AI-First Documentation Platform with MCP
Dewstack is an AI-first documentation platform. AI agents read and draft docs via built-in MCP, llms.txt and markdown; humans approve every change. AI…
In plain English
Teams that rely on written guides can use Dewstack to turn imported files, such as PDFs and Word files, into tidy pages. The AI drafts, rewrites, and can translate them, but a human approves every change, and readers get answers drawn only from those pages. A browser add-on can record a task once and write the how-to page, with a free level, paid limits, an editor, a custom web address, and controls over who can view it. The AI does most of the drafting and the billing, while the unnamed owner checks quality and unusual pages, and a major public university in the US is a customer.
~$508 MRR; $217 verified revenue last 30 days (TrustMRR/Stripe, Oct 26, 2026)
Operator: Not disclosed on TrustMRR
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Next.js ↗Web app framework
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Upload documents or pages.
- AI summarizes, answers and creates outputs.
- Freemium with paid limits.
- SEO + browser-extension distribution.
What's automated vs. the human 15%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
Dewstack is an AI-first documentation platform. AI agents read and draft docs via built-in MCP, llms.txt and markdown; humans approve every change. AI converts imported content (Notion, Drive, PDF, Word etc) into structured docs, answers readers from your pages alone, rewrites and translates. FlowCapture( browser ext.) records a workflow once and writes the SOP page. Full platform: editor, custom domains, access control. Customers include a major US public university. Deep product, unmarketed.
Operator: Not disclosed on TrustMRR. Category on TrustMRR: Productivity. Founded: 2022-02-26. Website: https://dewstack.com/
Realistic income
TrustMRR (checked Oct 26, 2026) shows about $508 MRR and $217 in Stripe-verified revenue over the last 30 days, $11,433 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Crowded “chat with docs” category.
- Copyright/privacy of uploaded files.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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