mcp for · updated September 2026

The 10 best MCP servers for database access

These servers let an assistant read and query real databases, from a local SQLite file to production Postgres. Most support read-only modes; check each page for what credentials the server expects before it connects.

Ranked from the 278 servers we track for this job, on monthly installs, GitHub stars, and commit recency. Checked nightly.

01 Supabase ★ 2,910 · commit 2026-09-17 The Model Context Protocol (MCP) standardizes how Large Language Models (LLMs) talk to external services like Supabase. 462,519 installs/mo · no env vars documented 02 Codebase Memory ★ 43,715 · commit 2026-09-18 The fastest and most efficient code intelligence engine for AI coding agents. 43,666 installs/mo · no env vars documented 03 MongoDB MCP Server ★ 1,131 · commit 2026-09-17 A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. 312,082 installs/mo · needs 4 env vars 04 Dbx ★ 20,017 · commit 2026-09-18 Query databases from AI agents using connections configured in DBX. 36,211 installs/mo · needs 2 env vars 05 Dbhub ★ 3,534 · commit 2026-09-18 DBHub is a minimal MCP server: token-efficient, zero-dependency, and just two tools by default with opt-in extras. 102,527 installs/mo · no env vars documented 06 ClickHouse ★ 876 · commit 2026-09-16 Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB. 241,037 installs/mo · needs 12 env vars 07 Cloud Base ★ 1,114 · commit 2026-09-18 CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp 85,753 installs/mo · no env vars documented 08 Neo4j Cypher ★ 984 · commit 2026-09-09 A Model Context Protocol (MCP) server implementation that provides database interaction and allows graph exploration capabilities through Neo4j. 32,480 installs/mo · needs 12 env vars 09 Dynoxide ★ 89 · commit 2026-09-16 A DynamoDB emulator in Rust, backed by SQLite. 45,873 installs/mo · no env vars documented 10 Agent Swarm ★ 806 · commit 2026-09-18 An engine to make your company AI Native Built by desplega.sh . 9,965 installs/mo · no env vars documented

Before you pick

6 of these 10 run with no credentials documented, so the fastest test drive is one config paste away. 3 offer a remote endpoint, so you can connect by URL with nothing installed. Every server on this list has its own page with install configs, tool coverage, and alternatives.

Quick answers

Which MCP server is best for database access?

Supabase ranks first on our installs + stars + recency blend, with 462,519 installs last month. The right pick still depends on your stack: the list above says what each one plugs into.

What do these servers need before they run?

6 of the 10 document no required env vars, so you can paste the config and go. The rest need credentials first, and each server's page lists exactly which. 3 also offer a remote endpoint, so there is nothing to install at all.

How this list is ranked

A server appears here when its category or its own description says it does this job, and it clears our quality bar: actively maintained, real adoption, a working repository. Ranked on monthly installs, GitHub stars, and commit recency, recomputed nightly. No pay-to-rank, ever. Full recipe: how we verify.