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.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取知識與記憶

概覽

AI 產生的概覽

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。
安裝前請注意
API 金鑰是憑證,透過 Authorization 標頭傳送;不要放入共用設定,外洩後應儘速輪替。使用會消耗額度,新帳號僅有有限的免費額度,頻繁使用可能需要付費方案。研究問題與查詢會傳送到 SciWeave 服務,開放取用解析會把 DOI 或連結傳給 OpenAlex 等第三方服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 SciWeave,將其新增到工作區。
  2. 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。
  3. 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。

檢視代理程式所依據的安裝指南

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]

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

來源:README.md,提交 ba23e36

工具

0
該伺服器需要登入,因此 SourceWeft 無法在沒有帳號的情況下讀取其工具,也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v1.0.0最新Sep 16, 2026

評分

已滿足適用檢查項的 75%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具15 分

    請讓伺服器在無憑證時回應 tools/list,或發布可在沙箱中無憑證啟動的軟體包。

  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。