Semantic Calculator MCP
About
MCP tool in python for performing various semantic calcualtions
Details
- Author
- identimoji
- Downloads
- 145
- Categories
- Knowledge Base
Jump to
- Calculate semantic similarities between vectors
- Convert text and emoji to vector embeddings
- Calculate helical components for phase angle representations
- Parse and analyze Emojikey V3 strings
- Calculate semantic field distance between dimensions
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Semantic Calculator MCPCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install dependencies with uv sync, then configure Claude Desktop by adding the MCP server configuration to claude_desktop_config.json using the arch -arm64 uv run -m semantic_calculator mcp command (adjusting paths). After restarting Claude Desktop, all tool functions are available with the semantic_calc_ prefix.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"semantic calculator mcp": {
"mcp-server-semantic-calc": {
"command": "python",
"args": [
"-m",
"semantic_calculator.examples.vector_operations"
]
}
}
}
}McpServers
{
"mcp-server-semantic-calc": {
"command": "python",
"args": [
"-m",
"semantic_calculator.examples.vector_operations"
]
}
}Semantic Calculator MCP
A Python-based MCP tool for semantic operations on vectors, text, and emoji, with specialized support for the Emojikey V3 system.
Features
- Calculate semantic similarities between vectors
- Convert text and emoji to vector embeddings
- Calculate helical components for phase angle representations
- Parse and analyze Emojikey V3 strings
- Calculate semantic field distance between dimensions
Requirements
- Python 3.10+ (required by MCP SDK)
- Apple Silicon Mac (M1/M2/M3) or Intel Mac
- Claude Desktop application
Installation
1. Install Dependencies
```bash
Sign in to leave a review
Use Google, GitHub, or an email account so ratings stay tied to real people.
No reviews posted yet.
