Best Ruff MCP Servers
Ruff is an extremely fast Python linter and code formatter, written in Rust.
Why this server?
Provides comprehensive Python linting with auto-fixes using Ruff.
AlicenseAqualityBmaintenanceAn MCP server that performs comprehensive Python code analysis using Ruff, ty, and Vulture for linting, type checking, and dead code detection.Last updated269MITWhy this server?
Integrates with the Ruff linter for Python code quality checking, as indicated by the badge in the README.
PythonApache 2.0Why this server?
Integrates with Ruff for code linting during development, ensuring code quality standards are maintained.

Graphistry MCPofficial
AlicenseAqualityFmaintenanceGPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.Last updated171211MITWhy this server?
Allows searching for and retrieving boilerplate files for Ruff configurations.
AlicenseAqualityBmaintenanceEnables searching and browsing a curated matrix of 100+ engineering tools by name, tag, or use case, and retrieving ready-to-use boilerplate files for 30+ popular stacks.Last updated3MITWhy this server?
Enables fast Python linting and static analysis using the Ruff tool through the `squire lint` command.
AlicenseAquality-maintenanceRemote runtimes for validation and offload jobs.Last updated162Why this server?
Utilizes Ruff for code linting and formatting in the development workflow
AlicenseAqualityDmaintenanceA Model Context Protocol server that provides comprehensive Formula One racing data, enabling access to event schedules, driver information, telemetry data, race results, and performance analytics through natural language queries.Last updated81MITWhy this server?
Integrates with Ruff for linting Python code as part of the type annotation workflow
AlicenseBqualityDmaintenanceA Model Context Protocol server that enables AI assistants to analyze Python code, add type annotations, and perform type checking using Pyrefly's type inference engine.Last updated41MITWhy this server?
Used for linting the MCP server codebase, but no direct integration capabilities for external Ruff services are described.
AlicenseAqualityAmaintenanceAI-powered medical document management for cancer patients and caregivers. Connects Google Drive, Gmail, and Calendar to Claude, ChatGPT, and any MCP client.Last updated795MITWhy this server?
Employs Ruff as the code formatter and linter for the agenthold Python package, ensuring code quality and consistency.