MCP·0004EF
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elastic-semantic-search-mcp-server

By jedrazb·Visit Source
Elasticsearch semantic search MCP server
April 18, 2025
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About elastic-semantic-search-mcp-server

Elasticsearch semantic search MCP server. elastic-semantic-search-mcp-server is a Model Context Protocol (MCP) server maintained by jedrazb. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under Database/Elasticsearch and AI/Search.

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

    Repository Info
    Stars:
    3
    Forks:
    5
    Watchers:
    3
    Last Updated: 1 year ago

    AIMCP authority

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    FAQ

    Frequently asked questions

    What is the elastic-semantic-search-mcp-server MCP server?

    elastic-semantic-search-mcp-server is a Model Context Protocol server from jedrazb. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.

    How do I connect elastic-semantic-search-mcp-server to my AI client?

    Add elastic-semantic-search-mcp-server to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.

    Is elastic-semantic-search-mcp-server free to use?

    elastic-semantic-search-mcp-server is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.

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