Paper Lantern
Shares rank 13 of 21 MCP servers by recommenders
Gives coding agents research-backed methods from papers, with recommendations people find generally good and more useful than LLM web search.
Gives coding agents research-backed methods from papers, with recommendations people find generally good and more useful than LLM web search.
8 people gave an opinion
- recommend it
- 7
- criticize it
- 1
- approval share
- 88%
Recommended in 2 of 13 months
- November 2025: not recommended
- December 2025: not recommended
- January 2026: not recommended
- February 2026: recommended
- March 2026: not recommended
- April 2026: recommended
- May 2026: not recommended
- June 2026: not recommended
- July 2026: not recommended
- August 2026: not recommended
- September 2026: not recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 7 people recommend itNeeds 10 or more, not met.
- 7 recommenders for every criticNeeds 2 to 1 or better, met.
- Recommended in 2 of 13 monthsNeeds 4 or more, not met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Research-backed ideas from published papers
“the research-backed ideas understand the interactions between parameters and suggests multiple changes at the same time”
Comment from 21 Apr 2026 in “Show HN: Paper Lantern – improving Autoresearch with research knowledge” “the ability for coding agents having access to SOTA research in their hand”
Comment from 23 Feb 2026 in “Paper Lantern – Best code methods are in papers. This MCP server unlocks them” “customized solutions for research papers works better than LLM web search”
Comment from 17 Apr 2026 in “Show HN: Paper Lantern – on-demand techniques from 2M+ papers for coding agents” Measured gains on requested metrics
“we saw performance improvements on the metrics that the user requested for on 100+ such real scenarios”
Comment from 23 Feb 2026 in “Paper Lantern – Best code methods are in papers. This MCP server unlocks them” “That's an impressive jump in performance by providing the agent with access to relevant literature.”
Comment from 21 Apr 2026 in “Show HN: Paper Lantern – improving Autoresearch with research knowledge”
Other MCP servers people recommend
The four most recommended other MCP servers, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Playwright MCP | 40 | 22 | 65% | 11 | — | — |
| Context7 | 40 | 7 | 85% | 10 | — | Approved |
| Chrome DevTools MCP | 36 | 22 | 62% | 9 | — | — |
| Serena MCP | 18 | 3 | 86% | 9 | — | Approved |
| Paper LanternThis page | 7 | 1 | 88% | 2 | — | — |
What people said
15 of the 17 comments that mention it, newest first. Each links to the original comment.
“the research-backed ideas understand the interactions between parameters and suggests multiple changes at the same time”
“That's an impressive jump in performance by providing the agent with access to relevant literature.”
“so your coding agent has a trivial time implementing it”
“customized solutions for research papers works better than LLM web search”
“compared to the modern 200K / 1M context windows, Paper Lantern's output wont use a significant portion of it”
“this is just a sign up page for something that may or may not exist someday”
“the recommendations are generally good - so if you dont feel opinionated about a certain area - go ahead with it”
“it already has biomedcine search over 45M+ papers”
“Paper Lantern enables you to get the best version of all other aspects”
“the ability for coding agents having access to SOTA research in their hand”
“we saw performance improvements on the metrics that the user requested for on 100+ such real scenarios”
“that way it helps you keep record of things - but also, you can come later and ask”
“What we do is find benchmarks across papers; aggregate them, highlight what is comparable and what is not”
“Appreciate MCP server availability, will help integrate with Claude.”
“Paper Lantern unlocks it for your code.”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.