Aurora MCP server
io.github.FantasyLab-ai/aurora·v0.10.0·6 starsGlass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.
6 stars43 downloads/wk
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Aurora tools
No tool declarations could be read from the package source. They show once the server is installed.
Public scan report
scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it
- Code scan385 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 59 days ago12/15
- Maintainer identityregistry namespace matches repository owner7/10
How Aurora compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 86/100
- higher than 72% of 48,255 servers
- GitHub stars
- 6
- more than 85% of 28,688 servers
- Downloads a week
- 43
- more than 35% of 12,191 servers with a package
Install Aurora in Claude Code, Cursor or VS Code
claude mcp add aurora -- uvx aurora-mcp
What the publisher says
From the Aurora repository's README, as published. We do not edit it. Read it on GitHub
<!-- mcp-name: io.github.FantasyLab-ai/aurora -->
# Aurora
### Glass-box quantitative intelligence. Local. Open. Cited.
Aurora is the verification cortex for serious quantitative work — for humans analyzing hard data, and for AI systems that can't afford to hallucinate.
Cloud LLMs guess. Aurora computes.
⬇️ Download the desktop app · Run from source · Aurora Sentinel demos · See it in action · Aurora Copilot · Aurora Cortex (MCP + SDK) · Roadmap · FantasyLab.ai
⬇️ Download the desktop app
The easiest way to run Aurora — no Python, no terminal, no setup. Download the installer for your OS, double-click, and Aurora opens as a native app with the analysis backend bundled inside it.
→ Download the latest release
Pick the file that matches your OS (filenames carry the version, e.g. 0.2.0):
Auroraaarch64.app.tar.gz is an auto-updater artifact, not** a download —
use the .dmg on macOS. There is currently no Intel-Mac (x86_64) or Linux
AppImage build; Intel-Mac users can run from source.
On first launch Aurora bootstraps a small knowledge-bank seed, then runs fully offline — no API keys, no cloud, no telemetry. Drop a CSV on the window and watch it analyze. Aurora is local-first: your data never leaves your machine unless you explicitly share a single finding — see PRIVACY.md.
Heads up on the "Unknown Publisher" warning. Current releases are not yet
code-signed, so Windows SmartScreen may show "Windows protected your PC" and
macOS Gatekeeper may say "unidentified developer." This is expected for a
young open-source project. On Windows: More info → Run anyway. On macOS:
right-click the app → Open. Code-signing is on the roadmap.
Desktop app — tips & known quirks
A few things that are expected behavior, not bugs:
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Aurora: common questions
- Is Aurora MCP server safe?
- Yes, by our scan: it is graded A (86/100). Read the Aurora safety report
- How do I install Aurora?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Aurora need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Aurora maintained?
- The last commit was 60 days ago (2026-09-05). The latest release is v0.10.0.
- How does Aurora compare with other MCP servers?
- safety score 86/100 (higher than 72% of 48,255 servers); github stars 6 (more than 85% of 28,688 servers); downloads a week 43 (more than 35% of 12,191 servers with a package). Full comparison.