualityServer that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.Last updated -12
- -securityFlicense-qualityA personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.Last updated -
- -securityAlicense-qualityPersistent memory and pattern learning for AI coding assistants via MCP.Last updated -34162MIT 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
- 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
- AsecurityAlicenseAqualityImplements Model Context Protocol (MCP) to enable interaction with CODING DevOps platform through standardized interfaces for managing projects and work items.Last updated -601MIT License
mcp-run-pythonofficial
-securityAlicense-qualityModel Context Protocol server to run Python code in a sandbox.Last updated -1,46212,561MIT License- -securityAlicense-qualityA Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.Last updated -3Apache 2.0
- AsecurityAlicenseAqualityThis MCP server provides unified diffs of two text inputs using Python's standard library difflib.Last updated -17MIT License
- -securityAlicense-qualityProvides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.Last updated -31MIT License
- -securityAlicense-qualityProvides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.Last updated -41MIT 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
- 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 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 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
- -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 -
- -securityFlicense-qualityEnables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.Last updated -5
- AsecurityAlicenseAqualityStdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.Last updated -132MIT License
- AsecurityAlicenseAqualityThis project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.Last updated -81MIT License
- -securityFlicense-qualityAll In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...Last updated -87
- AsecurityAlicenseAqualityA template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.Last updated -35MIT License