Nicheloom visits: 58,257 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

Almanac MCP, turn Claude Code into a Deep Research agent

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

I am Rohan, and I have grown really frustrated with CC's search and read tools. They use Haiku to summarise all the search results, so it is really slow and often ends up being very lossy.I built this MCP that you can install into your coding agents so they can actually access the web properly.Right now it can:- search the general web- search Reddit- read and scrape basically any webpageInstall it:npx openalmanac setupThe MCP is completely free to use. We have also built a central store where you can contribute things you learned while exploring. If you find something useful, you can contribute it to the encyclopedia we're building at Almanac using the same MCP.

HN · launched Apr 21, 2026 · 14 upvotes (top 31%) · 0 views

Niche: model context protocol tools · 465 launches, 13 in the last 7 days ▼ -24% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • Developer
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Yes It is an MCP server providing web search and scraping endpoints (wrapping search/scraping APIs) for AI coding assistants.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one : 387 launches clear the similarity bar, closest 8 shown.

Attention rank: #163 of 388 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 166 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.