Ruff | Glama

Glama

MCP Servers for Ruff

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

View all MCP Servers

Why this server?
Integrates with the Ruff linter for Python code quality checking, as indicated by the badge in the README.
Panther MCP Serverofficial
panther-labs
A
security
A
license
A
quality
mcp-panther
Last updated -
34
22
Python
Apache 2.0
Why this server?
Integrated for code linting as part of the development workflow and quality standards.
QuantConnect MCP Server
taylorwilsdon
A
security
A
license
A
quality
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Implementation
Last updated -
38
16
Python
MIT License
Why this server?
Incorporates Ruff for Python code linting and formatting, ensuring code quality and consistency as indicated by the Ruff badge.
dev-kit-mcp-server
DanielAvdar
A
security
A
license
A
quality
dev-kit-mcp-server
Last updated -
5
3
Python
MIT License
Why this server?
Integrates with Ruff for Python code linting and formatting as part of the development workflow.
FrankfurterMCP
anirbanbasu
A
security
A
license
A
quality
A MCP server for the Frankfurter API for currency exchange rates.
Last updated -
5
1
Python
MIT License
Why this server?
Provides fast Python code analysis, linting, and static checking through integration with Ruff
lsp-mcp
flothjl
A
security
A
license
A
quality
A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.
Last updated -
1
2
Python
MIT License
Why this server?
Used for code formatting and linting to maintain code quality in the MCP server implementation
Echo MCP Server
piebro
A
security
A
license
A
quality
A simple server implementing the Model Context Protocol (MCP) that echoes messages back, designed for testing MCP clients.
Last updated -
1
2
Python
MIT License
Why this server?
Uses Ruff for code linting and formatting in the development workflow to maintain code quality.
Formula One MCP Server (Python)
Machine-To-Machine
A
security
A
license
A
quality
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.
Last updated -
8
1
Python
MIT License
Why this server?
Enables code formatting and linting for the Microsoft MCP server codebase.
Microsoft MCP
elyxlz
A
security
F
license
A
quality
A powerful MCP server that enables AI assistants to interact with Microsoft Graph API for managing Outlook emails, Calendar events, OneDrive files, and Contacts through natural language commands.
Last updated -
20
8
Python
Why this server?
Provides fast Python linting capabilities for the codebase.
Content Server
yogeshkulkarni553
A
security
F
license
A
quality
Stores Organizations content
Last updated -
5
Python
Why this server?
Integrates with Ruff for code linting during development, ensuring code quality standards are maintained.
Graphistry MCPofficial
graphistry
-
security
A
license
-
quality
GPU-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 updated -
8
Python
MIT License
Why this server?
Integrated for code linting in the development workflow, with auto-fix capabilities for addressing linting issues.
Hello World MCP Server
ai-mcpx
-
security
A
license
-
quality
A simple MCP server that generates multi-language greetings and provides server information using the FastMCP framework.
Last updated -
Python
MIT License
Why this server?
Used for code formatting and linting during development of the MCP server
MCP Server - Images
rmrfslashbin
-
security
A
license
-
quality
A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.
Last updated -
Python
MIT License
Why this server?
Incorporates Ruff for code linting as part of the development workflow
MCP Code Analysis Server
johannhartmann
-
security
A
license
-
quality
An intelligent server that provides semantic code search, domain-driven analysis, and advanced code understanding for large codebases using LLMs and vector embeddings.
Last updated -
3
Python
MIT License
Why this server?
Incorporates Ruff for code linting to maintain high code quality in the GitHub stars analysis implementation.
GitHub Stars MCP Server
Dustyposa
-
security
A
license
-
quality
A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.
Last updated -
2
Python
Apache 2.0
Why this server?
Integrated for code linting to maintain code quality and consistency
Python MCP Server Development Framework
Kenlan2022
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security
A
license
-
quality
A comprehensive framework for building reliable Python MCP servers that enforces incremental development practices through Cursor Rules, featuring built-in security measures and a smart rule system.
Last updated -
MIT License
Why this server?
Provides code linting capabilities for maintaining code quality in the Microsoft Graph MCP server implementation.
Microsoft Graph MCP Server
burconsult
-
security
A
license
-
quality
A comprehensive server that enables AI applications to interact with Microsoft 365 and Azure AD services through standardized Model Context Protocol interfaces.
Last updated -
1
Python
MIT License
Why this server?
Integrated into the development workflow for code formatting and checking.
Root Signals MCP Serverofficial
root-signals
-
security
F
license
-
quality
Root Signals MCP Server
Last updated -
7
Python
Why this server?
Used for linting the MCP server codebase to ensure code quality and consistency when contributing to the Statsig integration.
Statsig MCP Server
GeLi2001
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security
A
license
-
quality
Enables AI assistants to interact with Statsig's feature management and experimentation platform, allowing them to check feature flags, retrieve configurations, get experiment assignments, and log events.
Last updated -
Python
MIT License
Why this server?
Employs Ruff for code linting in the development process.
ServiceNow MCP Server
LokiMCPUniverse
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security
A
license
-
quality
A Model Context Protocol server that enables AI assistants and development tools to interact with ServiceNow instances, providing comprehensive API coverage for incident management, change management, CMDB, and other ServiceNow modules.
Last updated -
1
Python
MIT License
Why this server?
Integrated for code linting during development, ensuring code quality for the URL reputation and validation service.
URL Reputation and Validity Checker
prismon
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security
A
license
-
quality
Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.
Last updated -
Python
MIT License
Why this server?
Used for code formatting and linting during development of the server.
Schwab Model Context Protocol Server
jkoelker
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security
A
license
-
quality
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.
Last updated -
10
Python
MIT License
Why this server?
Uses Ruff for code linting and formatting as part of the development workflow
AWS Model Context Protocol Server
alexei-led
-
security
A
license
-
quality
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.
Last updated -
148
Python
MIT License
Why this server?
Implements code style formatting using Ruff as indicated in the technology stack badges.
mcp-cortellis
uh-joan
-
security
A
license
-
quality
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.
Last updated -
Python
MIT License
Why this server?
Uses Ruff for code formatting and style enforcement to maintain code quality standards.
Weather MCP Server
laksh-krishna-sharma
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security
F
license
-
quality
A Model Context Protocol (MCP) server that provides real-time weather alerts and forecasts from the US National Weather Service.
Last updated -
Python
Why this server?
Uses Ruff for comprehensive Python code analysis with configurable rules
MOIDVK
moikas-code
-
security
F
license
-
quality
A comprehensive Model Context Protocol (MCP) server that provides 37+ intelligent development tools across JavaScript/TypeScript, Rust, and Python with security-first design and high-performance features.
Last updated -
129
1
JavaScript
Why this server?
Incorporates Ruff for code linting and formatting as part of the development toolchain.
JSON Schema Validator MCP Server
EienWolf
-
security
F
license
-
quality
A comprehensive server that enables validation of JSON data against JSON Schema Draft 2020-12, with support for external references, schema management, and real-time streaming validation.
Last updated -
Python
Why this server?
Integrates with Ruff for code linting and formatting, ensuring consistent code style and quality throughout the project.
Meraki Dashboard MCP Server
rigzindorje
-
security
F
license
-
quality
An MCP (Model Context Protocol) server that enables interaction with the Cisco Meraki Dashboard API, allowing users to manage Meraki networks, devices, and configurations through natural language.
Last updated -
Python
Why this server?
Integrates Ruff for code linting and formatting to maintain code quality
Velo Payments API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interaction with Velo Payments APIs for global payment operations, automatically generated using AG2's MCP builder from the Velo Payments OpenAPI specification.
Last updated -
Python
Why this server?
Offers linting and formatting tools specifically designed for Python codebases, helping maintain code quality for the MCP server.
Google Maps Reviews Scraper MCP Server
qingyun-wu
-
security
F
license
-
quality
This server enables users to programmatically scrape and access Google Maps reviews through a Multi-Agent Conversation Protocol interface to the Apify API.
Last updated -
Python
Why this server?
Handles code formatting and linting to maintain code quality standards.
Enterprise MCP Server
maybeswapnil
-
security
F
license
-
quality
A production-ready Model Context Protocol server that integrates with ServiceNow for enterprise workflows and provides comprehensive health monitoring capabilities.
Last updated -
2
Python
Why this server?
Integrates with Ruff for code linting and quality checks in the development workflow.
Ceph MCP Server
rajmohanram
-
security
F
license
-
quality
A Model Context Protocol server that enables AI assistants to interact with Ceph storage clusters through natural language, making storage management more accessible and intuitive.
Last updated -
2
Python
Why this server?
Used for code linting and formatting to maintain code quality and consistency.
MCP Server for Cirro Data
NorahZager
-
security
F
license
-
quality
This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
Last updated -
Python
Why this server?
Integrated for code linting and formatting, ensuring code quality and consistent style throughout the MCP server codebase.
PokéAPI MCP Server
kumaranvpl
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to access Pokémon data through the PokéAPI, enabling agents to retrieve information about Pokémon species, abilities, moves, and more via natural language.
Last updated -
Python
Why this server?
Includes linting support using Ruff for code quality assurance
OmniMCP
OpenAdaptAI
-
security
F
license
-
quality
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.
Last updated -
51
Python
Why this server?
Used for code formatting and linting to maintain code quality across the stock information service codebase.
Stock Info Service
tddt
-
security
F
license
-
quality
A FastMCP-based service that provides stock data including historical prices, fundamental information, and financial news.
Last updated -
6
Python
Why this server?
Integrates the Ruff linter and formatter through ruff_check(paths) and ruff_format(paths) functions
MCP File System Server
kvas-it
-
security
F
license
-
quality
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.
Last updated -
4
Python
Why this server?
Utilizes Ruff for code quality checks during development.
Time Server
clssck
-
security
F
license
-
quality
An MCP server providing timezone conversions and time-related operations via RESTful API endpoints, featuring comprehensive error handling and timezone database integration.
Last updated -
Python

Panther MCP Serverofficial

Graphistry MCPofficial

Root Signals MCP Serverofficial