Connect-MCP

uk.exatoshi/autosearch

uk.exatoshi/autosearch · v1.0.0

PRISMA 2020 systematic reviews as MCP tools - verified citations, IMRAD papers

MCPremoteAPI keyResearch & educationDocuments & PDFScience & open data

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 6 tools, protocol 2024-11-05 · checked 2026-10-17

Test & rating

B 75/100

What it does: 6 tools · 0 read, 0 write · Research & education, Documents & PDF

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +2
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://exatoshi.uk/mcp

Tools

6 tools listed at last check
  • autosearch_run_research Launch an AI scientific research run. Returns run_id immediately. Use get_run_status to poll.
  • autosearch_get_run_status Get the current status of a research run. Returns status, frontier_score, n_experiments, summary.
  • autosearch_get_run_paper Get the generated paper for a completed run. Returns markdown, JSON metadata, or PDF download URL.
  • autosearch_verify_doi Verify a DOI via Crossref. Returns validity, title, authors, year, journal.
  • autosearch_search_evidence Search peer-reviewed evidence across academic sources without launching a full research run. Returns top N papers with metadata.
  • autosearch_list_my_runs List the authenticated user latest research runs with status and frontier score.

Badge

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