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DataClue — AI training data

by app.dataclue
OverviewDiscussionsAdmin

Server Details

Search and license real-world AI training data: egocentric video, UMI gripper demos, custom EEG.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A4.2/5.0

Scored across 4 tools

Disambiguation5/5

Each tool maps to a distinct buyer workflow step: catalog search, single-dataset inspection, pricing/terms lookup, and contacting sales. Although get_dataset includes price and get_pricing_and_terms covers broader commercial terms, their boundaries are clear and unlikely to cause misselection.

Naming Consistency5/5

All tools use snake_case and a predictable verb_noun structure: get_dataset, get_pricing_and_terms, request_quote, search_datasets. The verbs accurately signal the action, and the noun phrases are specific.

Tool Count5/5

Four tools are well-scoped for a dataset marketplace: search, inspect, price, and request a quote. Each tool earns its place, and the surface is neither thin nor bloated.

Completeness4/5

The tool set covers the core buyer journey from discovery through pricing to contacting sales, with sample URLs and custom-collection fallback included in the existing tools. Minor gaps exist around explicitly browsing/listing the whole catalog or checking request status, but agents can work around these via search and email follow-up.

Available Tools

4 tools
get_datasetGet dataset detailsA
Read-only
Inspect

Full details for one DataClue dataset: overview, scenarios with measured sample specs, delivered resolution, sensors, annotation, delivery format, licensing, FAQs, sample clip URLs and price.

Inputs: slug (required).

get_pricing_and_termsGet pricing and termsA
Read-only
Inspect

DataClue's list prices, what is included, quote paths (free samples, paid pilot, volume quote, custom collection), licensing, payment and consent terms.

Inputs: no named parameters.

request_quoteRequest samples or a quoteA
Destructive
Inspect

Send a request to DataClue's sales team on the user's behalf: free evaluation samples, a paid pilot, a volume quote, or a custom collection. Side effect: emails the request (including the user's name, work email and company) to DataClue, who reply to that email. Only call this when the user has asked to contact DataClue and has provided their own work email, and show them the details to confirm before sending. Each call sends a new request, so do not retry a successful call.

Inputs: plan (required), email (required), name, hours, +6 more.

search_datasetsSearch datasetsA
Read-only
Inspect

Search DataClue's catalog of licensable AI training data (egocentric video of real work, UMI gripper demonstrations) with a plain-English need, e.g. "50,000 hours of household manipulation video, 1080p, long sessions". Returns matching datasets with hours in stock, price per hour, scenarios and which requirements they meet, plus custom-collection options when nothing in stock fits.

Inputs: query (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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