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.
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 updated17811MITWhy this server?
Utilizes Ruff for code linting to maintain code quality standards
AlicenseAqualityCmaintenanceEnables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.Last updated1724MITWhy this server?
Incorporates Ruff for Python code linting and formatting, ensuring code quality and consistency as indicated by the Ruff badge.
MITWhy this server?
Provides fast Python linting and code formatting capabilities for maintaining code quality in security tool development
AlicenseCqualityCmaintenanceEnables AI agents to generate and manage specialized bug bounty hunting workflows including reconnaissance, vulnerability testing, OSINT gathering, and file upload testing. Provides REST API endpoints for comprehensive security assessments with intelligence-driven vulnerability prioritization.Last updated16402MITWhy this server?
Provides fast Python code analysis, linting, and static checking through integration with Ruff
Why this server?
Integrates with Ruff to provide linting validation for Python code, detecting violations and suggesting fixes.
AlicenseBqualityBmaintenanceTemporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.Last updated273MITWhy this server?
Integrated for code linting as part of the development workflow and quality standards.
AlicenseBqualityDmaintenanceLLM Driven Trading Platform Orchestration - Strategy Design, Research & ImplementationLast updated50105PythonMITWhy this server?
Integrates with Ruff for Python code linting and formatting as part of the development workflow.
AlicenseBqualityBmaintenanceA MCP server for the Frankfurter API for currency exchange rates.Last updated66MIT