Labsco
MCP SERVER

Web Researcher MCP

by zoharbabin

Research with sources you can check: search the open web or one domain of record, read the full document, and verify the citations before you rely on them.

Web Search EnginesVerified
Summary
Built around the failure mode of AI research — plausible citations that do not exist — and it gives you tools to catch them.

Citation verification, bibliography auditing for retractions and dead links, and a recommendation auditor that looks for self-promotion are unusual things for a search server to carry, and they are the reason to choose this one. The session model is the other half: research accumulates across steps and exports with per-step provenance, so the report says where each claim came from.

What it is

A research server that pairs general web search and full-page reading with specialist indexes — academic, legal, patent, clinical, economic, biomedical — and a set of tools for auditing what came back.

What you get
  • Web search that can be narrowed to only the sources you trust, plus a combined search-and-read that scores results for reliability before fetching them
  • Full-document reading rather than snippets: web pages, PDFs, Word documents, slide decks, YouTube transcripts and Hacker News threads, with a raw mode for verbatim source
  • Academic work handled properly — papers with real DOIs, authors and citation counts, full text fetched in one call, and a citation graph walked in both directions with influence signals
  • Specialist indexes for the questions general search answers badly: US court opinions and dockets, patents across offices, ClinicalTrials.gov registrations, World Bank, OECD, Eurostat and FRED economic series, and the Monarch biomedical knowledge graph
  • Verification as first-class work: check whether a single citation exists, matches a real record, is retracted or dead; audit a whole bibliography in one pass; and audit an AI-generated recommendation list for self-promotion, conflicts and dead links — evidence rather than a verdict
  • Sources preserved by capturing a fresh Wayback Machine snapshot, so a cited page stays checkable after it changes
  • Multi-step research that keeps state: a session that builds on what it already found, recoverable after a context loss, exportable as a Markdown or JSON report with per-step provenance
  • Bibliographies formatted as APA, MLA, BibTeX, RIS or CSL-JSON for Zotero, EndNote and Mendeley
  • Company work — brand identity pulled from a domain, and OSINT reconnaissance from certificate transparency logs, Wayback history and derived subdomains, each phase failing soft
  • Prompt templates that walk a model through comprehensive research, fact-checking and competitive analysis
Requirements

No key to start: DuckDuckGo is the built-in zero-config search backend. Adding any one provider raises result quality and unlocks image and news search — Google Programmable Search needs GOOGLE_CUSTOM_SEARCH_API_KEY with GOOGLE_CUSTOM_SEARCH_ID, and Brave, among others, is interchangeable with it; configure more than one and the server fails over between them. A few tools activate only with their own configuration, such as FRED for US macro series and a Brave key for local search. Run it with uvx, from the published container image, or as a bundle for Claude Desktop.

Setup effort

One command — uvx web-researcher-mcp