Best Ruff MCP Servers
Ruff is an extremely fast Python linter and code formatter, written in Rust.
Why this server?
Integrates with Ruff for code linting during development, ensuring code quality standards are maintained.
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.175 npm12MITWhy this server?
Runs Ruff as a Bazel aspect to analyze Python code and report findings in SARIF format.
AlicenseAqualityCmaintenanceMCP 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.811Apache 2.0Why 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?
Integrated into the development workflow for code formatting and checking.
AlicenseAqualityFmaintenanceMCP for Scorable Evaluation Platform312MITWhy this server?
Provides fast Python code analysis, linting, and static checking through integration with Ruff
Why this server?
Provides integration with the ruff linter to quickly identify and fix Python code issues within development loops.
AlicenseAqualityNot gradedmaintenanceAn enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum technique for iterative, self-referential AI development loops.1314 npm2-Why this server?
Employs Ruff as the code formatter and linter for the agenthold Python package, ensuring code quality and consistency.
Why this server?
Used for linting the MCP server codebase, but no direct integration capabilities for external Ruff services are described.
AlicenseAqualityDmaintenanceAI-powered medical document management for cancer patients and caregivers. Connects Google Drive, Gmail, and Calendar to Claude, ChatGPT, and any MCP client.795MITWhy this server?
Provides linting for the Python backend codebase as part of the development workflow.
AlicenseBqualityDmaintenanceA demonstration MCP server that provides example tools for weather queries, time retrieval, and request handling, along with advice prompts. Supports both HTTP and stdio modes for testing MCP client integrations.4MIT