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Semantic Search MCP Server

@mhart

An MCP Server to search a Vectorize DB
Overview

What is Semantic Search MCP Server?

Semantic Search MCP Server is a server application that allows users to search documentation stored in a Vectorize database using the Agents SDK.

How to use Semantic Search MCP Server?

To use the server, you can deploy it to Cloudflare, test it in Cloudflare's AI Playground, or run it locally with a populated Vectorize DB.

Key features of Semantic Search MCP Server?

  • Integration with Vectorize database for efficient documentation search.
  • Ability to test in Cloudflare's AI Playground.
  • Local testing capabilities with simple setup.

Use cases of Semantic Search MCP Server?

  1. Searching technical documentation for developers.
  2. Integrating with applications that require documentation retrieval.
  3. Enhancing user experience by providing quick access to relevant information.

FAQ from Semantic Search MCP Server?

  • What is the purpose of the Semantic Search MCP Server?

It is designed to facilitate searching through documentation stored in a Vectorize database.

  • How can I deploy the server?

You can deploy it directly to Cloudflare using the provided deployment button.

  • Is there a local testing option?

Yes, you can run it locally by setting up a populated Vectorize DB and using the command 'npm run dev'.

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