Semantic Search MCP Server
Provides semantic search over Cloudflare documentation stored in a Vectorize database.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Semantic Search MCP Serversearch for how to deploy a Cloudflare worker"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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"
// }
}
}
}Related MCP server: Roblox Documentation MCP Server
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 devThen go to https://playground.ai.cloudflare.com/ and enter http://localhost:8787/mcp as the MCP Server
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Latest Blog Posts
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/mhart/mcp-semantic-search'
If you have feedback or need assistance with the MCP directory API, please join our Discord server