mcp-server-semantic-calc
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Semantic Calculator MCP is a Python-based tool for semantic operations on vectors, text, and emoji, with specialized support for the Emojikey V3 system.
The Semantic Calculator MCP is a versatile tool designed to perform semantic operations on vectors, text, and emoji. It is particularly adept at handling the Emojikey V3 system, allowing users to calculate semantic similarities, convert text and emoji into vector embeddings, and analyze semantic field distances. The tool is built to run on Apple Silicon and Intel Macs, requiring Python 3.10+ and the Claude Desktop application. It leverages advanced libraries like sentence-transformers and scikit-learn to provide robust functionality for semantic analysis. The tool is easy to install and configure, with detailed instructions for setting up on Claude Desktop. It supports both direct Python usage and integration with Claude, making it a flexible choice for developers and researchers working with semantic data.
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
