This page's audience our own tag's counts — open to see them

Period

–Visits

–Page views

–Clicks to vendors

–Time on page

–Reading now

Clicks to vendors, by tool

Top countries

Devices

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

mnemiq

Free#6 of 19 in AI SQL Generators

mnemiq: A self-hosted SQL generator with policy controls, validation, traces, and evaluation tools. Ranked #6 of 19 in AI SQL Generators by our editors (8.8/10); pricing: Open source; best for teams prioritizing SQL safety and evaluation.

8.8/10Editor score

Visit mnemiq

mnemiq8.8 Visit mnemiq

At a glance

Editor score
8.8 / 10
Pricing
Open source
Best for
Teams prioritizing SQL safety and evaluation
Paid from
Free
Facts checked
20 Sep 2026

Where it wins
- Read-only enforcement with row- and column-level access policies
- Dialect, EXPLAIN, and query-plan checks before execution
- Evaluation harness, refusal reasons, and SQL execution traces
Where it doesn't
- Self-hosted deployment requires your team to run the engine
- Model endpoint configuration is part of the deployment setup
- Focused on governed SQL generation rather than a broad analytics suite

Our verdict on mnemiq

mnemiq is an open-source text-to-SQL engine for enterprise data agents. It turns natural-language questions into SQL with a language model, enriches and retrieves schema context, and runs in the user's environment. Teams building data agents that need controlled database access can use it through web, API, or self-hosted deployment, with support for OpenAI-compatible model endpoints.

Governance is the product's defining strength. Before execution, mnemiq can enforce read-only queries, apply row- and column-level access policies, and validate SQL dialects, EXPLAIN output, and query plans. When a request is unsupported, it can refuse with stated reasons instead of returning an unchecked query. Execution traces show which tables were accessed, giving teams a direct record of query scope. These controls suit environments where generated SQL must be constrained and explainable.

The engine connects with PostgreSQL, SQLite, DuckDB, Oracle, Snowflake, and Databricks. Its evaluation harness lets teams assess performance against custom databases and benchmarks, while the MCP server exposes read-only database tools for compatible agent workflows. Setup centers on self-hosting, schema enrichment, model-endpoint configuration, and database connectivity, so it fits teams prepared to operate their own environment. Choose mnemiq when policy enforcement, validation, and evaluation matter more than a managed analytics workspace; consider a broader platform if you need turnkey hosting or capabilities beyond governed text-to-SQL.

Your product? Our editors can test mnemiq in depth and publish a review, labelled as paid · from $149/mo →

mnemiq pricing

Plans Open sourceFree Free to use — no paid tier required for the core job.

See plans on agenticfabriq.com

mnemiq fact sheet

Free plan	Not verified
Paid from	Free
Query explanations	Not verified
Query optimization	Not verified
Database connections	Not verified
Deployment	Self_hosted
SQL dialects	Not verified
Schema context	Yes
Deployment	Self-hosted
Platforms	Web
Built for	Enterprise (editorial estimate)
Integrations	6 integrations: PostgreSQL, SQLite, DuckDB, Oracle, Snowflake, Databricks
Pricing	Open source
Website	agenticfabriq.com
Facts checked	20 Sep 2026

mnemiq integrations

mnemiq lists 6 integrations on its own site.

PostgreSQL
SQLite
DuckDB
Oracle
Snowflake
Databricks

Alternatives to mnemiq

See all mnemiq alternatives →

mnemiq vs the competition

Compare mnemiq with any tool side by side →

Used mnemiq? Be the first to review it

The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used mnemiq for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.

Write a reviewTwo minutes · verified accounts only · read by an editor before it appears

Reviews come only from verified accounts. Sign in or create an account first — your e-mail is never shown.

Title

Your review

0 characters · at least 80, up to 3,000

Pros (optional · one per line)

Cons (optional · one per line)

Your name (shown with your review)

Role (optional)

Company (optional)

How long have you used it?

I've used mnemiq myself and this is my honest opinion — nobody paid or asked me to write it.

Posted from your verified account. Reviews appear after an editor reads them, usually within two working days.

Featured on iTechGuides

mnemiq is listed in our AI SQL Generators directory. Add the badge to your site — it links back to this page.

<a href="https://www.itechguides.com/products/mnemiq/"><img src="https://www.itechguides.com/best/badge/mnemiq.svg" alt="Featured on iTechGuides" width="230" height="46"></a>

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Last updated 7 Oct 2026 · How we research and update