Python
Apache 2.0
Best Ruff MCP Servers
Ruff is an extremely fast Python linter and code formatter, written in Rust.
Why this server?
Integrates with the Ruff linter for Python code quality checking, as indicated by the badge in the README.
Why this server?
Integrated into the development workflow for code formatting and checking.
MITWhy 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.17811MITWhy this server?
Runs Ruff as a Bazel aspect to analyze Python code and report findings in SARIF format.
AlicenseAqualityAmaintenanceMCP server for gavel, a code-quality gate for Bazel monorepos. Exposes judge, findings, coverage and architecture tools so a coding agent can check its change against the quality gate (lint, coverage, layer rules) before declaring it done — all off the Bazel build graph, over just what changed.88Apache 2.0Why this server?
Integrates with Ruff for Python code linting and formatting as part of the development workflow.
AlicenseBqualityAmaintenanceA MCP server for the Frankfurter API for currency exchange rates.66MITWhy this server?
Uses Ruff for code quality checking and linting during development.
AlicenseAqualityAmaintenanceProvides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.202MITWhy this server?
Uses Ruff for code linting and formatting in the development workflow to maintain code quality.
AlicenseAqualityCmaintenanceThis 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 FastF1.82MITWhy this server?
Incorporates Ruff for Python code linting and formatting, ensuring code quality and consistency as indicated by the Ruff badge.
MITWhy this server?
Integrated for code linting as part of the development workflow and quality standards.
AlicenseBqualityDmaintenanceLLM Driven Trading Platform Orchestration - Strategy Design, Research & Implementation50116PythonMIT
