Query the Percolate specialty coffee database from Claude, or any MCP-compatible AI client. Read-only access to 1,100+ curated coffees with tasting profiles, brew recipes, pairings, and where-to-buy…
percolate-mcp is an MCP project maintained in the bguillow-rgb/percolate-mcp repository. The maintainer describes its purpose as “Query the Percolate specialty coffee database from Claude, or any MCP-compatible AI client. Read-only access to 1,100+ curated coffees with tasting profiles, brew recipes, pairings…”. Read the project documentation for the complete scope.
The documented npm package is percolate-mcp. The configuration below comes from the maintainer’s example; adapt its paths and account values to your environment.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| search_coffees | Catalog search with category, roast level, brew method, and price filters |
| get_coffee | Full record for one coffee: roast, body/acidity/sweetness, flavors, pairings, retailers |
| find_similar | Similar coffees by flavor overlap and roast/body/acidity proximity |
| get_recommendations | Picks from flavor preferences + budget + roast + your brew gear |
| compare_coffees | Side-by-side: profiles, shared/distinct flavors, price delta |
| trending_coffees | What Percolate users are adding to their collections right now |
| dial_in_suggestion | Brew guidance for a specific coffee — curated recipes (ratio, temp, grind) from the catalog, or a roast-based starting point |
| what_to_brew | A coffee for right now — evening picks lean decaf, mornings lean bright |
{
"mcpServers": {
"percolate": {
"command": "npx",
"args": [
"-y",
"percolate-mcp"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.