MCP.Market

SciWeave MCP server

online · 100% uptime
by desci-labs·io.github.desci-labs/sciweave-mcp·v1.0.0

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

A93/100grade A
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Safety scan
A93/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

SciWeave tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 321ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 56 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 93/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How SciWeave compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
93/100
higher than 96% of 48,255 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
511 ms
faster than 29% of 30,031 servers

Install SciWeave in Claude Code, Cursor or VS Code

claude mcp add --transport http sciweave-mcp https://mcp.sciweave.com/mcp
Add to Cursor

What the publisher says

From the SciWeave repository's README, as published. We do not edit it. Read it on GitHub

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)

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/mcpconfig.json, or claudedesktop_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 YOURAPIKEY 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 askresearchquestion 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"

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

SciWeave: common questions

Is SciWeave MCP server safe?
Yes, by our scan: it is graded A (93/100). Read the SciWeave safety report
How do I install SciWeave?
It runs remotely at mcp.sciweave.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does SciWeave need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is SciWeave maintained?
The last commit was 94 days ago (2026-08-02). The latest release is v1.0.0.
Is SciWeave up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of SciWeave?
Servers from other publishers that do the same job: Tooluniverse MCP server.
How does SciWeave compare with other MCP servers?
safety score 93/100 (higher than 96% of 48,255 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 511 ms (faster than 29% of 30,031 servers). Full comparison.

Alternatives to SciWeave

Same job from other publishers: the closest match first, then the best rated.

  • Tooluniverse
    2,700+ scientific tools for AI scientists: life science, research, literature, and more.
    C