AI Tool Generator

Generate a connector
from any API spec.

Point rsync.ai at an OpenAPI, Swagger, or GraphQL spec — or just the docs URL — and it builds a versioned connector your pipelines can read from, with auth, schema discovery, and pagination, shipped as a Docker image in minutes. It is an MCP server under the hood. You review it, then run it.

TL;DR

The rsync.ai AI Tool Generator turns a REST or GraphQL API specification into a working, versioned connector (an MCP server under the hood) — authentication, schema discovery, and pagination included — packaged as a Docker image. Generation runs on rsync.ai Cloud. Instead of a fixed catalog with a ceiling, rsync.ai generates the connector you're missing on demand; the connector code is source-available under the rsync.ai Source-Available License.

OpenAPI, Swagger, or GraphQL — or just a docs URL
Auth, schema discovery & pagination generated for you
Versioned, containerized connector (source-available)
Minutes, not a vendor roadmap wait

Start freeBrowse built-in connectors

From spec to connector in four steps

The generator does the discovery and plumbing. You review the result and run it.

Point it at a spec

Paste an OpenAPI or Swagger spec, a GraphQL endpoint, or just the API's documentation URL. No SDK, no boilerplate, no connector template to fill in by hand.

It discovers the API

rsync.ai reads the spec and maps out the resources, authentication scheme, schema, and pagination style — the same discovery step that powers a normal pipeline run.

It generates the connector

You get a versioned connector (an MCP server under the hood) with authentication, schema discovery, and cursor-based pagination wired in — packaged as a Docker image, ready to drop into a pipeline.

Review, then run

Review the generated connector, validate it against your data, and regenerate it any time — then use it like any built-in connector. The connector code is source-available under the rsync.ai Source-Available License to read, edit, or fork.

What a generated connector gives you

A working connector with the hard parts wired in — for you to review before it runs.

REST and GraphQL

Generate from an OpenAPI/Swagger document for REST APIs, or from a GraphQL schema. The generator picks the right template and emits a connector that speaks the API's own protocol.

Auth, schema & pagination included

Generated connectors handle authentication, discover the schema, and page through results with cursor pagination — the plumbing that usually takes an engineer days to get right.

Versioned & containerized

Each connector ships as a versioned Docker image, so you can pin, roll back, and regenerate as the upstream API changes — instead of filing a ticket and waiting on a vendor roadmap.

Source-available, not a black box

You can read the generated connector's code, fork it, or hand-tune an edge case — yours under the rsync.ai Source-Available License, the opposite of a closed managed connector you can't inspect.

We use it on our own connectors

Our Stripe and GitHub connectors came out of the Tool Generator and were reviewed by hand — the same path your custom connector takes. Both are in preview. Our hand-built connectors, such as Shopify, are live in production.

StripeGitHub

Generated connectors vs. hand-built catalogs

An honest look — including where the incumbents' catalogs are still bigger.

Feature	rsync.aiyou	Fivetran	Airbyte
Generate a connector from an OpenAPI / Swagger spec
Generate a connector from a GraphQL API
Versioned, containerized connector output
Source-available connector code you can read & edit
Ready in minutes — no vendor ticket or roadmap wait
No per-row / per-MAR pricing
Hundreds of pre-built, vendor-maintained connectors

What to expect (and what not to)

The Tool Generator produces a working connector scaffold in minutes, with auth, schema discovery, and pagination handled — not a magic guarantee that every API on the internet works flawlessly with zero review. Treat a generated connector like generated code: run it against your data and validate before production. Because the connector code is source-available, you can read and adjust it line by line. That's the honest trade — the incumbents give you a polished managed connector when they happen to have one; rsync.ai gives you the ability to generate one when they don't.

AI Tool Generator — frequently asked

What is the rsync.ai Tool Generator?

It's a generator that turns an API specification into a working connector. You give it an OpenAPI or Swagger document, a GraphQL schema, or a docs URL; it discovers the API's resources, authentication, schema, and pagination, then produces a versioned connector packaged as a Docker image. Instead of maintaining a fixed catalog of hand-built connectors, rsync.ai generates the one you need on demand.

How is this different from Fivetran or Airbyte connectors?

Fivetran and Airbyte ship large catalogs of connectors that humans build and maintain — so a catalog has a ceiling, and a source that isn't in it means waiting on a roadmap. rsync.ai generates a connector from the API's own spec, so the long tail of niche or internal APIs isn't a blocker. rsync.ai has fewer pre-built managed connectors than the incumbents; the difference is that you can generate the missing one yourself in minutes rather than file a request.

Is a generated connector production-ready out of the box?

It's a working connector scaffold, generated in minutes, that handles auth, schema discovery, and pagination — but you should validate it against your data before relying on it in production, just as you would review any generated code. The source-available code lets you read exactly what it does and adjust it. rsync.ai's Stripe and GitHub connectors were built this same way and are in preview; our hand-built connectors, such as Shopify, are live in production.

What kinds of authentication does the generator handle?

Generated connectors handle common REST and GraphQL authentication — API keys (in header or query), bearer tokens, and similar schemes declared in the spec. The generator reads the auth definition from the API's documentation and wires it into the connector, so you configure credentials rather than write auth code.

Can it generate connectors for data warehouses like Snowflake or BigQuery?

Data-warehouse destinations are handled as first-class connectors rather than through the Tool Generator: BigQuery and Databricks are live, and Snowflake and Redshift are in preview. The Tool Generator is aimed at the long tail of REST and GraphQL APIs — SaaS tools, internal services, and niche sources that no vendor maintains a connector for.

Do I own the connectors I generate?

Yes. The connectors you generate are yours to use — versioned in your workspace with no lock-in. Generation runs on rsync.ai Cloud. If you self-host rsync.ai, the built-in connector catalog runs entirely inside your own infrastructure. The rsync.ai Source-Available License lets you self-host and modify it for your own company's internal use; reselling it, hosting it for others as a service, or building it into a product you sell needs a commercial license.

The connector you're missing is a spec away.

Start free on rsync.ai Cloud and generate a connector from your first API spec today.

Start free Explore your data in plain English

Connector generation is live on rsync.ai Cloud — start free today.