Aurora MCP Server

by fantasylab-ai Your server? Claim it

local only

Aurora runs on your own machine — the client starts it, so there is no endpoint to ping. 503 installs a week from pypi. Last commit 31 Aug 2026.

Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

Installs per day peak 286 · avg 47 · +168% w/w

a month agotoday

503

Installs / week

pypi · aurora-mcp

Stars

0 open issues

31 Aug 2026

Last commit

0 releases in 90 days

Apache-2.0

License

Python

What the code does

We read the source, 1 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Executes code built at runtime aurora_mcp/server.py:214, fantasyai/aurora/math/deep_math.py:138, [пакет] aurora_mcp/server.py:214 и ещё 1

                __import__(opt_mod)

Runs an external command aurora_sdk/runner.py:346, fantasyai/aurora/subprocess_runner.py:66, studio_api.py:712 и ещё 2

            proc = subprocess.run(

Builds a database query by concatenation extensions/sheets/Sidebar.html:32

        Select a range with headers + numeric data, then click Analyze.

Reads files and sends them to the network fantasyai/aurora/knowledge_bank/ingest/sources/textbook_extractor.py:71, studio_api.py:415, [пакет] fantasyai/aurora/knowledge_bank/ingest/sources/textbook_extractor.py:71

    for sub in sorted(root.iterdir()):

Page executes code built at runtime frontend/knowledge_bank.html:223, frontend/knowledge_bank_admin_ingest.html:96

  out.innerHTML = j.results.map(r => `

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add aurora -- uvx aurora-mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "aurora": {
      "args": [
        "aurora-mcp"
      ],
      "command": "uvx"
    }
  }
}

~/.codex/config.toml

[mcp_servers.aurora]
command = "uvx"
args = ["aurora-mcp"]

.cursor/mcp.json

{
  "mcpServers": {
    "aurora": {
      "args": [
        "aurora-mcp"
      ],
      "command": "uvx"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "aurora": {
      "args": [
        "aurora-mcp"
      ],
      "command": "uvx"
    }
  }
}

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Aurora — questions

Answers built from our own checks of this server.

Why is there no uptime for Aurora?

Aurora runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package aurora-mcp was installed 503 times last week.

How do I connect Aurora?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls aurora-mcp straight from pypi; nothing to host, nothing to sign up for.

How many people use Aurora?

The pypi package aurora-mcp was installed 503 times in the last week. Week over week that is +168%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Aurora open source?

Yes — it is published under the Apache-2.0 licence, written in Python and 5 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.