IndieML Substance API

Name: IndieML Substance API
Author: ezchx

ezchx

A lightweight API that evaluates text for substance, depth, and clarity. It approximates LLM judgments to produce a fast Substance score which can be used as a signal to filter, rank, or preprocess high-volume text streams.

Setup

Choose your client, copy the config, then fill in any required environment variables.

Add to Cursor Add to VS Code

claude mcp add --transport http indieml-substance-api https://indieml.app/mcp/ --header 'X-Api-Key: <X_API_KEY>'

~/.codex/config.toml

[mcp_servers.indieml-substance-api]
url = "https://indieml.app/mcp/"
http_headers = { X-Api-Key = "<X_API_KEY>" }

# codex mcp add indieml-substance-api --url https://indieml.app/mcp/

~/.cursor/mcp.json

{
  "mcpServers": {
    "indieml-substance-api": {
      "url": "https://indieml.app/mcp/",
      "headers": {
        "X-Api-Key": "<X_API_KEY>"
      }
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "indieml-substance-api": {
      "type": "http",
      "url": "https://indieml.app/mcp/",
      "headers": {
        "X-Api-Key": "<X_API_KEY>"
      }
    }
  }
}

~/.gemini/settings.json

{
  "mcpServers": {
    "indieml-substance-api": {
      "httpUrl": "https://indieml.app/mcp/",
      "headers": {
        "X-Api-Key": "<X_API_KEY>"
      }
    }
  }
}

claude_desktop_config.json · Customize › Connectors › Add custom connector

{
  "mcpServers": {
    "indieml-substance-api": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://indieml.app/mcp/",
        "--header",
        "X-Api-Key:<X_API_KEY>"
      ]
    }
  }
}

.trae/mcp.json

{
  "mcpServers": {
    "indieml-substance-api": {
      "url": "https://indieml.app/mcp/",
      "headers": {
        "X-Api-Key": "<X_API_KEY>"
      }
    }
  }
}

Setup

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