mhart
MCP Servermhartpublic

mcp semantic search

An MCP Server to search a Vectorize DB

Repository Info

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TypeScript
Language
-
License

About This Server

An MCP Server to search a Vectorize DB

Model Context Protocol (MCP) - This server can be integrated with AI applications to provide additional context and capabilities, enabling enhanced AI interactions and functionality.

Documentation

Semantic Search MCP Server

Deploy to Cloudflare

An MCP Server using the Agents SDK that can search documentation stored in a Vectorize database.

The same code that powers the MCP Server at https://mcp.developers.cloudflare.com/sse (or https://mcp.developers.cloudflare.com/mcp for the stateless version)

Using in Claude Desktop

{
  "mcpServers": {
    "cloudflare-docs": {
      "command": "npx", // or may need the full path, eg if using volta: "/Users/myuser/.volta/bin/npx"
      "args": ["mcp-remote@latest", "https://mcp.developers.cloudflare.com/mcp"]
      // Below only needed if you're using a Zero Trust client like Cloudflare WARP
      // "env": {
      //   "NODE_EXTRA_CA_CERTS": "/path/to/certificate.pem"
      // }
    }
  }
}

Testing in Cloudflare's AI Playground

Go to https://playground.ai.cloudflare.com/ and enter https://mcp.developers.cloudflare.com/mcp as the MCP Server

Testing in VSCode

Type Shift-Cmd-P and choose "MCP: Add Server..." and then choose "HTTP (server-sent events)", then enter https://mcp.developers.cloudflare.com/sse as the URL.

Testing locally (requires a populated Vectorize DB)

npm run dev

Then go to https://playground.ai.cloudflare.com/ and enter http://localhost:8787/mcp as the MCP Server

Quick Start

1

Clone the repository

git clone https://github.com/mhart/mcp-semantic-search
2

Install dependencies

cd mcp-semantic-search
npm install
3

Follow the documentation

Check the repository's README.md file for specific installation and usage instructions.

Repository Details

Ownermhart
Repomcp-semantic-search
LanguageTypeScript
License-
Last fetched8/10/2025

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