MCP server

Percolate

io.github.bguillow-rgb/percolate

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

8

Token cost

About 1,606 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http percolate https://mcp.percolateapp.com/?src=registry

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.percolate]
url = "https://mcp.percolateapp.com/?src=registry"

Gemini CLI

{"mcpServers":{"percolate":{"httpUrl":"https://mcp.percolateapp.com/?src=registry"}}}

Cursor

{"mcpServers":{"percolate":{"url":"https://mcp.percolateapp.com/?src=registry"}}}

VS Code

{"servers":{"percolate":{"type":"http","url":"https://mcp.percolateapp.com/?src=registry"}}}

Antigravity

agy mcp add percolate https://mcp.percolateapp.com/?src=registry

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"percolate","server_url":"https://mcp.percolateapp.com/?src=registry","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"percolate","server_url":"https://mcp.percolateapp.com/?src=registry"}

Tools

• compare_coffees ~144 tokens
  Side-by-side comparison: roast, body/acidity/sweetness, shared and distinct flavors, brew methods, and price difference.
• dial_in_suggestion ~168 tokens
  Brew guidance for a specific coffee: curated recipes from the Percolate catalog (ratio, temperature, grind) when available, or a roast-based starting point. Optionally scoped to your brew method.
• find_similar ~156 tokens
  Coffees with a similar profile to a given one, ranked by shared flavor notes and roast/body/acidity/sweetness proximity. Deterministic scoring over Percolate's structured tasting data.
• get_coffee ~156 tokens
  Detailed record for one coffee: roast level, body/acidity/sweetness profile, flavor notes, suited brew methods, food and brew pairings, price, and retailer names with prices (no purchase links). Accepts a Percolate id or a name.
• get_recommendations ~281 tokens
  Personalized coffee picks from flavor preferences (e.g. 'chocolate', 'berry', 'caramel'), a budget in USD, roast preference, and the brew gear you own.
• search_coffees ~351 tokens
  Search 1,100+ curated specialty coffees in the Percolate database. Filter by category (espresso, single_origin, blend, decaf, dark), roast level, brew method, and price (USD). Returns tasting profiles, brew methods, and retailer names with prices (no purchase links).
• trending_coffees ~136 tokens
  Coffees Percolate users are adding to their collections most over the last 30 days (falls back to catalog popularity when live activity data is unavailable). The method used is labeled in the response.
• what_to_brew ~214 tokens
  A coffee suggestion for right now, based on time of day (evening picks lean decaf), mood, and the brew method you're using — scored over Percolate's tasting profiles.

Browse

• GitHub tools
• GitHub and code hosting
• Databases
• Food and recipes

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