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.

已验证Streamable HTTP可网页运行网页搜索与抓取知识与记忆

概览

AI 生成的概览

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。
安装前请注意
API 密钥是凭据,通过 Authorization 头发送;不要放入共享配置,泄露后应及时轮换。使用会消耗额度,新账户仅有有限的免费额度,频繁使用可能需要付费方案。研究问题和查询会发送到 SciWeave 服务,开放获取解析会把 DOI 或链接传给 OpenAlex 等第三方服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 SciWeave,将其添加到工作区。
  2. 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。
  3. 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。

查看智能体所依据的安装指南

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]

SciWeave MCP Server

Ground Claude, ChatGPT, Cursor, and Windsurf in 300M scientific works — every citation a verifiable DOI.

[Get API Key] [MCP Registry]

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)

bash
claude mcp add --transport http sciweave https://mcp.sciweave.com/mcp

On first use, Claude Code runs the OAuth flow and asks for your SciWeave API key. For headless / CI setups, pass the token directly:

bash
claude mcp add --transport http sciweave https://mcp.sciweave.com/mcp \  --header "Authorization: Bearer YOUR_API_KEY"

Claude.ai (web)

  1. Click your avatar → Settings → Connectors → Add custom connector
  2. URL: https://mcp.sciweave.com/mcp
  3. Authorization Token: paste your SciWeave API key
  4. 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):

json
{  "mcpServers": {    "sciweave": {      "type": "http",      "url": "https://mcp.sciweave.com/mcp",      "headers": {        "Authorization": "Bearer YOUR_API_KEY"      }    }  }}

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

ToolDescription
ask_research_questionAI answer with inline citations grounded in SciWeave's index. Supports min_year / max_year filters.
find_referencesFast paper lookup (~1s). Returns title, authors, year, DOI, URL, abstract snippet. No AI synthesis.
find_open_access_linkFind where a paper can be read, by DOI or link — often a repository or preprint copy of a paywalled paper.
get_research_threadResume a prior research conversation by thread_id (returned by ask_research_question).
list_collectionsList your saved paper collections.
get_collection_papersGet papers in a specific collection with full metadata.
get_account_statusCheck credit balance and account info.

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.

CRISPR-Cas9 off-target effects in mammalian cells involve several mechanisms...
References (8 sources, 142 total found):[1] Zhang et al. "Genome-wide off-target analysis..." Nature Methods, 2023[2] Kim et al. "High-fidelity Cas9 variants..." Science, 2024...

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.

Found 3 research collection(s):- Quantum Computing (ID: abc123) — 12 papers- Machine Learning (ID: def456) — 8 papers
12 paper(s) in this collection:1. Quantum Error Correction with Surface Codes   Authors: Fowler et al. · Year: 2024 · Journal: Physical Review Letters · DOI: 10.1103/...

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.

References (5 papers in 1.2s):[1] Schoenmaker et al. "mRNA-lipid nanoparticle COVID-19 vaccines: Structure and stability"    Year: 2023 · DOI: 10.1016/j.ijpharm.2023.01.015    Snippet: "Storage temperature significantly impacts mRNA integrity..."

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.

Nanometre-scale thermometry in a living cellAuthors: Georg Kucsko, Peter C. Maurer, ... · Year: 2013 · Journal: NatureDOI: 10.1038/nature12373 · Open access: green
Best link: https://arxiv.org/pdf/1304.1068  (OA PDF (arXiv), likely PDF)
Alternatives:- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4221854/fullTextXML  (OA landing page (PubMed Central) → Europe PMC full-text XML)

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?"

SciWeave Account StatusCredits remaining: 42Manage your account: https://sciweave.com/settings?tab=api-accessView pricing: https://sciweave.com/pricing

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 add without headers). Claude opens the SciWeave authorization page, you paste your sciweave_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_KEY directly. 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

来源:README.md,提交 ba23e36

工具

0
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版本历史

1
  1. v1.0.0最新Sep 16, 2026

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