MCP Server

Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract MCP Server

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

What is the Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract MCP server?

Run one LLM instruction over every row to classify, extract or summarise into new columns.

Copy-paste configuration for popular MCP clients.

transport: http

Config generated by PluginBench — verify against the source before use.

Environment / auth

Authorization
required
secret
Your Apify API token, sent as 'Bearer <token>'. Runs are billed per event to your Apify account.

~/.cursor/mcp.json

{
  "mcpServers": {
    "dataset-ai-enrich": {
      "url": "https://mcp.apify.com/?tools=nerolabs/dataset-ai-enrich"
    }
  }
}

Turn rows into bar, line, pie and scatter chart images plus an optional PDF or HTML report.

Active

Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.

Active

Compare two versions of a JSON row list: what was added, removed or changed, field by field.

Active

Clean, filter and reshape JSON rows in one call: 26 transforms, 25 filters, sort, dedupe, limit.

Active

Join two lists of JSON rows on a key, like SQL or VLOOKUP: left, inner, full, anti joins, union.

Extract text, tables and metadata from every PDF linked in a dataset, CSV or Google Sheet.