EntityIdentification MCP Server

@u3588064

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基本情報

カテゴリ

その他

ライセンス

MIT

トランスポート

stdio

作者

u3588064

EntityIdentification MCP Server について

MCP (Model Context Protocol) server for identifying whether two sets of data are from the same entity. 识别两组数据是否来自同一主体的MCP服务器

#entity-resolution #data-comparison #mcp-server

EntityIdentification MCP Server の設定

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このサーバーの README には解析可能な MCP 設定ブロックが含まれていません。インストール手順はリポジトリをご確認ください。

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EntityIdentification MCP Server のツール

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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 EntityIdentification?

EntityIdentification is an MCP (Model Context Protocol) server that determines whether two sets of JSON data originate from the same real-world entity. It compares values using exact matching, text normalization, and a generative language model for semantic similarity.

How to use EntityIdentification?

Install the required dependency with pip install genai. Use the provided functions normalize_text, compare_values, and compare_json to compare two JSON objects. The server integrates a language model to assess semantic similarity and returns a final judgment.

Key features of EntityIdentification

Text normalization (lowercase, punctuation removal, whitespace normalization)
Exact and semantic value comparison
Ignoring order when comparing list values
Key-by-key JSON traversal and comparison
Generative language model for final entity matching

Use cases of EntityIdentification

Deduplicating customer records from different databases
Verifying if two form submissions belong to the same person
Cleaning merged datasets by detecting duplicate entries
Checking identity consistency across multiple data sources

よくある質問

Which language model does EntityIdentification use?

The example uses `genai.GenerativeModel("gemini-2.0-flash-thinking-exp")` to generate the final matching result.

How do I install EntityIdentification?

Install the required package with `pip install genai`. No other setup is mentioned.

Does EntityComparison ignore list order?

Yes. When comparing list values, the server ignores element order for semantic comparison.

What output does the server provide?

After comparing JSON objects key-by-key, it uses a language model to produce a textual judgment on whether the two data sets come from the same entity.

Does EntityIdentification have any known limitations?

The README does not list specific limitations. It only describes the comparison logic and example usage with a single language model.

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