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Hacker News Show HN: Web Researcher MCP – Search with verify citations and sources

A tool to combat LLM hallucination of citations and improve research reliability by verifying sources against Crossref, Retraction Watch, and performing claim-source matching.

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Jun 15, 2026
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Product Positioning & Context

AI Executive Synthesis
A tool to combat LLM hallucination of citations and improve research reliability by verifying sources against Crossref, Retraction Watch, and performing claim-source matching.
This addresses a critical pain point in AI-assisted research: LLM hallucination of citations and unreliable source vetting. The Web Researcher MCP provides automated verification against established databases like Crossref and Retraction Watch, significantly enhancing research integrity. Its ability to process entire bibliographies and archive dead links adds substantial value for academic and professional researchers. The open-source nature and Go binary deployment offer flexibility and broad applicability. This tool directly mitigates the "trust problem" with LLMs, positioning itself as essential infrastructure for any organization relying on AI for information synthesis, thereby improving decision-making quality and reducing manual verification overhead.
A few weeks ago I posted an early version of this. It was just an MCP doing web search for AI assistants. Since then it evolved rapidly.The problem I kept running into is that when I use an LLM for research, it gives me citations that look right but aren't most of the time. Sometimes the paper doesn't exist. Sometimes it does exist but it's been retracted. Most times the sources are not fully vetted nor truly relevant to my search. I got tired of checking these manually.That's why I built this updated MCP. It looks the work up in Crossref to confirm it's real. It checks the Retraction Watch data to see if the paper was pulled. It also does a basic match between the claim I'm making and what the source actually says, so I know which references to read before I trust them.You can also hand it a whole bibliography in BibTeX, RIS or CSL-JSON and it tells you which entries don't resolve or have been retracted. Dead links get saved to the Wayback Machine so the reference still points somewhere later.It's a single Go binary. Open Source (MIT) and runs against most respected search engines including specialized domain-specific ones.If you have the same problem, I hope this is useful to you too. Appreciate your feedback.
MCP AI assistants LLM for research citations Crossref Retraction Watch data claim-source match bibliography

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Deep-Dive FAQs

What is Web Researcher MCP – Search with verify citations and sources?
Web Researcher MCP – Search with verify citations and sources is analyzed by our AI as: A tool to combat LLM hallucination of citations and improve research reliability by verifying sources against Crossref, Retraction Watch, and performing claim-source matching.. It focuses on This addresses a critical pain point in AI-assisted research: LLM hallucination of citations and unreliable source vetting. The Web Researcher MCP ...
Where did Web Researcher MCP – Search with verify citations and sources originate?
Data for Web Researcher MCP – Search with verify citations and sources was aggregated directly from the Hacker News community ecosystem, representing raw developer and early-adopter sentiment.
When was Web Researcher MCP – Search with verify citations and sources publicly launched?
The initial public indexing or launch date for Web Researcher MCP – Search with verify citations and sources within our tracked developer communities was recorded on June 15, 2026.
How popular is Web Researcher MCP – Search with verify citations and sources?
Web Researcher MCP – Search with verify citations and sources has achieved measurable traction, logging over 2 traction score and facilitating 0 recorded discussions or engagements.
Which technical categories define Web Researcher MCP – Search with verify citations and sources?
Based on metadata extraction, Web Researcher MCP – Search with verify citations and sources is categorized under topics such as: MCP, AI assistants, LLM for research, citations.
How does the creator describe Web Researcher MCP – Search with verify citations and sources?
The original author or development team describes the product as follows: "A few weeks ago I posted an early version of this. It was just an MCP doing web search for AI assistants. Since then it evolved rapidly.The problem I kept running into is that when I use an LLM for..."

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