Elasticsearch

概要

Elasticsearch empowers Large Language Models (LLMs) to interact with Elasticsearch clusters through the Model Context Protocol. It provides a suite of tools for managing indices, executing complex search queries, and indexing documents. By exposing Elasticsearch functionality via a standardized protocol, this server allows LLMs to seamlessly integrate search capabilities into their workflows, retrieve structured data, and perform data analysis.

主な機能

• Executes search queries against indices using Elasticsearch query DSL.
• Lists all available indices within the Elasticsearch cluster.
• Provides mapping information for each index via a dedicated resource endpoint.
• Creates new Elasticsearch indices with customizable mappings and settings.
• Indexes documents into specified indices with optional document ID.

ユースケース

• Integrating Elasticsearch search capabilities into LLM-powered applications.
• Enabling LLMs to perform data analysis and retrieval from Elasticsearch indices.
• Automating index management tasks within an Elasticsearch cluster.