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.
C67/100grade C
Adoption
New
Little public usage data yet
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Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract tools
Tool list not cached yet. `describe` through the gateway fetches it live.
Public scan report
scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it
1 low
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 73ms (auth required)20/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityOAuth resource metadata advertised on 40115/15
- Maintenanceno repository listed3/15
- Maintainer identityno repository or website to verify2/10
Findings (1)
- lowNo source repository listed
maint.no-repo
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON
Install directly
claude mcp add --transport http dataset-ai-enrich https://mcp.apify.com/?tools=nerolabs/dataset-ai-enrich
Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract: common questions
- Is Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract MCP server safe?
- With care: it is graded C, so read the findings first (67/100). Read the Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract safety report
- How do I install Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract?
- It runs remotely at mcp.apify.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract need an API key?
- No key to paste: it signs you in with OAuth when your client connects.
- Is Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract maintained?
- The latest release is v0.1.0.
- Is Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract up?
- 100% of our last 1 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract?
- Servers from other publishers that do the same job: AIHawk MCP server, Brightdata MCP server and Zenrows MCP server. Compare all Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract alternatives.
Alternatives to Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract
Same job from other publishers: the closest match first, then the best rated.
- AIHawkAI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.not reviewedWidely usedA
- BrightdataBright Data's Web MCP server enabling AI agents to search, extract & navigate the webnot reviewedEstablishedB
- ZenrowsZenrows MCP server — Fetch, Extract, Batch, and Browser Sessions for AI coding assistantsnot reviewedEstablishedA
UindowReal signed-browser automation for AI agents, over a local stdio MCP server.not reviewedGrowingA- Video ExtractDownload any video from a URL, or get its transcript and key frames. All local, no API keys.not reviewedGrowingA