
Forgestack
Actively maintained
- Is it safe? Its policy says it does not train on your data.See ↓
- Is it free? We have not read the prices of Forgestack yet; they are next in our queue. Until then, the official site has them.forgestack.au ↗
- What else does this?
Replit
AI Operator by BLACKBOX AI
Open WebUIfreeSee ↓
not read yet
Use
- For
- teams wanting open-weight LLMs deployed inside their own AWS account without an ML platform team
- Activity
- Actively maintainedsite updated 6 days ago
- How it runs
- Self-hostedAPI
- Used for
- deploy an open-weight model inside your own AWS account
- ground chat replies in your own documents with citations
- fine-tune a model with LoRA on your own examples
- Launched on Product Hunt on Oct 28, 2026Product Hunt ↗
- Trains on your dataNoprivacy policy ↗
- Privacy policy updated2026-10-27privacy policy ↗
“We do not train models on your prompts, documents or outputs.”
privacy policy ↗
These are Forgestack's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.
Figure and bar: visits/mo, estimate · year: online since
- #1

Replit
Builds and deploys web apps, websites, and agents from natural language descriptions.
278kActiveFrom $20/mo - #2

AI Operator by BLACKBOX AI
Writes and edits code through a chat app, IDE extensions and a CLI coding agent that can call many different language models.
58.6kActiveFrom $0.30 per use - #3

Open WebUI
Self-hosted web interface for running AI models locally with data residency and access control.
25.2kActiveFree plan - #4

UnblockedMCP · sign-in
Provides context to AI coding agents across code, conversations, issues, and production systems to reduce rework and human intervention.
77.3kActiveFrom $29/user/mo2021 - #5

EraserMCP · sign-in
Generates editable architecture and process diagrams from prompts, Terraform, code or uploaded design docs, with an API and MCP server for editing.
35.9kActiveFrom $42/user/mo
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use Forgestack for?
Sign in to leave a noteWhat is Forgestack?
Generates and deploys a CloudFormation stack that hosts open-weight language models with an API inside your own AWS account. It is listed in the Atlas under Developer tools.
Who is Forgestack for?
teams wanting open-weight LLMs deployed inside their own AWS account without an ML platform team
Is Forgestack still maintained?
Actively maintained: site updated 6 days ago.
Does Forgestack train AI on your data?
No, per its privacy policy (2026-10-29): “We do not train models on your prompts, documents or outputs.”
Is Forgestack safe?
We do not audit vendors. What Forgestack publishes, read 2026-10-29: on training with your data, “We do not train models on your prompts, documents or outputs.”.
What are alternatives to Forgestack?
In Developer tools, by use: Replit, AI Operator by BLACKBOX AI, Open WebUI, Unblocked, Eraser.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
Cookies
Before we count this visit
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.