SERVER

GoldenFlow

Rank #64,502

io.github.benzsevern/goldenflow

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

First listed
Mar 27, 2026
Last publish date
Nov 25, 2024
PURPOSE

What you can do with GoldenFlow

GoldenFlow is a Model Context Protocol (MCP) server published by benzsevern. It ranks #64,502 of 144,396 active servers on MCP Toplist. GoldenFlow is listed on Smithery, with 1 tracked version. It was first listed on Mar 27, 2026 and most recently updated on Nov 25, 2024.

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 GoldenFlow 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 GoldenFlow

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 Oct 10, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect GoldenFlow and confirm it works

Remote · HTTP
claude mcp add --transport http goldenflow https://goldenflow-mcp-production.up.railway.app/mcp/
Python package (PyPI)
claude mcp add goldenflow -- uvx goldenflow
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 benzsevern
View all benzsevern servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Mar 27, 2026
Latest version published
Nov 25, 2024
Version history
1 version tracked (below)
Requirements evidence
MCP Toplist probed the public endpoint on Oct 10, 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
Oct 16, 2026
Registry sightings

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

VERSIONS

Available versions (1)

VersionPublished
0.1.0Nov 25, 2024
STANDING
#64,502of 144,396 active serversTop 50%

Ranks ahead of 79,894 of 144,396 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 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.benzsevern%2Fgoldenflow.svg)](https://mcptoplist.com/server/io.github.benzsevern%2Fgoldenflow)
HTML
<a href="https://mcptoplist.com/server/io.github.benzsevern%2Fgoldenflow"><img src="https://mcptoplist.com/badge/io.github.benzsevern%2Fgoldenflow.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>

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FAQ

Frequently asked questions

Who maintains GoldenFlow?
GoldenFlow is maintained by benzsevern, which publishes 5 MCP servers (29 total versions) tracked on MCP Toplist.
Is GoldenFlow listed on the Official MCP Registry?
GoldenFlow is not on the Official MCP Registry. It is listed on Smithery.
How many versions does GoldenFlow have?
MCP Toplist tracks 1 version of GoldenFlow, most recently published on Nov 25, 2024.
Where can I find the source code for GoldenFlow?
The source code for GoldenFlow is hosted at github.com/benzsevern/goldenflow.git.
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