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

📇 ☁️ 🏠 🍎 🪟 🐧 - One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.

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

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

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.

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

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

☁️ 🐍 - Search ArXiv research papers

🐍 🏠 - 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.

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

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

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

[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.

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

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

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

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

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

[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.