Percolate

Overview

Percolate is an MCP server that gives AI assistants access to a specialty coffee database of over 1,100 coffees, complete with brew recipes and pairing suggestions. Instead of switching between apps, your AI can search and retrieve coffee information directly as callable tools through the Model Context Protocol.

You can deploy Percolate in two ways: connect to the hosted endpoint at https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp without any local setup, or install it locally using npx -y percolate-mcp. Version v1.0.1 is released under the MIT license with full source code available at bguillow-rgb/percolate-mcp on GitHub. No authentication is required.

Percolate is listed in the AI & Agents category and works with any MCP-compatible client including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, and Zed. If you maintain this project, you can claim this listing to verify ownership and keep the information up to date.

Installation

Settings → Connectors → Add custom connector
Name: Percolate
URL:  https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp