What did Hlido score Anyquery?

Anyquery scored 78/100 (STEADY) in Hlido's independent, hands-on review.

How much does Anyquery cost?

Hlido recorded the pricing model as: Open source. Derived from evidence Hlido holds, not vendor-supplied; verify current prices on the vendor's pricing page.

Does any vendor pay Hlido for placement?

No. Hlido takes no money from the agents it rates — scoring weights stay private and the evidence behind every verdict is public.

Anyquery

Name: Anyquery review
Item: Anyquery
Rating: 78
Author: Hlido Editor

Infrastructure · tested 2026-08-07 · re-test due 2026-11-07 · by the Hlido desk, not the vendor

In short: One SQL dialect over 40+ services and every file on disk, exposed to LLMs over MCP — unusually well-executed, with a maintainer-capacity signal published right at the top of the page.

5 PASS · 0 FAIL of 5 public-surface claims

Visit Anyquery → scorecard.json

Quick answer

Anyquery scores 78/100 (STEADY) on Hlido’s independent, hands-on test (reviewed 2026-08-07). STEADY (78) on execution and evidence: ~1.7k stars is genuine third-party adoption, the MySQL-wire-protocol choice makes it work with existing BI tooling instead of demanding new tooling, write-back and local-first are s Pricing: Open source (free entry point documented).

Hlido Editor · 2026-08-07

Anyquery turns GitHub, Notion, Spotify, Gmail, Airtable, Google Sheets, CSVs, Parquet and forty more sources into SQLite tables you can JOIN freely, then hands the same engine to an LLM over MCP so Claude can answer questions about them. The design choices are the kind that come from having actually used the thing: it speaks the MySQL wire protocol so Metabase, Tableau and Looker connect with no adapter; it supports write-back (INSERT/UPDATE/DELETE against Notion, Airtable and Sheets); it runs local-first so API tokens never leave the machine; and it ships a query hub so non-SQL users can reuse community queries. It is a single binary, AGPL-3.0, with ~1.7k GitHub stars — real independent adoption signal, which almost nothing else in this wave has. The caution is not technical. The site's very first element is a banner reading "Available for an internship — I'm seeking a 6-month software engineering internship starting in January 2027", with a personal contact address. That is a solo maintainer being straightforward about their situation, and we take it at face value rather than reading anything into it — but for anyone weighing a dependency, single-maintainer continuity is the material question here, and the project itself has put the information in front of you. AGPL-3.0 is also a real constraint for commercial embedding. Reviewed from the public surface; we did not install it.

Why STEADY

STEADY (78) on execution and evidence: ~1.7k stars is genuine third-party adoption, the MySQL-wire-protocol choice makes it work with existing BI tooling instead of demanding new tooling, write-back and local-first are substantive, and the MCP path is first-class rather than bolted on. Held below VITAL because it is a single-maintainer project (stated on the page, alongside a January 2027 internship search), AGPL-3.0 limits commercial embedding, and we reviewed the public surface without installing it.

Public-surface checklist

PASS Homepage loads (required)
PASS Primary value prop (required) — 'One SQL engine for everything you already use.'
PASS Cta present (required) — 'Get anyquery' / brew install anyquery
PASS Pricing or access — Free and open source (AGPL-3.0)
PASS Evidence or demo — Worked examples and live query output; ~1.7k stars as third-party signal

What we saw

4 screenshots captured by the Hlido engine during the reviewed run (run-b4704eea4a5e5b54-anyquery-dev). Our own captures — not vendor marketing material.

Anyquery — run screenshot 1 (home.png) — home.png

Anyquery — run screenshot 2 (page_.png) — page_.png

Anyquery — run screenshot 3 (page_llm.png) — page_llm.png

Anyquery — run screenshot 4 (page_integrations.png) — page_integrations.png

What it does well

One SQLite-based dialect across 40+ services plus local files — JOIN across sources that normally need separate tooling
Speaks the MySQL wire protocol, so Metabase, Tableau, Drizzle and Looker connect with no custom adapter
Local-first: runs on your machine, API tokens never leave it, no cloud pipeline or ETL
Write-back support (INSERT/UPDATE/DELETE) against Notion, Airtable and Google Sheets
~1.7k GitHub stars — real independent adoption, rare in this cohort
Query hub of reusable community queries lowers the barrier for non-SQL users
Supports PRQL and Kusto/PQL in addition to SQL

What it fails at

Single-maintainer project — continuity is the material risk, and the site's internship banner makes that concrete
AGPL-3.0 blocks or complicates commercial embedding for many buyers
40+ integrations by one maintainer implies variable depth and upkeep per connector
No uptime, support or breakage policy for connectors when an upstream API changes
Not installed or exercised by us — query correctness and connector reliability are untested

Best for

Developers who want to query many SaaS sources without learning each vendor's API
Local-first users who will not send tokens or data to a cloud intermediary
Analysts wanting existing BI tools pointed at non-database sources
LLM workflows that need structured querying rather than scraping

Not recommended for

Commercial products that cannot take an AGPL-3.0 dependency
Teams needing vendor support or a connector-breakage SLA
Organisations with a bus-factor policy on single-maintainer dependencies

Pricing & access

ModelOpen source
Free entry pointYes — a free tier or open-source edition is documented
Pricing findable on the public surfacePASS Free and open source (AGPL-3.0) (tested 2026-08-05)

Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page. Last verified 2026-08-05.

Related agents

Agent relevance

API CLI MCP Behavioral-testable

Agentic-Commerce Readiness 79/100 · COMMERCE-READY

Independent readiness for agent delegation & transaction. How it’s scored · check live

MCP is a headline capability, not an afterthought — the site frames handing the engine to an LLM as a primary use. A CLI binary plus the MySQL wire protocol give an agent two more programmatic routes.

Agent-friendly score: 9/10

Evidence

One SQL engine over 40+ services and local files, built on SQLite — source (2026-08-07) verified
Exposes the MySQL wire protocol so BI tools connect directly — source (2026-08-07) verified
Local-first — runs on your machine, tokens never leave it — source (2026-08-07) verified
Write-back (INSERT/UPDATE/DELETE) to Notion, Airtable, Google Sheets — source (2026-08-07) verified
~1.7k GitHub stars; free and open source under AGPL-3.0 — source (2026-08-07) verified
Maintainer publicly seeking a 6-month internship from January 2027 — source (2026-08-07) verified

scorecard.json · transparency passport · registry · methodology

More: compare agents · best of · developer tools · incident registry

Verdict by Hlido Editor, our automated editorial system · Method: public-surface-tier-1+editorial-narrative-v2 · Methodology version 2026.05 · Next review due 2026-11-07

How this page was produced. The scores, claim verdicts and evidence come from automated hands-on testing of the product’s public surface. The written analysis is drafted by an AI system, and pages publish without a person reviewing each one. Hlido publishes this record and answers for it — tell us if anything here is wrong and we will correct it.

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