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SciWeave

AI research grounded in 300M scientific works — every citation a verifiable DOI.

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Scored 5 months ago · breakdown

About SciWeave

SciWeave is an MCP server published by desci-labs in the Search category: aI research grounded in 300M scientific works — every citation a verifiable DOI.

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Install

From source
git clone https://github.com/desci-labs/sciweave-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (7)

ask_research_questionAI answer with inline citations grounded in SciWeave's index. Supports `min_year` / `max_year` filters.

Parameters not published.

find_open_access_linkFind where a paper can be read, by DOI or link — often a repository or preprint copy of a paywalled paper.

Parameters not published.

find_referencesFast paper lookup (~1s). Returns title, authors, year, DOI, URL, abstract snippet. No AI synthesis.

Parameters not published.

get_account_statusCheck credit balance and account info.

Parameters not published.

get_collection_papersGet papers in a specific collection with full metadata.

Parameters not published.

get_research_threadResume a prior research conversation by `thread_id` (returned by `ask_research_question`).

Parameters not published.

list_collectionsList your saved paper collections.

Parameters not published.

Ask AI

✦

Ask AI about SciWeave

Powered by Claude · Grounded in docs

I know everything about SciWeave. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

  • ✓README presentThe repository ships documentation.

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README

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)

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:

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):

{
  "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

Tool Description
ask_research_question AI answer with inline citations grounded in SciWeave's index. Supports min_year / max_year filters.
find_references Fast paper lookup (~1s). Returns title, authors, year, DOI, URL, abstract snippet. No AI synthesis.
get_research_thread Resume a prior research conversation by thread_id (returned by ask_research_question).
list_collections List your saved paper collections.
get_collection_papers Get papers in a specific collection with full metadata.
get_account_status Check 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..."

Check account status

Prompt: "How many SciWeave credits do I have left?"

SciWeave Account Status
Credits remaining: 42
Manage your account: https://sciweave.com/settings?tab=api-access
View 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

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About SciWeave

How do I install SciWeave?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is SciWeave safe to use with an AI agent?

Its trust score is 34 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is SciWeave still maintained?

Yes — the last commit was 2 months ago. The repository has 0 stars and 0 forks.