
SciWeave
io.github.desci-labs由 GitHub 帳號 desci-labs 發布v1.0.0更新於 Oct 24, 2026
AI research grounded in 300M scientific works — every citation a verifiable DOI.
概覽
SciWeave 讓助理以大型科學文獻索引為依據回答研究問題,回傳可驗證 DOI 的引用與開放取用連結。
- 可以做什麼
- 提出研究問題,取得附行內引用的綜合回答,可依出版年份範圍篩選,並依 ID 接續先前的檢索對話。依主題快速查找論文,回傳標題、作者、年份、DOI、連結與摘要片段,不做 AI 綜合。依 DOI 或連結尋找論文可閱讀的位置,包括典藏庫與預印本副本。列出已儲存的論文集合,並讀取其中論文的完整中繼資料。查看剩餘額度與帳號狀態。
- 適用情境
- 適合需要以文獻為依據、附可引用 DOI 的回答,需要快速取得參考文獻清單,或需要找到論文可讀副本的情境;也適合在對話中瀏覽存放在 SciWeave 的研究集合。
- 執行需求
- 遠端 Streamable HTTP 端點,無需本機套件。需要 SciWeave 帳號與 API 金鑰,透過 Authorization Bearer 權杖傳送或經 OAuth 流程提供。需要能連線至該端點的網路。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 SciWeave,將其新增到工作區。
- 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.desci-labs%2Fsciweave-mcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。
{
"mcpServers": {
"sciweave": {
"type": "http",
"url": "https://mcp.sciweave.com/mcp"
}
}
}README
SciWeave MCP Server
Ground Claude, ChatGPT, Cursor, and Windsurf in 300M scientific works — every citation a verifiable DOI.
Endpoint: https://mcp.sciweave.com/mcp · Transport: Streamable HTTP · Auth: API key from mcp.sciweave.com (50 free credits to start)
🚀 Install
Claude Code (CLI)
On first use, Claude Code runs the OAuth flow and asks for your SciWeave API key. For headless / CI setups, pass the token directly:
Claude.ai (web)
- Click your avatar → Settings → Connectors → Add custom connector
- URL:
https://mcp.sciweave.com/mcp - Authorization Token: paste your SciWeave API key
- Click Save — start asking research questions in any new chat
Cursor / Windsurf / Claude Desktop
Add to your MCP config file (~/.cursor/mcp.json, ~/.codeium/windsurf/mcp_config.json, or claude_desktop_config.json):
ChatGPT
Add https://mcp.sciweave.com/mcp as a remote MCP server in your custom GPT or via the OpenAI Apps SDK, with the Authorization: Bearer YOUR_API_KEY header.
No API key yet? Get one free at mcp.sciweave.com — new accounts include 50 free credits.
What you get
- Real citations, not hallucinations. Every claim returns a verifiable DOI you can click.
- 300M+ scientific works. The world's largest open research index.
- Multi-session research. Resume threads from yesterday, last week, or last month — every saved citation stays verifiable.
Tools
All tools are read-only. Every returned paper includes title, authors, publication year, DOI, URL, and abstract snippet.
Examples
Ask a research question
Prompt: "What are the latest findings on CRISPR-Cas9 off-target effects in mammalian cells?"
The ask_research_question tool queries SciWeave's index and returns a synthesized answer with numbered citations including authors, journals, DOIs, and publication years.
Browse a research collection
Prompt: "Show me all papers in my Quantum Computing collection"
Claude first calls list_collections to find your collections, then get_collection_papers with the matching ID.
Fast reference lookup
Prompt: "Find me 5 recent references about mRNA vaccine stability and storage"
find_references is citation-only (no AI synthesis), so results return in ~1 second.
Find where a paper can be read
Prompt: "Where can I read https://www.nature.com/articles/nature12373?"
find_open_access_link resolves the open-access copy and returns links — nothing is downloaded, so your client fetches the paper itself. arXiv, bioRxiv/medRxiv and PubMed Central links map straight to their full-text source; anything else is resolved through its DOI (given, taken from the URL, or read from the page's own citation_doi tag) via OpenAlex, which often turns up a repository or preprint copy of a paywalled paper.
Papers with no open-access copy are reported as such, with the publisher page as a fallback, rather than a link that won't work.
Check account status
Prompt: "How many SciWeave credits do I have left?"
Authentication
SciWeave supports two auth modes against the same https://mcp.sciweave.com/mcp endpoint:
- OAuth 2.0 authorization code flow (default for Claude.ai and
claude mcp addwithout headers). Claude opens the SciWeave authorization page, you paste yoursciweave_live_API key, and the server hands back an OAuth access token tied to your account. - Direct Bearer token (Cursor / Windsurf / Claude Desktop / CI). Send
Authorization: Bearer YOUR_API_KEYdirectly. No browser flow.
All tools are read-only — the server cannot write to your collections or modify your account. API keys can be rotated at any time at sciweave.com/settings?tab=api-access.
Support
- Email: [email protected]
- Documentation: sciweave.com/docs
- Issues: github.com/desci-labs/sciweave-mcp-issues
- Privacy Policy: sciweave.com/web/privacy-policy
來源:README.md,提交 ba23e36
工具
0版本歷史
1- v1.0.0最新Sep 16, 2026
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