elastic-semantic-search-mcp-server

What is this MCP

This is a Python implementation of an MCP server for performing semantic search on Search Labs blog posts indexed in Elasticsearch, using Elastic's ELSER model for semantic text processing.

How to use this MCP

Configure Elasticsearch with API key and URL

Run the MCP server using make dev

Integrate with Claude Desktop using make install-claude-config

Optionally crawl blog posts using the included crawler setup

What this MCP can be used for

- Enabling semantic search capabilities in applications

- Integration with AI assistants like Claude for enhanced document retrieval

- Creating knowledge bases from crawled content with semantic understanding

What is this MCP

How to use this MCP

What this MCP can be used for

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