The Percolate MCP server,
connected in one click.
Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings. Connect the official Percolate MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add Percolate to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http percolate https://mcp.percolateapp.com/?src=registryRun in your terminal, then restart Claude Code.
Percolate · https://mcp.percolateapp.com/?src=registry
What your AI can do with Percolate
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “search_coffees”: Search 1,100+ curated specialty coffees in the Percolate database. Filter by category (espresso, single_origin, blend, decaf, dark), roast l.”
“Use “get_coffee”: Detailed record for one coffee: roast level, body/acidity/sweetness profile, flavor notes, suited brew methods, food and brew pairings, pric.”
“Use “find_similar”: Coffees with a similar profile to a given one, ranked by shared flavor notes and roast/body/acidity/sweetness proximity. Deterministic scori.”
“Use “get_recommendations”: Personalized coffee picks from flavor preferences (e.g. 'chocolate', 'berry', 'caramel'), a budget in USD, roast preference, and the brew ge.”
How secure is the Percolate MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Percolate holds up.
Security grade A
gate scanned 8 tools on Sep 18, 2026 for prompt injection and risky tool definitions — nothing to flag.
Official endpoint
Operated by Percolate (percolateapp.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If Percolate adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick Percolate
Choose Percolate in the gate directory. No sign-in needed.
Use it anywhere
Percolate's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools Percolate exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
search_coffees — Search 1,100+ curated specialty coffees in the Percolate database. Filter by category (espresso, single_origin, blend, decaf, dark), roast l
get_coffee — Detailed record for one coffee: roast level, body/acidity/sweetness profile, flavor notes, suited brew methods, food and brew pairings, pric
find_similar — Coffees with a similar profile to a given one, ranked by shared flavor notes and roast/body/acidity/sweetness proximity. Deterministic scori
get_recommendations — Personalized coffee picks from flavor preferences (e.g. 'chocolate', 'berry', 'caramel'), a budget in USD, roast preference, and the brew ge
compare_coffees — Side-by-side comparison: roast, body/acidity/sweetness, shared and distinct flavors, brew methods, and price difference.
trending_coffees — Coffees Percolate users are adding to their collections most over the last 30 days (falls back to catalog popularity when live activity data
dial_in_suggestion — Brew guidance for a specific coffee: curated recipes from the Percolate catalog (ratio, temperature, grind) when available, or a roast-based
what_to_brew — 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 Per
Who runs the Percolate MCP server?
The Percolate MCP server at a glance
https://mcp.percolateapp.com/?src=registryQuestions, answered
Is there an official Percolate MCP server?
Yes — Percolate operates its own remote MCP server at mcp.percolateapp.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect Percolate to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Percolate in the directory. No account or sign-in is needed. From then on, Percolate's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Percolate runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Percolate MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect Percolate in minutes. No credit card required.
Connect more than just Percolate
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Percolate in: Claude · Claude Code · ChatGPT · Cursor · VS Code