MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server that connects AI agents, IDEs, and applications directly to enterprise databases. It provides prebuilt tools for instant data exploration and a framework for building custom tools.
From the registry: MCP Toolbox for Databases enables your agent to connect to your database.

Please install the `genai-toolbox` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Database credentials** — Set environment variables for your target database (depends on --prebuilt=<db> choice) (https://mcp-toolbox.dev/documentation/configuration/prebuilt-configs/)
Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","@toolbox-sdk/server","--prebuilt=postgres"]
Note: Google's MCP Toolbox for Databases — prebuilt tools for Postgres, MySQL, SQL Server, BigQuery, Spanner, Firestore, MongoDB, Redis, Elasticsearch, CockroachDB, ClickHouse, Couchbase, Neo4j, Snowflake, Trino, and more. Change --prebuilt to match your database. Also supports running as HTTP server for custom tools.yaml configs.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.DATABASE_URLrequiredConnection string for the database.API_KEYrequiredAPI key for authentication.MongoDB Model Context Protocol Server