SERVER

Percolate

Rank #47,385

io.github.bguillow-rgb/percolate

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

First listed
Aug 13, 2026
Last publish date
Sep 16, 2026
PURPOSE

What you can do with Percolate

Percolate is a Model Context Protocol (MCP) server published by bguillow-rgb. It ranks #47,385 of 168,415 active servers on MCP Toplist. Percolate is listed across 2 registries — Official MCP and Glama, with 3 tracked versions. It was first listed on Aug 13, 2026 and most recently updated on Sep 16, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Percolate can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Percolate

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Nov 3, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect Percolate and confirm it works

Remote · HTTP
claude mcp add --transport http percolate https://mcp.percolateapp.com/?src=registry
npm package
claude mcp add percolate -- npx -y percolate-mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by bguillow-rgb
View all bguillow-rgb servers →

No task-specific alternatives are catalogued for Percolateyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Aug 13, 2026
Latest version published
Sep 16, 2026
Version history
3 versions tracked (below)
Requirements evidence
MCP Toplist probed the public endpoint on Nov 3, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 4, 2026
Registry sightings

Do you maintain Percolate? to correct or enrich this profile.

VERSIONS

Available versions (3)

1.0.0 · Aug 13, 20261.0.1 · Aug 21, 20261.0.2 · Sep 16, 2026Aug 13, 2026Sep 16, 2026
VersionPublished
1.0.2Sep 16, 2026
1.0.1Aug 21, 2026
1.0.0Aug 13, 2026
STANDING
#47,385of 168,415 active serversTop 50%

Ranks ahead of 121,030 of 168,415 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 50% of 168,415
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.bguillow-rgb%2Fpercolate.svg)](https://mcptoplist.com/server/io.github.bguillow-rgb%2Fpercolate)
HTML
<a href="https://mcptoplist.com/server/io.github.bguillow-rgb%2Fpercolate"><img src="https://mcptoplist.com/badge/io.github.bguillow-rgb%2Fpercolate.svg" alt="MCP Toplist: Top 50% of 168,415" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Percolate?
Percolate is maintained by bguillow-rgb, which publishes 4 MCP servers (14 total versions) tracked on MCP Toplist.
Is Percolate listed on the Official MCP Registry?
Yes — Percolate is listed on the Official MCP Registry, alongside Glama.
How many versions does Percolate have?
MCP Toplist tracks 3 versions of Percolate, most recently published on Sep 16, 2026.
Where can I find the source code for Percolate?
The source code for Percolate is hosted at github.com/bguillow-rgb/percolate-mcp.
Used in projects

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