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Almanzor
Ask AI + MCP server for your docs, with cited answers
5 followers
Ask AI + MCP server for your docs, with cited answers
5 followers
Paste your docs URL and get an assistant that answers from your pages, cites its source and says when it doesn't know. Add it with one script tag, share a link, or let coding agents search your docs through a hosted MCP server.




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Launch Team

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Promoted
Hi Product Hunt! I'm Victor, the solo maker of Almanzor.
Docs search usually fails in two ways: keyword search misses the question, and AI chat makes things up. Almanzor is built to avoid both:
Answers only from your docs and links the page it used.
Says "I don't know" when the answer isn't there, and collects those questions for you. That's your to-do list for the docs.
Comes with a hosted MCP server on the same content, so your users' coding agents (Cursor, Claude Code, VS Code) can search your docs directly.
Try it without signing up: ask the assistant on our own docs at almanzor.cloud/docs, or paste your docs URL on almanzor.cloud to get a demo on your content.
Pricing: 14-day trial, no card. Code LAUNCH50 gives 50% off for 3 months to the first 10 paying customers.
I'll be here all day: tell me what breaks on your docs.
collecting the questions it couldn't answer into a to-do list for the docs is the usefull part, today that list is mostly a guess from support tickets
does the MCP server give Cursor the same cited page links or just the text??? and how often does it recrawl when the docs change???