MCP Servers

The fast, Pythonic way to build MCP servers and clients.

🎖️ ☁️ - AWS MCP servers for seamless integration with AWS services and resources.

🐍 🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers.

🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance

Credential isolation proxy for AI agents. Injects API keys at the network boundary so your agent never sees the raw credential. Supports domain allowlists, agent auth, policy enforcement, and audit logging.

Intelligence layer for discovering and orchestrating Japanese SaaS MCP tools (AEO)

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, players, odds and model win-probability.

MCP server for advanced web search using Tavily

MCP server for interacting with MySQL databases with write operations support

A MCP server for GitLab

MCP server exposing SSH control for Linux and Windows systems via Model Context Protocol.

A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API.

XcodeBuildMCP is a Model Context Protocol server that provides tools for Xcode project management, simulator management, and app utilities.

Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots

🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction

🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

🐍 🏠 - The Redis official MCP Server offers an interface to manage and search data in Redis.

🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks.

[glama](https://glama.ai/mcp/servers/@flytohub/flyto-core) 🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport.

📇 🏠 - Provide coding agents direct access to Figma data to help them one-shot design implementation.

🎖️ 🐍 ☁️ 🍎 - MCP server for the incident management platform [Rootly](https://rootly.com/).

🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter.

[glama](https://glama.ai/mcp/servers/berthelius/frihet-mcp) 📇 ☁️ - AI-native business management — invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline.