10 MCP servers to connect LLMs with databases
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A curated overview of 10 official, vendor-backed MCP servers that connect LLMs and AI coding tools to major database platforms. Covers relational databases (Amazon Aurora MySQL/PostgreSQL, Supabase/Postgres), NoSQL (MongoDB), graph (Neo4j), vector (Pinecone), in-memory (Redis), data warehouse (Snowflake, BigQuery), and search (Elasticsearch via Elastic Agent Builder). Also includes Google's MCP Toolbox for Databases as a multi-database catch-all. Each entry describes supported operations, deployment options, and notable limitations. Security considerations such as prompt injection risks, minimum permissions, and MCP registries are addressed at the end.
