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