
SciWeave
io.github.desci-labs由 GitHub 账号 desci-labs 发布v1.0.0更新于 Oct 24, 2026
AI research grounded in 300M scientific works — every citation a verifiable DOI.
概览
SciWeave 让助手基于大型科学文献索引回答研究问题,返回可核验 DOI 的引用与开放获取链接。
- 可以做什么
- 提出研究问题,获得带行内引用的综合回答,可按出版年份范围筛选,并按 ID 继续此前的检索会话。按主题快速查找论文,返回标题、作者、年份、DOI、链接和摘要片段,不做 AI 综合。按 DOI 或链接查找论文可阅读的位置,包括仓储库和预印本副本。列出已保存的论文集合,并读取其中论文的完整元数据。查看剩余额度和账户状态。
- 适用场景
- 适合需要以文献为依据、带可引用 DOI 的回答,需要快速获取参考文献列表,或需要找到论文可读副本的场景;也适合在对话中浏览保存在 SciWeave 中的研究集合。
- 运行要求
- 远程 Streamable HTTP 端点,无需本地安装包。需要 SciWeave 账户和 API 密钥,通过 Authorization Bearer 令牌发送或经 OAuth 流程提供。需要能访问该端点的网络。
安装
在 SourceWeft 中
- 打开 控制台中的 SciWeave,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
交给智能体安装
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.desci-labs%2Fsciweave-mcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"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
来源:README.md,提交 ba23e36
工具
0版本历史
1- v1.0.0最新Sep 16, 2026
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