AI2SQL Gateway vs a raw Postgres MCP server

Both connect an AI agent to PostgreSQL over MCP. The difference is everything around the connection — enforcement, hosting, audit and cost. Here's an honest read on which fits when.

A raw Postgres MCP server and the AI2SQL Gateway both do the same core job: expose run_query and describe_schema so an agent can work with your database. They diverge on what surrounds that. This isn't a "we win everything" comparison — each is the right answer for different situations.

Where a raw Postgres MCP server wins

Where the AI2SQL Gateway wins

How to choose

It comes down to two questions. Does data have to stay in your network? If yes, self-host — the gateway isn't for you, and that's fine. Do you want zero ops and a built-in audit trail? If yes, the gateway is the shortest path: no server to run, read-only enforced two ways, every query logged, keys you can revoke.

A reasonable rule of thumb: raw self-hosted MCP for a local or fully-internal database where you want control and don't need audit; the AI2SQL Gateway for a database where "who queried what, and can I stop them instantly?" is a question you'll eventually be asked. For the wider field including DBHub, Supabase MCP and enterprise platforms, see Postgres MCP server options compared.

Frequently asked

Is AI2SQL Gateway just a Postgres MCP server? +

It's a Postgres MCP endpoint plus a control plane: statement classification, a read-only transaction, row limits, timeouts, revocable per-agent keys and a query audit log — all hosted, so there's no server to run.

When is a raw Postgres MCP server the better choice? +

When you need data to never leave your network (self-host), when you want it free and open source, when you need many database engines, or when you want index tuning and health analysis — Postgres MCP Pro and DBHub cover those cases well.

Why not just use the official Postgres MCP server? +

It was archived in 2025 and its read-only transaction had a documented SQL-injection bypass. If you want a maintained option, look at Postgres MCP Pro, DBHub, or a hosted gateway.

Does the gateway cost money? +

There's a free tier — one connection and one key with the full guardrails, capped by a monthly quota. Paid plans add more connections, longer audit history and higher limits. The self-hosted OSS servers are free but you run them.

Give your agent a database it can't break

Connect a database, grab a key, paste one config. Read-only, logged and revocable from the first query.

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