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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.

🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

🎖️ 🐍 ☁️ 🍎 - 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.

[glama](https://glama.ai/mcp/servers/@alibaizhanov/mengram) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile). 29 MCP tools, knowledge graph, smart triggers, multi-user isolation. Python & JS SDKs.

[glama](https://glama.ai/mcp/servers/@entire-vc/evc-team-relay-mcp) - Give AI agents read/write access to your Obsidian vault via MCP

🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.

📇 ☁️ - Provides tools to search Airbnb and get listing details.

[glama](https://glama.ai/mcp/servers/@spranab/brainstorm-mcp) 📇 🏠 🍎 🪟 🐧 - Multi-round AI brainstorming debates between multiple models (GPT, Gemini, DeepSeek, Groq, Ollama, etc.). Pit different LLMs against each other to explore ideas from diverse perspectives.

**Notion MCP Server** is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools.

An MCP server that provides LLMs access to other LLMs

Scans codebases for AI framework usage (16 frameworks) and checks compliance against EU AI Act requirements. Features 4-tier risk categorization, GDPR compliance checking, report generation, and compliance document templates.

Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + 12 MCP Tools. Zero external servers.