Reviewing MCP servers to connect with databases

Bill Doerrfeld | June 8, 2026

My latest for InfoWorld reviews MCP servers and agentic-ready tools for connecting AI agents with popular database styles.

What MCP servers are there for working with databases? Here's a look at some of the top options across major database and data warehouse vendor platforms.


These tools can be helpful to perform lookups, manage databases, or guide coding agents to generate code that matches database schema, all without wiring SQL by hand.


In the roundup, I review MCP servers and related tools from Amazon Aurora, BigQuery, Elasticsearch, Neo4j, MongoDB, Pinecone, Redis, Snowflake, Supabase, and others.


Some, like MCP Toolbox for Databases and DBHub from Bytebase, are catch-alls, able to work across various database styles, including PostgreSQL, MySQL, SQL Server, Oracle Database, MongoDB, Supabase, and more.


Each has its own nuances, and maturity varies.

Read: 10 MCP servers to connect LLMs with databases

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