Scientific Microservices

connects

mcp.scientificmicroservices.com

Valid and reliable data engineering and statistical analysis without hallucinations.

https://mcp.scientificmicroservices.com/mcpNo authMCP 2025-11-25v3.2.4last checked 24 Aug 2026spoke MCP on 3 of 3 checks (30 days)initialize in 582 ms

How to authenticate

Checked against the endpoint by our probe on 24 Aug 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme	No auth
Protected-resource metadata	✕Not found Without it a client has to guess where the authorization server lives.
Anonymous access	Handshake succeeds; 6 tools listable

What the probe found

No CORS headers for browser-based clients

A cross-origin preflight came back without Access-Control-Allow-Origin, so the endpoint is reachable from native clients only — code running in a web page is stopped by the browser before a request is ever sent.

Tools

absynthesisdetectoutliersmissingbiasmissinggraphmissingrowscolssanitize_dataset

Contract history

24 Aug 2026v3.2.4first recorded contract

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Status badge

Status for a README, from the last probe — cached an hour, so up to seven hours behind the endpoint. Links back to this page.

[![MCP status](https://mcpi.app/servers/scientific-microservices/badge.svg)](https://mcpi.app/servers/scientific-microservices)