Data · Remote MCP server
GoldenFlow
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
What the MCP Registry states
The entry as published to the official MCP Registry (read 2026-10-04), latest version.
- Registry name
io.github.benseverndev-oss/goldenflow- Version
- 2.2.0
- Status
- Active
- Category
- data
- Transport
- Streamable HTTP, stdio (local process)
- Package
- PyPI
- Published
- 2026-08-16
- Updated
- 2026-08-16
- Publisher
- benseverndev-oss (GitHub) · 6 servers with pages here
- Listed under
- Excel MCP servers, Amazon S3 MCP servers
- Website
- benseverndev-oss.github.io/goldenflow/
- Repository
- github.com/benseverndev-oss/goldenflow
- Source
- Registry API entry
Remote endpoints
| Transport | URL | Headers declared |
|---|---|---|
| Streamable HTTP | https://goldenflow-mcp-production.up.railway.app/mcp/ | None |
Packages
| Registry | Package | Version | Transport |
|---|---|---|---|
| PyPIruntime: uvx | goldenflow | 2.2.0 | stdio |
How to connect GoldenFlow
GoldenFlow is a remote MCP server: there is nothing to install. Its endpoint is https://goldenflow-mcp-production.up.railway.app/mcp/, served over Streamable HTTP. In an assistant that accepts remote MCP servers (often under a setting named connectors, integrations or tools), add a new server and give it this URL; in a client configured by file, add it as a remote (HTTP) server with the same URL.
No headers are declared in the registry entry. If the server needs you to sign in, a client that supports MCP authorization opens the service's own sign-in page when it first connects.
It can also run locally from a Python package published to PyPI: goldenflow version 2.2.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx goldenflow.
In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):
{
"mcpServers": {
"goldenflow": {
"command": "uvx",
"args": [
"goldenflow"
]
}
}
}Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect
More from benseverndev-oss (GitHub)
| Server | Runs |
|---|---|
| GoldenAnalysisRead-only cross-cutting analysis, metrics, and reporting across the Golden Suite. | Local · stdio |
| GoldenCheckAuto-discover validation rules from data — scan, profile, health-score. No rules to write. | Remote & Local · HTTP, stdio |
| GoldenMatchFind duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box. | Remote & Local · HTTP, stdio |
| GoldenPipeOne command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match. | Remote & Local · HTTP, stdio |
| InferMapMap messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config. | Remote & Local · HTTP, stdio |
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