
mcp semantic search
An MCP Server to search a Vectorize DB
Repository Info
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
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
Clone the repository
git clone https://github.com/mhart/mcp-semantic-searchInstall dependencies
cd mcp-semantic-search
npm installFollow the documentation
Check the repository's README.md file for specific installation and usage instructions.
Repository Details
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