Integrum: reflection-based MCP servers from any Python library, open-sourced
nmilosev · reddit · 2026-10-10
Integrum (MIT, on PyPI) is a small tool that generates MCP servers from existing Python modules/libraries via reflection, with an easy CLI.
In the example, Gemma 4 was given access to scikit-learn through Integrum and successfully built an RF classifier on the Iris dataset. The author contrasts this with letting agents write code directly: reflection is more formal and therefore easier to verify, and he hasn't found other reflection-based approaches.
More from coding & agent
- Four ready-to-use Grok bot templates for X: launches, threat hunting, intel, API — dean_rie · 2026-10-10
- Cursor adds /visualize: build charts and diagrams inline, follow-up questions get new charts — dean_rie · 2026-10-10
- Rippling splits AI diagnosis from deterministic authorization in its IT Helpdesk agent — andreisavu · 2026-10-10
- Musk asks for feedback as Grok Bot runs Shopify stores, per Tobi Lütke — elonmusk · 2026-10-10
- Personal AI helper Allies abandons SaaS, goes fully open source on your own server — saheedniyi_02 · 2026-10-10
- Project that took a month to build in 2024 now rebuilt with one prompt and $50 — danshipper · 2026-10-10