append_csv_to_dataset

shallow

com.newscatcherapi/catchall · Verify this server

Append entities from a CSV file to an existing dataset. Parses the CSV and appends its entities to the dataset. Each row must have a `name` column; include a `domain` or `description` column (or both) for meaningful enrichment. Duplicate rows (by name) are skipped. To create a new dataset from a CSV, use `create_dataset_from_csv` instead.

100.0/100

1 trials · measured 8 days ago

append_csv_to_dataset scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.newscatcherapi/catchall, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Category
Developer infrastructure
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: append_csv_to_dataset
[![Vouch score](https://vouch.tools/api/tools/ae23e090-e9ab-4c0b-96fb-5bdb6493b552/badge.svg)](https://vouch.tools/tools/ae23e090-e9ab-4c0b-96fb-5bdb6493b552)
append_csv_to_dataset — Vouch