# MLGatee > Deploy trained models as key-protected HTTPS endpoints for notebook users. Canonical: https://usefulshelf.co/apps/mlgatee Last updated: 2026-10-28 MLGatee lets you upload a trained model or deploy it from a notebook to get a key-protected HTTPS endpoint. It inspects the model file, pins the needed package versions, and runs the model in its own service. Listed under Developer tools on UsefulShelf. Pricing: Free, Freemium and Subscription. Available on Web. [Visit website](https://mlgatee.com/?utm_source=usefulshelf&utm_medium=referral&utm_campaign=directory&utm_content=web-mlgatee-free&ref=usefulshelf) | Information | Details | | --- | --- | | Category | Developer tools | | Pricing | Free, Freemium, Subscription. Free: $0, one model, 50 awake hours a month. Starter: $19/month, one model, always awake. Pro: $49/month, three models, awake while they're used. Enterprise: from $499/month. | | Platforms | Web. Web app at app.mlgatee.com; Python client; any HTTP client. | | Features | API | | Listed on UsefulShelf | 2026-10-15 | | Updated | 2026-10-28 | ## Overview ### About MLGatee lets you upload a trained model or deploy it from a notebook to get a key-protected HTTPS endpoint. It inspects the model file, pins the needed package versions, and runs the model in its own service. ### Who is it for? People who train machine learning models, especially notebook users and developers. ### The problem It removes the need to send notebooks or run and manage model servers yourself. ### How it works Sign in, upload a model file or call the Python client from a notebook, let MLGatee inspect and deploy it, then call the generated HTTPS endpoint with a key. ### Key features - Upload model files or deploy from a notebook in one line of Python - Inspect model bytes without loading the file - Create a key-protected HTTPS endpoint for each model - Roll back to recent versions and view calls, errors, and timings ### What makes it different It reads model files as bytes and never loads them on its servers; each model gets its own service and pinned package versions. ### Use cases Deploying a trained model from a notebook and calling it as an API. Serving classifier predictions with /predict and /predict\_proba. Every listing is reviewed before it goes live. [How review works](https://usefulshelf.co/bot). ## Features - Upload model files or deploy from a notebook in one line of Python - Inspect model bytes without loading the file - Create a key-protected HTTPS endpoint for each model - Roll back to recent versions and view calls, errors, and timings ## Frequently asked questions ### What is MLGatee? MLGatee lets you upload a trained model or deploy it from a notebook to get a key-protected HTTPS endpoint. It inspects the model file, pins the needed package versions, and runs the model in its own service. ### Who is MLGatee for? People who train machine learning models, especially notebook users and developers. ### How does MLGatee work? Sign in, upload a model file or call the Python client from a notebook, let MLGatee inspect and deploy it, then call the generated HTTPS endpoint with a key. ### What makes MLGatee different? It reads model files as bytes and never loads them on its servers; each model gets its own service and pinned package versions. ### When would someone use MLGatee? Deploying a trained model from a notebook and calling it as an API. Serving classifier predictions with /predict and /predict\_proba. ### What are the key features of MLGatee? Upload model files or deploy from a notebook in one line of Python. Inspect model bytes without loading the file. Create a key-protected HTTPS endpoint for each model. Roll back to recent versions and view calls, errors, and timings. ### How is MLGatee priced? Its listing shows a free, freemium and subscription pricing model. Check the official website for current plans and limits. ### Where can I use MLGatee? MLGatee is available on Web. ### What technical traits does MLGatee have? MLGatee is tagged as API. ### Where is the official MLGatee website? MLGatee is at mlgatee.com. UsefulShelf links to it directly from this page. ## Reviews No reviews yet. ## Domain Rating by Ahrefs Recorded scores out of 100. [Ahrefs](https://ahrefs.com/). | Date | Domain Rating | Recorded at | | --- | --- | --- | | 2026-10-15 | 0.7 | 2026-10-15T12:00:37.128Z | | 2026-10-16 | 0.7 | 2026-10-16T00:05:26.243Z | | 2026-10-17 | 1.9 | 2026-10-17T03:01:04.153Z | | 2026-10-18 | 3.5 | 2026-10-18T00:24:43.773Z | | 2026-10-19 | 3.6 | 2026-10-19T01:24:18.335Z | | 2026-10-20 | 3.6 | 2026-10-20T00:25:03.901Z | | 2026-10-21 | 3.6 | 2026-10-21T00:50:35.422Z | | 2026-10-22 | 3.6 | 2026-10-22T02:08:50.826Z | | 2026-10-23 | 3.6 | 2026-10-23T03:02:16.847Z | | 2026-10-24 | 3.6 | 2026-10-24T01:39:39.438Z | | 2026-10-25 | 3.7 | 2026-10-25T01:14:52.765Z | | 2026-10-26 | 3.8 | 2026-10-26T01:15:45.501Z | | 2026-10-27 | 3.8 | 2026-10-27T00:30:33.249Z | | 2026-10-28 | 3.7 | 2026-10-28T01:46:29.474Z | | 2026-10-29 | 3.7 | 2026-10-29T01:51:13.449Z | | 2026-10-30 | 3.7 | 2026-10-30T07:13:32.700Z | | 2026-10-31 | 3.7 | 2026-10-31T03:02:01.956Z | | 2026-11-01 | 3.6 | 2026-11-01T01:15:48.325Z | | 2026-11-02 | 3.6 | 2026-11-02T03:01:53.589Z | | 2026-11-03 | 3.7 | 2026-11-03T05:34:02.520Z | | 2026-11-04 | 3.7 | 2026-11-04T01:27:15.355Z | | 2026-11-05 | 3.6 | 2026-11-05T00:53:14.738Z | | 2026-11-06 | 3.6 | 2026-11-06T00:05:22.546Z | ## Related - [Tegaki](https://usefulshelf.co/apps/tegaki): Open-source handwriting animation library and generator for the web. - [Babelize](https://usefulshelf.co/apps/babelize): AI localization platform for React, Next.js, Django, Vue, and React Native teams. - [KeySkills](https://usefulshelf.co/apps/keyskills): Portable skills for AI coding agents. - [More in Developer tools](https://usefulshelf.co/category/developer-tools)