Official MCP server connecting AI assistants to MongoDB databases and Atlas clusters for querying and administration.
npx -y mongodb-mcp-server@latestEnables AI agents to read, write, and manage data in any MongoDB deployment (Atlas, Community, Enterprise). Supports either a connection string or Atlas API credentials, and ships flags like --readOnly for safe production use.
Official Snowflake Labs MCP server for Cortex AI, semantic views, object management, and SQL orchestration.
Official MCP server turning Qdrant into a semantic memory layer for AI agents via qdrant-store and qdrant-find.
Connect Claude directly to PostgreSQL databases for schema inspection and read-only querying.