process-csv

Advanced CSV parser, data cleaning, and analytical transformation engine.

Advanced CSV parser, data cleaning, and analytical transformation engine. Parses raw multipart CSV files, performs automated formatting fixes (removes invalid characters, strips leading/trailing whitespaces), and applies advanced filtering, sorting, and column drops. Outputs fully parsed clean tables in structured JSON, optimized CSV format, or synthesizes a professional PDF summary report with numerical statistics (averages, maximums, minimums, null counts).

UNRATEDDelisted

Overview

Grade?

UNRATED

0 of 30 paid calls toward a letter

Price

$0.03 per call

Paid calls

none yet

delivery unknown until someone pays

More info

Seller?

0x38c06331…ec0e44c8

URL

https://vibesprings.net/api/process-csv

MCP server on this host: net.vibesprings/x402-tools

Seen

first 34 days ago · last 34 days ago

15 free handshakes

Payment

Pays through

x402

Offered on?

Base USDC

Listed on?

Base

Score, from free handshakes onlyweights 2026.08.1

UN
RATED

0.670 liveness verified, no letter

To a letter · 30 paid calls

0 of 30

Held down by latency p95 · gap to 1.000 is 0.330: 0.130 uncertain ? + 0.200 short ? · 0.130 to B

How the composite of 0.670 is made up, part by part
Component	Weight	Measured	Lower bound ?		Adds	Short ?	Uncertain ?
latency p95costs the most it answered as fast as its class	0.20	0.00	0.000		0.000	−0.200	0
liveness it answered at all	0.60	1.00	0.784		0.470	0	−0.130
price stability the price stayed where it was listed	0.20	1.00	1.000		0.200	0	0
Composite	1.00		0.670	gap to 1.000 = 0.330 · 0.200 short · 0.130 uncertain	0.670	−0.200	−0.130

Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check

The multiplication, written out

  0.200 × 0.000   latency p95    
+ 0.600 × 0.784   liveness       
+ 0.200 × 1.000   price stability
= 0.670           → UNRATED: 14 of 30 paid calls      weights 2026.08.1 · 14 samples · seed cap_01M1A59K55KF1XD7MK4TR2T7H5|2026-08-07T13:24:12.109Z|2026.08.1

Verify it yourselfnpx teppi-check https://vibesprings.net/api/process-csvcurl -s https://api.teppi.xyz/v1/trust/cap_01M1A59K55KF1XD7MK4TR2T7H5