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. To connect Claude, Cursor or ChatGPT with OAuth sign-in, see the AI2SQL MCP server setup.

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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