IndieML MCP Server
An official Model Context Protocol (MCP) server for the IndieML Substance API.
Returns a 0.0–1.0 substance score for a short passage of text; higher scores indicate denser, more specific, less filler-heavy language.
Requirements
- Python 3.10+
- An IndieML API Key — visit https://indieml.app to request your free API key.
Usage with Claude Desktop
Add the following to your claude_desktop_config.json file.
(On Mac: ~/Library/Application Support/Claude/claude_desktop_config.json)
{
"mcpServers": {
"indieml": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/ezchx/indieml-mcp-server",
"indieml-mcp-server"
],
"env": {
"INDIEML_API_KEY": "YOUR_API_KEY_HERE"
}
}
}
}
1 maintainer
Metadata
1 maintainer
Release files for indieml 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| indieml-0.1.0.tar.gz | 65.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| indieml-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 69.4 kB
Release files / indieml-0.1.0.tar.gz
| Download URL | indieml-0.1.0.tar.gz |
|---|---|
| Size | 65.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
028b43822d59b1b4925427878d816618582aeff9ce4e3256ac605b4ed2867cfb
|
|
BLAKE2b-256 checksum How to use checksums |
117d9ec14ac4ad3f5f1ab8105de0e3ff4fb3438804e2c99343bda995d71b5717
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 17, 2026.
Transparency logRelease files / indieml-0.1.0-py3-none-any.whl
| Download URL | indieml-0.1.0-py3-none-any.whl |
|---|---|
| Size | 4.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
9c80eeb663be69acafec840f30fbefb0df750cc87930ad1b4277734cfda0dce8
|
|
BLAKE2b-256 checksum How to use checksums |
e8f6005c2df60f7f93782112ea8827f34a31338c6ba57c81ee34311969f0e7e2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 17, 2026.
Transparency log
