Aurora MCP
A community-driven MCP server that provides local quantitative glass-box AI intelligence. It allows LLM agents to perform statistical analysis with 19 methods, cited findings, and measured error rates. It connects via stdio or HTTP, ensuring path-allowlisted, output-capped, and JSON-only interactions for safe agent integration.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
Checks and signals
Each line is separate evidence, not a trust score.
- Popularity 6 GitHub stars
What you can do with it
- Perform statistical analysis on local datasets
- Generate cited findings with measured error rates
- Integrate quantitative reasoning into LLM agents
- Verify integrity of AI-generated quantitative claims
Source and maintenance
- Last repository push
- Latest release
- v0.4.3
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
aurora-mcp 0.10.0
{
"version": "0.10.0",
"transport": "stdio",
"identifier": "aurora-mcp",
"runtimeHint": "uvx",
"registryType": "pypi",
"packageArguments": [
{
"type": "positional",
"value": "--allow-root",
"description": "Directory the tools may read datasets from (repeatable). Defaults to the working directory."
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · repository · passed · metadata changed · updated
- · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"aurora-mcp": {
"command": "uvx",
"args": [
"aurora-mcp==0.10.0",
"--allow-root"
]
}
}
}Cline
{
"mcpServers": {
"aurora-mcp": {
"command": "uvx",
"args": [
"aurora-mcp==0.10.0",
"--allow-root"
]
}
}
}VS Code
{
"servers": {
"aurora-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"aurora-mcp==0.10.0",
"--allow-root"
]
}
}
}Claude Desktop
{
"mcpServers": {
"aurora-mcp": {
"command": "uvx",
"args": [
"aurora-mcp==0.10.0",
"--allow-root"
]
}
}
}Let your agent find its tools
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