MCP Servers for Ruff

Ruff is an extremely fast Python linter and code formatter, written in Rust.

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  • Why this server?

    Used for code formatting and linting to maintain code quality in the MCP server implementation

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    A simple server implementing the Model Context Protocol (MCP) that echoes messages back, designed for testing MCP clients.
    1
    Python
    MIT License
  • Why this server?

    Uses Ruff for code linting and formatting in the development workflow to maintain code quality.

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    This 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.
    8
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Uses Ruff for code linting and formatting as part of the development workflow

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    A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.
    57
    Python
    MIT License
    • Apple
  • Why this server?

    Used for code formatting and linting during development of the server.

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    A server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.
    1
    Python
    MIT License
  • Why this server?

    Implements code style formatting using Ruff as indicated in the technology stack badges.

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    An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search, ontology exploration, and real-time clinical trial data access.
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Includes linting support using Ruff for code quality assurance

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    A server that provides rich UI context and interaction capabilities to AI models, enabling deep understanding of user interfaces through visual analysis and precise interaction via Model Context Protocol.
    24
    Python
    • Linux
    • Apple
  • Why this server?

    Used for code formatting and linting to maintain code quality across the stock information service codebase.

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    A FastMCP-based service that provides stock data including historical prices, fundamental information, and financial news.
    1
    Python
    • Linux
    • Apple
  • Why this server?

    Integrates the Ruff linter and formatter through ruff_check(paths) and ruff_format(paths) functions

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    This server provides an interface for performing basic file system operations such as navigation, reading, writing, and file analysis, allowing users to manage directories and files efficiently.
    3
    Python
  • Why this server?

    Utilizes Ruff for code quality checks during development.

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    An MCP server providing timezone conversions and time-related operations via RESTful API endpoints, featuring comprehensive error handling and timezone database integration.
    Python