bguillow-rgb/percolate-mcp

Overview

MCP server for the Percolate specialty coffee database. Exposes read-only catalog data, brew recipes, and pairings to AI assistants through the Model Context Protocol. Written in TypeScript.

Best for

Best for
Developers building AI assistants that need curated specialty coffee reference data

Use cases

• Add specialty coffee reference data to an AI assistant
• Look up brew recipes for specific coffees
• Retrieve food pairings for coffee catalog entries

How to use

Install

npx -y percolate-mcp

Tools exposed

• search_coffees
• get_coffee
• find_similar
• get_recommendations
• compare_coffees
• trending_coffees
• dial_in_suggestion
• what_to_brew

Tested with

Claude Desktop

Example client config

{\n  "mcpServers": {\n    "percolate": {\n      "command": "npx",\n      "args": ["-y", "percolate-mcp"]\n    }\n  }\n}

Notes

MCP server for the Percolate specialty coffee database. Exposes read-only catalog data, brew recipes, and pairings to AI assistants through the Model Context Protocol. Written in TypeScript.

0 stars on GitHub. Last updated 2026-09-07. Licensed MIT.

Use cases

• Add specialty coffee reference data to an AI assistant
• Look up brew recipes for specific coffees
• Retrieve food pairings for coffee catalog entries

Pros

• Read-only design avoids accidental data modification
• Standard MCP protocol works with many AI assistants
• TypeScript codebase is approachable for most developers

Cons

• Zero stars indicate no proven community adoption
• Limited to the Percolate database, not a general coffee API
• No write or update capabilities by design

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.