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.
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.
For docs with several versions, can it answer from the version the user is on, or does it search all of them together?
The "I don't know" list is the part that stuck with me — most docs bots just guess and you only find out later. Having the same cited sources available to Cursor/Claude Code through MCP is the real win for me, since that's where I actually ask questions about a library. How do you handle docs that change a lot between versions — does a recrawl keep old versions around, or does it replace them?
Congrats Victor, from another solo maker! Collecting the "I don't know" questions as a to-do list for the docs is a smart touch. Can Almanzor index docs that live as Markdown files in a repo, or does it need a published site to crawl?
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???
About Almanzor on Product Hunt
“Ask AI + MCP server for your docs, with cited answers”
Almanzor launched on Product Hunt on November 10th, 2026 and earned 81 upvotes and 6 comments, placing #16 on the daily leaderboard. 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.
Almanzor was featured in SaaS (45.3k followers), Developer Tools (523k followers) and Artificial Intelligence (483.5k followers) on Product Hunt. Together, these topics include over 292.2k products, making this a competitive space to launch in.
Who hunted Almanzor?
Almanzor was hunted by Victor Elexpe. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Almanzor stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Victor Elexpe
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.