Sciweave Mcp — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Sciweave Mcp (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
<p align="center"><img src="public/logo.png" alt="SciWeave" width="120" /></p>
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)
claude mcp add --transport http sciweave https://mcp.sciweave.com/mcpOn 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"https://mcp.sciweave.com/mcpAdd 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"
}
}
}
}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](https://mcp.sciweave.com) — new accounts include 50 free credits.
| 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.
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
...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/...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..."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/pricingSciWeave supports two auth modes against the same https://mcp.sciweave.com/mcp endpoint:
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.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.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.