Semantic Calculator MCP

Name: Semantic Calculator MCP
Author: identimoji

@identimoji

リポジトリ

Semantic Calculator MCP について

MCP tool in python for performing various semantic calcualtions

基本情報

カテゴリ

メモリとナレッジ

ライセンス

MIT

ランタイム

python

トランスポート

stdio

公開者

identimoji

設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "mcp-server-semantic-calc": {
      "command": "python",
      "args": [
        "-m",
        "semantic_calculator.examples.vector_operations"
      ]
    }
  }
}

ツール

ツールは検出されませんでした

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is Semantic Calculator MCP?

A Python-based MCP tool for semantic operations on vectors, text, and emoji, with specialized support for the Emojikey V3 system. It is designed for developers using Claude Desktop who need to analyze semantic relationships in their conversations.

How to use Semantic Calculator MCP?

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.

Key features of Semantic Calculator MCP

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

Use cases of Semantic Calculator MCP

Measure semantic similarity between two emoji or concepts
Analyze Emojikey V3 strings for dimensional relationships
Perform vector operations (cosine similarity, Euclidean distance, Manhattan distance)
Generate embeddings from text for semantic comparison

FAQ from Semantic Calculator MCP

What are the core dependencies for Semantic Calculator MCP?

Python 3.10+, MCP SDK >=0.9.0, sentence-transformers >=2.2.0, numpy >=1.20.0, scikit-learn >=1.0.0, and torch >=1.10.0 are required. The server will refuse to start if any core dependency is missing.

What hardware does Semantic Calculator MCP require?

It runs on Apple Silicon Mac (M1/M2/M3) or Intel Mac. The configuration uses arch -arm64 to ensure native Apple Silicon execution.

How are tool functions named in Semantic Calculator MCP?

All tool functions are prefixed with semantic_calc_ (e.g., semantic_calc_emoji_to_vector) to avoid naming conflicts with other MCP tools.

Where does Semantic Calculator MCP process data?

All vector operations, embeddings, and calculations are performed locally on the user’s machine. No external services are called.

What transport does Semantic Calculator MCP use?

The server communicates via standard input/output (stdio) through the Claude Desktop MCP client, as configured in the JSON settings.

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