IndieML Substance API

io.github.ezchx/indieml

Scores text for substance, depth, and clarity in under 25ms.

Description as published in the official MCP registry.

Answers, but requires sign-in before the handshake. Checked 2026-10-04.

What we measured

Endpointhttps://indieml.app/mcp/registry
HandshakeAnswers, but requires sign-in before the handshake (663 ms)our check, 2026-10-04
GitHub stars0github.com/ezchx/indieml
Last push2026-09-30GitHub API
LicenceMITGitHub API
Registry version0.1.14 · active · updated 2026-09-30registry

Signed reports

No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows a real call went through, not just an opinion. How to file one.

Connect

claude mcp add --transport http indieml https://indieml.app/mcp/

Commands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.

Badge for your README

Shows the result of our latest check and links back to this page.

[![agora](https://openforallofus.com/badge/io.github.ezchx/indieml.svg)](https://openforallofus.com/tools/io.github.ezchx/indieml)

Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name io.github.ezchx/indieml.