Awesome MCP Tools

🐍 🏠 - 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.

📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.

🐍 🏠 - DuckDB database integration with schema inspection and query capabilities

📇 ☁️ - A MCP server integrating AniList API for anime and manga information

📇 🏠 - Airtable database integration with schema inspection, read and write capabilities

🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

🏎️ ☁️ - Open source MCP server specializing in easy, fast, and secure tools for Databases.

🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction

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📇 ☁️ - Web search capabilities using Microsoft Bing Search API

#️⃣ 🏠 🍎 🪟 🐧 - MCP Server for Unity Editor and for a game made with Unity

[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/mnemox-ai/tradememory-protocol) 🐍 🏠 - Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca.

[glama](https://glama.ai/mcp/servers/@duriantaco/mcp-skylos) 🐍 🏠 🍎 🪟 🐧 - Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false positives than Vulture. Includes AI-powered remediation.

** Search 13,000+ x402-enabled APIs from your AI agent. No API key needed — your wallet pays $0.01 USDC per search via x402. Works with Claude, Cursor, and Windsurf.

🐍 🏠 - This server enables LLMs to use calculator for precise numerical calculations

🎖️ 🐍 🏠 ☁️ - Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

📇 🏠 - A Model Context Protocol Server for MongoDB

Supabase MCP Server with support for SQL query execution and database exploration tools