This might not be a typical Contra post since it’s more on the technical side than design-focused...

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This might not be a typical Contra post since it’s more on the technical side than design-focused — but I’m proud of it and wanted to share it with the no-code community.

I’ve built a fully functional MCP (Model Context Protocol) server entirely in bubble.io, with no custom scripts or external servers. It connects seamlessly with Claude Desktop and supports the core MCP methods (Initialize, ListTools, Call) over HTTP.

This project proves that no-code platforms can implement emerging AI protocols without custom code, just by smartly using workflows, APIs, and structured logic.

If anyone in the no-code or AI tooling space is exploring MCP or remote tool integrations — happy to share how I structured it or walk through the setup.

To test yourself: https://username:password@mcp-demo.bubbleapps.io/

Bubble Development shareyourwork Bubble Claude

Branimir Ivanov

• Oct 20

I’ve also shared a detailed post on the Bubble forum, where I explain the technical challenges I faced and how I managed to overcome them : https://forum.bubble.io/t/how-i-built-an-mcp-server-in-bubble-io/383548

forum.bubble.io

How I Built an MCP Server in Bubble.io

I’ve been exploring how to build an MCP server with Bubble and decided to share my approach and implementation. You can test it here: 👉 https://username:password@mcp-demo.bubbleapps.io/ Editor: https://bubble.io/page?id=mcp-demo It uses API workflows I built to act as MCP tools. This setup allows users to authenticate and interact with the app through clients like Claude Desktop, Cursor, and others. Users can create, delete, and list tasks using the…