Semantic Calculator MCP
by identimoji
A Python-based MCP tool for performing semantic operations on vectors, text, and emoji. It has specialized support for the Emojikey V3 system.
Last updated: N/A
What is Semantic Calculator MCP?
The Semantic Calculator MCP is a Python tool designed for semantic analysis and manipulation of vectors, text, and emoji. It provides functionalities for calculating similarities, converting text and emoji to vector embeddings, and parsing Emojikey V3 strings.
How to use Semantic Calculator MCP?
The tool can be used directly via Python or through the MCP interface within Claude. Installation instructions are provided for Apple Silicon Macs, including a script for native arm64 architecture. Examples are provided for both Python and MCP usage, demonstrating how to convert emoji to vectors and calculate their similarity.
Key features of Semantic Calculator MCP
Calculate semantic similarities between vectors
Convert text and emoji to vector embeddings
Parse and analyze Emojikey V3 strings
Calculate helical components for phase angle representations
Calculate semantic field distance between dimensions
Use cases of Semantic Calculator MCP
Analyzing semantic relationships between emoji
Converting text to vector embeddings for NLP tasks
Integrating semantic analysis into Claude workflows
Developing applications that utilize Emojikey V3
Exploring semantic field distances between dimensions
FAQ from Semantic Calculator MCP
What is SentenceBERT used for?
What is SentenceBERT used for?
SentenceBERT is used for generating semantic vector embeddings from text and emoji.
How do I install the dependencies?
How do I install the dependencies?
The installation script install_native.sh handles the installation of all required dependencies.
Can I use this tool on a non-Apple Silicon Mac?
Can I use this tool on a non-Apple Silicon Mac?
Yes, but the installation instructions provided are tailored for Apple Silicon Macs. You may need to adjust the installation process for other platforms.
What does the semantic_calc_ prefix mean?
What does the semantic_calc_ prefix mean?
All tool functions are prefixed with semantic_calc_ to avoid naming conflicts with other tools in the Claude environment.
What license is this project under?
What license is this project under?
This project is licensed under the MIT License.