MCP servers › io.github.Nero-Engine › dataset-ai-enrich

MCP server · registry snapshot 2026-10-04

io.github.Nero-Engine/dataset-ai-enrich

Run one LLM instruction over every row to classify, extract or summarise into new columns. — the publisher's description

Topic: data-and-databases · AI-classifiedPricing: usage-based · AI-classifiedversion 0.1.0streamable HTTP

Summary

io.github.Nero-Engine/dataset-ai-enrich is a remote MCP server listed in the official MCP registry at version 0.1.0. We have not tested it. It requires a credential (a key or token) that the publisher marks as required. We never fill in credentials, so we did not start it.

Key facts

Runs: remote (hosted by the publisher)
Transport: streamable HTTP
Topic: data-and-databasesAI-classified
Pricing: usage-basedAI-classified
Last tested: not tested

How fresh this is

Live-tested: no
Last tested: not tested
Registry data: snapshot 2026-10-04
Package and repository: checked 2026-10-06

Security testing

Has it been tested?

Feature #1

It requires a credential (a key or token) that the publisher marks as required. We never fill in credentials, so we did not start it.

Required input the publisher declares: Authorization (secret).

What it is

Choosing

Common questions about io.github.Nero-Engine/dataset-ai-enrich

Answered from the data above

Is io.github.Nero-Engine/dataset-ai-enrich free to use?

Its website (apify.com/pricing) describes a usage-based pricing model. This is an AI-classified reading of the page on 2026-10-08, so check the page itself before relying on it.

Has io.github.Nero-Engine/dataset-ai-enrich been security tested?

Not yet. It requires a credential (a key or token) that the publisher marks as required. We never fill in credentials, so we did not start it.

Reference

How is it classified?

18 fields

One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.

TopicAI-classified

data-and-databases

AI-classified · 2026-10-08

Pricing modelAI-classified

usage-based

read from apify.com/pricing · 2026-10-08

“Pay per event - you pay a fixed price for the events the Actor's developer defines, such as starting the Actor or returning a single result.”

Programming language

does not apply

no existing GitHub repository (server declares no repository link, so there is nothing to fetch)

Hosting type

remote (hosted by the publisher)

registry · 2026-10-04

MCP capability

not checked

not read (no session)

Transport

streamable HTTP

registry · 2026-10-04

Required credentials

requires a secret

registry · no declaration is not a guarantee

Package registry

does not apply

remote-only server: no package is shipped, so there is no package registry

Freshness

0–30 days

registry updatedAt · 2026-10-04

Lifecycle status

active

registry · 2026-10-04

License class

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Integrity hash

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Signature / provenance

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Dependency advisories

does not apply

ships no package, so there are no dependencies to audit

Popularity

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Publisher signals

not stated

no readable GitHub owner to describe

Maintenance

does not apply

server declares no repository link, so there is nothing to fetch

Environment

the publisher's infrastructure

where it runs, from the hosting type

“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed.

Cite or correct this page

Sources and corrections

Suggested citation

ProtocolProbe. “io.github.Nero-Engine/dataset-ai-enrich: MCP server record.” Data checked 2026-10-06. https://protocolprobe.com/mcp/servers/io.github.Nero-Engine/dataset-ai-enrich

Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.

As JSON: this record in the API · API documentation.

Something wrong, or is this yours?

If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can authorize a full test.

Write to hello@protocolprobe.com · corrections log · methodology