io.github.benseverndev-oss/goldenflow
pkg:pypi:goldenflow
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
- transport:
- remote + stdio
- credential class:
- self-provisionable
Owner verification
Not yet verified. Verifying proves you control this server and is free, permanently — it never changes a published score.
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- addshallow
Adds two numbers and returns the sum.
- echoshallow
Echoes the provided text back to the caller.
- server_timeshallow
Returns the current server time (ISO 8601, UTC).
Embed this server’s score
Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.
[](https://vouch.tools/servers/926a0bdc-de50-4d40-a3da-130b963713e7)