SERVER

GoldenFlow

Rank #9,454

io.github.benseverndev-oss/goldenflow

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

First listed
Mar 25, 2026
Last publish date
Aug 16, 2026
OVERVIEW

GoldenFlow is a Model Context Protocol (MCP) server published by benseverndev-oss. It ranks #9,454 of 132,113 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. GoldenFlow is listed across 2 registries — Official MCP and PulseMCP, with 7 tracked versions. It was first listed on Mar 25, 2026 and most recently updated on Aug 16, 2026.

STANDING
#9,454of 132,113 tracked serversTop 10%

Ranks ahead of 122,659 of 132,113 servers on MCP Toplist.

CONNECT

Use GoldenFlow

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

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
BADGE

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MCP Toplist: Top 10% of 132,113
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.benseverndev-oss%2Fgoldenflow.svg)](https://mcptoplist.com/server/io.github.benseverndev-oss%2Fgoldenflow)
HTML
<a href="https://mcptoplist.com/server/io.github.benseverndev-oss%2Fgoldenflow"><img src="https://mcptoplist.com/badge/io.github.benseverndev-oss%2Fgoldenflow.svg" alt="MCP Toplist: Top 10% of 132,113" /></a>

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REGISTRIES

Listed on 2 registries

ORGANIZATION

benseverndev-oss

Organization
Servers in org
4
Versions across org
27
MORE FROM THIS PUBLISHER

Other servers by benseverndev-oss

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VERSIONS

Available versions (7)

1.2.0 · Jun 1, 20261.3.0 · Jun 24, 20261.4.0 · Jul 4, 20261.13.0 · Jul 5, 20262.0.0 · Jul 8, 20262.1.0 · Jul 13, 20262.2.0 · Aug 16, 2026Jun 1, 2026Aug 16, 2026
VersionPublished
2.2.0Aug 16, 2026
2.1.0Jul 13, 2026
2.0.0Jul 8, 2026
1.13.0Jul 5, 2026
1.4.0Jul 4, 2026
1.3.0Jun 24, 2026
1.2.0Jun 1, 2026
FAQ

Frequently asked questions

Who maintains GoldenFlow?
GoldenFlow is maintained by benseverndev-oss, which publishes 4 MCP servers (27 total versions) tracked on MCP Toplist.
Is GoldenFlow listed on the Official MCP Registry?
Yes — GoldenFlow is listed on the Official MCP Registry, alongside PulseMCP.
How many versions does GoldenFlow have?
MCP Toplist tracks 7 versions of GoldenFlow, most recently published on Aug 16, 2026.
Where can I find the source code for GoldenFlow?
The source code for GoldenFlow is hosted at github.com/benseverndev-oss/goldenflow.
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