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FoundryNet Academic Intel

БесплатноНе проверен

Academic paper search, scientific literature discovery, citation analysis, arXiv coverage, and semantic related-work for AI agents.

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Описание

Academic paper search, scientific literature discovery, citation analysis, arXiv coverage, and semantic related-work for AI agents.

README

Academic research intelligence for AI agents — paper search, scientific literature, citation analysis, arXiv search, author metrics, trending research, and a semantic related-work finder (pgvector). Built on free scholarly sources.

Part of the FoundryNet Data Network — every result carries verifiable provenance. See also: gov-contracts-mcp, brand-intel-mcp, patent-intel-mcp, financial-signals-mcp, weather-intel-mcp, cyber-intel-mcp, compliance-mcp, fact-check-mcp, oss-intel-mcp, social-intel-mcp.

Connect

  • MCP endpoint (Streamable HTTP): https://academic-intel-mcp-production.up.railway.app/mcp
  • MCP registry: io.github.FoundryNet/academic-intel-mcp
  • Agent card: https://academic-intel-mcp-production.up.railway.app/.well-known/agent-card.json

Claude Desktop / Cursor / Claude Code

claude mcp add --transport http academic-intel https://academic-intel-mcp-production.up.railway.app/mcp
{ "mcpServers": { "academic-intel": { "url": "https://academic-intel-mcp-production.up.railway.app/mcp" } } }

Also on Smithery: io.github.FoundryNet/academic-intel-mcp

Tools

Tool Price What it does
search_papers $0.01 Paper search by query/year/field/venue/citations/open-access
paper_detail free Full record — abstract, authors, citations, references, PDF
citation_graph $0.01 Papers citing this / referenced by it (live OpenAlex)
author_profile $0.01 h-index, papers, citations, primary field, recent activity
trending_research $0.01 Trending topics + most-cited recent papers
similar_papers $0.05 Semantic related-work finder via embeddings (pgvector) — premium
daily_brief $10 Curated daily trending-research digest (premium)
brief_summary $0.50 Top-5 signals — a sample of daily_brief
mint_info free FoundryNet Data Network provenance info

Free tier: 25 paid-tool queries/day per agent. After that the tool returns an HTTP-402 with payment instructions — complete payment, then re-call with the same args plus payment_tx=<reference>. An Authorization: Bearer fnet_… key bypasses the paywall.

Sources

Daily (~4am PT): OpenAlex (primary, keyless, rich metadata + citations), arXiv (CS/physics/math/bio preprints), PubMed (biomed). Abstracts are embedded with fastembed (bge-small) for similar_papers (pgvector cosine). citation_graph and author_profile resolve live from OpenAlex. Semantic Scholar is an optional enhancement (TLDR/relevance via S2_API_KEY; keyless S2 rate-limits hard).

Built by FoundryNet · [email protected]

Live network activity

Live feed: mint.foundrynet.io/feed
Real-time verified work across 17 servers and autonomous agents, with cryptographic attestation.

from github.com/foundrynet/academic-intel-mcp

Установка FoundryNet Academic Intel

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

▸ github.com/foundrynet/academic-intel-mcp

FAQ

FoundryNet Academic Intel MCP бесплатный?

Да, FoundryNet Academic Intel MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для FoundryNet Academic Intel?

Нет, FoundryNet Academic Intel работает без API-ключей и переменных окружения.

FoundryNet Academic Intel — hosted или self-hosted?

Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.

Как установить FoundryNet Academic Intel в Claude Desktop, Claude Code или Cursor?

Открой FoundryNet Academic Intel на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

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